The Department of Artificial Intelligence & Machine Learning in association with the AI Club, Canara Engineering College, organized a hands-on session on “Neural Network Implementation Using TensorFlow” on 18th February 2026 at the Machine Learning Lab. The session was conducted by Ms. Thrisha R. S., 3rd Year CSBS, under the guidance of Mr. Arjun K. The objective of the event was to provide practical exposure to building and training neural network models using TensorFlow and Keras. Students were introduced to key concepts such as neurons, activation functions, forward and backpropagation, and model optimization. A live demonstration on implementing a feedforward neural network was carried out. Around 30 students actively participated and gained hands-on experience in deep learning implementation. The session was interactive and highly beneficial for understanding real-world AI applications.

The inauguration session of the ATAL sponsored Six days Online Faculty Development Programme on “Innovations in Smart Agriculture: Leveraging Machine Learning, IoT and Security Frameworks” was held on 5th January 2026. The session began with a warm welcome address by Dr. Basappa B Kodada, HOD of Artificial intelligence and Machine Learning, Canara Engineering college, followed by the inaugural address delivered by the Chief Guest, Dr. Prakash Raghavendra, AMD who emphasized the growing role of artificial intelligence and collective learning. Dr. Nagesh HR, Principal, Canara Engineering College, Mangaluru presided the program and thanked AICTE-ATAL for supporting in organising the FDP, Management of Canara Engineering college. He thanked the support rendered by secretary of Canara Engineering college Mr. Raghanath Bhat in organising the FDP. Dr. Nagesh HR highlighted the importance of interdisciplinary approaches in optimization and sustainable forming. The inaugural session concluded with a vote of thanks proposed by the Coordinator Dr. Sujatha M, acknowledging the support of AICTE-ATAL, management of Canara Engineering college, Principal, Dr. Demian Antony D’Mello-Vice-Principal and co-cordinator, deans, HODs, Mr. Stanley Pradeep D’Souza, resource persons, and participants. The inaugural session set a strong academic tone for the FDP and motivated participants to actively engage in the technical sessions. During the six days FDP from 5th January 2026 to 10th January 2026, eminent resource persons from academia and industry delivered sessions on different topics such as challenges and innovations involved in using Machine Learning, IoT for smart agriculture, the security aspects involved due to use of the new technologies in smart agriculture. The demonstration on machine learning in plant disease detection, soil fertility classification, use of satellite Wavebands, IoT in smart forming, and detection of security breach enabled participants to understand how intelligent, connected, and secure technologies can contribute to sustainable and precision agriculture. The valedictory session held on 10th January 2026, marked the successful conclusion of the ATAL Online Faculty Development Programme on “Innovations in Smart Agriculture: Leveraging Machine Learning, IoT and Security Frameworks.” The coordinator of the program briefed about the different sessions. Participants shared their feedback, highlighting the relevance of the sessions, the knowledge of resource persons, practical insights, and interdisciplinary exposure gained during the FDP. Dr. Nagesh HR, Principal of Canara Engineering college emphasized the need to translate the acquired knowledge into teaching, research, and sustainable agricultural solutions. Dr. Basappa B. Kodada, HOD of Artificial intelligence and Machine Learning highlighted the outcome of FDP. The session concluded with a formal vote of thanks by the Coordinator acknowledging all the support.

The Department of Artificial Intelligence and Machine Learning, in association with the AI Club, organized an engaging activity titled “PromptCraft – Mix, Match and Fuse Ideas” for 2nd year students. The session was conducted by Ms. Gauthami Karkera, who introduced students to creative prompt engineering techniques and demonstrated how AI can be used to mix, match, and fuse ideas for improved image generation. Students also explored the Nano Banana tool to complete partial visuals and enhance book layouts using AI. Under the coordination of Mr. Arjun K., Assistant Professor, AIML, the event provided a hands-on learning experience, helping students understand practical applications of Generative AI. The session was highly interactive, and students actively participated throughout, gaining confidence in using AI tools for creative and design-oriented tasks. A total of 25 students attended the event.

SCLERATHON 2.0 not only boosted students’ confidence and teamwork but also inspired them to pursue research-driven projects and entrepreneurial initiatives. The continued support and mentorship from ScleraVDMS Private Limited played a pivotal role in shaping these young innovators into future-ready professionals. The Sclerathon serves as more than just a competition; it acts as a platform for learning, growth, and collaboration. By fostering innovation, creativity, and skill enhancement, it enriches the educational experience for students and positively impacts the academic community at Canara Engineering College.

SCLERATHON 2.0 not only boosted students’ confidence and teamwork but also inspired them to pursue research-driven projects and entrepreneurial initiatives. The continued support and mentorship from ScleraVDMS Private Limited played a pivotal role in shaping these young innovators into future-ready professionals.

The Department of Artificial Intelligence & Machine Learning, in association with the AI Club, organized a hands-on session titled “Aidea: Turning Ideas into AI-Powered Projects.” The event was coordinated by Mr. Arjun K., Assistant Professor, Department of AIML. The session focused on guiding students through the process of refining ideas, evaluating feasibility, defining features, and planning AI-driven solutions. Resource person Mr. Himamshu S. demonstrated the development of an AI-based Study Management System with features such as flashcard learning, personalised feedback through score analysis, module planning, and Firebase integration. Students were introduced to simple, practical methods for turning concepts into functional AI prototypes using modern tools. The interactive demonstration and hands-on explanations enabled students to clearly understand how accessible AI prototyping can be. Overall, the event successfully promoted creativity, innovation, and practical learning among second-year students.

The Department of Artificial Intelligence & Machine Learning, in association with the AI Club, organized an engaging session titled “Mind vs Model: Turing Test.” The session was delivered by Mr. Rishabh Kumar M., 2nd year AIML student, under the guidance of Mr. Arjun K., Assistant Professor, AIML. The resource person introduced the core idea of the Turing Test, explaining how human-like responses are used to evaluate machine intelligence. Students explored examples of chatbot conversations and discussed how AI attempts to replicate human thought patterns. The session also shed light on the relevance and limitations of the Turing Test in modern AI applications. Overall, it provided students with a clear, practical understanding of one of the foundational concepts in Artificial Intelligence. A total of 12 students actively participated in the event.

The Department of Artificial Intelligence and Machine Learning, Canara Engineering College, successfully organized a two-day hands-on workshop on "IOT for Beginners” on 21st and 22nd November 2025. The objective of the workshop is to enhance practical skills and foster innovation among students in Internet of Things(IOT). The workshop was inaugurated by Dr. Nagesh H R, Principal, in the presence of Dr. Basappa B Kodada, Head of the Department of AI&ML, Mr. Arjun K, Coordinator of the workshop, faculty members, staff members and students. and the resource person Dr. Ganesh V Bhat, Professor and Mr. Sreerama Samartha, Assistant Professor, Department of Electronics and Communication Engineering, Canara Engineering College, Benjanapadav. During the two-day session, the following topics were covered: • Introduction to IOT and ESP32 • Basics of Digital and Analog I/O • Working with sensors • Working with actuators • Wi-Fi Connectivity and Cloud Integration • Integrated IoT Mini Project The resource person demonstrated exceptional technical knowledge and delivered interactive sessions that were highly engaging and informative. The hands-on sessions allowed students to gain practical experience in ESP32 Microcontroller.

The Department of Artificial Intelligence and Machine Learning, in association with the AI Club, organized a hands-on session on “Image Recognition Using CNN”. The session was delivered by Mr. Prateek Prakash Kini, a 3rd-year AIML student, under the guidance of Mr. Arjun K., Assistant Professor, AIML Department. The session introduced students to the basics of how CNNs analyze and classify images by extracting features at multiple levels. Participants gained insights into convolution operations, kernels, activation functions, pooling mechanisms, and the role of fully connected layers in classification. The importance of transfer learning using pre-trained models was also highlighted. The session helped students understand both theoretical and practical aspects of building image recognition models. The event was coordinated by Mr. Arjun K.

The Department of Artificial Intelligence and Machine Learning, in association with the AI Club, organized an interactive session titled “Prompt, Create and Innovate: AI Tools with Digital Art” on 12-11-2025 in the Machine Learning Lab. The session was conducted by Ms. Bhoomika Upadhyaya and Ms. K. Thejaswi Nayak, 3rd-year students from the ISE Department. The resource persons introduced participants to various AI-based creative tools and demonstrated how effective prompting can generate high-quality digital content. Students engaged in hands-on activities using AI tools to create images and understand the role of descriptive prompts. The session provided valuable insights into prompt engineering, creativity, and modern AI applications in digital design. The event was coordinated by Mr. Arjun K., Assistant Professor, Department of AIML.

The Department of Artificial Intelligence and Machine Learning, in association with the AI Club, organized a hands-on session titled “Data Collection and CleanUp” on 12-11-2025 at AIL-02 (Machine Learning Lab). The session was conducted by Ms. Apoorva, a 3rd-year student from the CSE Department, under the guidance of Mr. Arjun K., Assistant Professor, AIML. Students were introduced to the complete workflow of building a dataset—from data creation to cleaning and preparation for analysis. Essential SQL operations such as CREATE, INSERT, SELECT, UPDATE, and DELETE were demonstrated to highlight data collection and cleaning processes. Participants also learned about JOINS, subqueries, and aggregation functions, which are crucial for effective data handling. The session offered practical exposure to data preprocessing techniques and emphasized the role of clean data in generating accurate insights and supporting machine learning models.

The Department of Artificial Intelligence and Machine Learning, in collaboration with the AI Club, organized a hands-on activity titled “Data Structures and Artificial Intelligence: Applied AI Problem Solving – Series 2” on 05-11-2025 at AIL-01 (Machine Learning Lab). The session was coordinated by Mr. Arjun K., Assistant Professor, Department of AIML, and conducted by Mr. Prateek Prakash Kini, a 3rd-year student from the AIML Department. The event covered three essential topics: Natural Language Processing (NLP), GitHub, and Hashmaps in NLP. Participants learned how NLP enables computers to understand and process human language, explored the use of GitHub for collaborative version control, and understood how hashmaps optimize data management in NLP tasks such as word frequency analysis. This session enriched students’ knowledge of AI problem-solving, strengthened their programming foundations, and encouraged the use of collaborative tools and efficient data structures in real-world AI projects.

The Department of Artificial Intelligence and Machine Learning, in collaboration with the AI Club, organized an engaging hands-on session titled “Building No Code Agent Development – Series 2” on 05-11-2025 at AIL-01 (Machine Learning Lab). The session was coordinated by Mr. Arjun K., Assistant Professor, Department of AIML, and conducted by Mr. Sujan Kumar Shetty, a 3rd-year student from the AIML Department. The event focused on introducing students to the concept of no-code AI agent development, enabling them to design and automate intelligent workflows without writing traditional code. Participants learned to build a functional AI agent that could detect a new resume PDF uploaded to Google Drive, extract key details like Name, Email, and Skills using an AI model, and automatically record this information into a Google Sheet. This activity provided valuable hands-on experience, fostering creativity and practical understanding of AI-based automation and no-code development tools among the participants.

The Department of Artificial Intelligence and Machine Learning, in association with the AI Club of Canara Engineering College, organized a hands-on session titled “Building No Code Agent Development – Series 1” for 2nd-year students and other interested participants. The event was led by Mr. Prateek Prakash Kini, a 3rd-year AIML student who served as the resource person for the session. The coordinator for the event was Mr. Arjun K., Assistant Professor, Department of AIML. Participants were introduced to intelligent application development using modern no-code platforms, exploring differences between rule-based automation and advanced AI agent behavior driven by large language models. Attendees used tools like Firebase Agent and Relay.app to build web apps and multi-step AI agents through guided labs. Students developed projects such as a LinkedIn Summarizer, Smart Feedback Classifier, Project File Assistant, and Human-in-the-Loop Agent. The session emphasized goal-based reasoning, contextual AI, and effective human-AI collaboration, equipping participants with the ability to choose between no-code solutions and traditional programming for future engineering challenges.

The Department of Artificial Intelligence & Machine Learning, in association with the AI Club of Canara Engineering College, conducted a hands-on activity titled “Data Structures and Artificial Intelligence Applied AI Problem Solving – Series 1”. The session was led by Mr. Krishna H. Pallan, a 3rd-year ISE student, under the guidance of Mr. Arjun K.. Held in the AIL 01 Lab, the activity guided participants through a series of coding exercises focusing on the practical use of data structures to address mini-AI problems and real-world scenarios. Students worked collaboratively to design and implement data-efficient solutions, such as simulating pathfinding and building simple expert systems. The event emphasized the relevance of algorithmic thinking and efficiency in developing robust AI applications. By the end, 32 active participants had strengthened their capacity to select and apply appropriate data structures for AI-driven problem-solving. This experience equipped them with essential skills to approach complex computational challenges in the field of artificial intelligence

The Department of Artificial Intelligence & Machine Learning, in collaboration with the AI Club of Canara Engineering College, organized an engaging hands-on session on “Foundations of AI & ML with Google Colab”. The session was conducted by Mr. Rishabh Kumar M, a 2nd-year AIML student, under the guidance of Mr. Arjun K, Assistant Professor, Department of AIML. The event aimed to introduce students to the core concepts and practical applications of Artificial Intelligence and Machine Learning. It focused on helping participants understand how Large Language Models (LLMs) such as GPT function and how they can be leveraged to build intelligent systems. Through hands-on activities, real-world demonstrations, and guided coding exercises on Google Colab, students explored how AI models process data, generate text, and learn from examples. Participants also created their own mini AI models using GPT-2, gaining valuable experience in fine-tuning and experimentation. By the end of the session, students developed a strong foundational understanding of AI and LLMs, empowering them to apply these technologies creatively and effectively in real-world scenarios. A total of 37 students actively participated in the session.

The Cultural and Arts Committee at CEC organized the Branch Entry event for third-semester students, which took place at the Dr. P. Dayananda Pai – P. Sathish Pai Auditorium. The event was inaugurated by Dr. Nagesh H.R, the Principal of CEC. A total of 33 students participated in the dance competition. The program concluded around 5 PM, showcasing various cultural performances and activities.

The Ayudha Pooja celebration at the Microprocessor Laboratory in the AIML Department was observed with great reverence and enthusiasm. The lab was beautifully decorated with flowers, lamps, and intricate floor art, creating a festive and sacred atmosphere. A priest was invited to lead the rituals dedicated to Goddess Saraswati, seeking her blessings and knowledge. During the ceremony, faculty members, technical staff, and students gathered to offer prayers to the lab instruments and books—honoring their vital role in education and technological progress, while also promoting traditional values. After the rituals, prasadam was distributed to all attendees, symbolizing divine blessings and prosperity.

A talk on "Discipline and Time Management" was organized by the Department of Artificial Intelligence and Machine Learning on 17th September 2025 in association with the Department of Student Welfare, CEC Benjanapdav. This talk was organized exclusively for the 3rd-year B section students. The speaker explained the importance of self-control, task prioritization, and effective time utilization. The session included practical strategies such as preparing timetables, setting realistic goals, avoiding procrastination, and balancing academic, extracurricular, and personal activities. Students were also guided on how to maintain focus, develop positive habits, and utilize available resources effectively. The interactive discussion encouraged students to reflect on their current practices and identify areas of improvement. Real-life examples and simple techniques were shared to make the concepts more relatable and easy to implement.

The Sclerathon: Showcasing Ignited Ideas is an engaging event organized by the Department of Artificial Intelligence and Machine Learning in association with the Innovation and Incubation Cell (IIC). This Ideathon aims to foster innovation and creativity among third-year students from various branches who are working on selected Sclera problem statements for their mini projects. • Type of Event: Ideathon • Date: September 16, 2025 • Time: 2:00 PM - 4:00 PM • Venue: AIL-01 (Machine Learning Lab) • Target Audience: Third-year students from all branches- who are all selected problem statement from sclera for mini project.

The Department of Artificial Intelligence & Machine Learning, in collaboration with the Design Club of Canara Engineering College, organized an engaging hands-on activity on “Kickstart with Figma Explore the Interface”, conducted by Ms. Gauthami, a 4th year CSBS student under the guidance of Mr. Arjun K. It aimed at introducing students to the core principles of user interface and user experience design. The session focused on helping participants understand the importance of designing applications that are not only functional but also intuitive and visually appealing. Through interactive discussions, real-world examples, and guided design exercises, participants learned how to evaluate the usability of interfaces. The activity encouraged critical thinking about design decisions and how they impact user behavior and satisfaction. By the end of the session, students gained a strong foundational understanding of how thoughtful UI/UX design contributes to building more effective and engaging digital products. A total of 38 students actively participated in the session.

The Department of Artificial Intelligence and Machine Learning, in association with the Gavel Club, organized an Expert Talk on Resume Building for final-year (7th-semester) AIML students. The session, originally scheduled for one hour, extended to nearly two hours owing to the enthusiastic participation and active involvement of students. The resource persons shared valuable insights on structuring a professional resume, effectively highlighting technical skills, academic projects, and key achievements. Students actively engaged in the discussion, raising several queries that were addressed with practical examples and guidance. The extended interaction highlighted the students’ keen interest and curiosity in the subject. Overall, the session proved to be highly informative, interactive, and impactful, leaving the participants motivated and confident in preparing strong resumes to enhance their career opportunities. The event was well coordinated by Mr. Nithin Kurup U G, Assistant Professor, Department of AIML.

An expert talk on “Process of Innovation Development & Technology Readiness Level (TRL) & Commercialisation of Lab Technologies & Tech-Transfer” was organized by the Department of Artificial Intelligence & Machine Learning in association with Institution’s Innovation Council (IIC) for the 5th semester A Section AIML students. The session started at 2:00 PM in LH-206 and the resource person was Prof. Venkatesh N., Professor and Dean – Accreditation and Extension Activities.

A session titled "LinkedIn – Your First Step into the Professional World" was conducted on 6th June 2025 at 3:30 PM in Seminar Hall 2. The event was exclusively organized for the 2nd Semester AIML students, with a total of 110 participants attending. he session was organized by Science and Humanities Department and co-ordinated by Mrs. Tara B B, Asst. professor, Dept. of CSE. The resource person, K Thejaswi Nayak, 2nd Year ISE, delivered an insightful talk on the importance of building a strong professional profile on LinkedIn, tips on networking, and leveraging the platform for career opportunities. The event aimed to introduce students to the basics of professional branding and help them take their first step toward shaping their career online.

The Department of Artificial Intelligence and Machine Learning at Canara Engineering College proudly inaugurated the AI Students Chapter with the vision to bring up a strong community of learners, innovators, and future AI professionals. The event marked the official launch of a student-driven initiative aimed at promoting knowledge, skills, and collaborative opportunities in the fields of artificial intelligence, machine learning, and data science. The event was held in the presence of our esteemed Chief Guest and Principal, Dr. Nagesh H. R., who addressed the gathering and emphasized the growing importance of artificial intelligence in today’s world. Head of the Department Prof. Basappa B. Kodada highlighted the department's commitment to nurturing student-driven initiatives and supporting continuous learning in AI. The presence of Faculty Advisor Mr. Deepak D., Mr. Aashay Shetty, the Student President of the AI Students Chapter, faculty members, and enthusiastic student participation made the event a memorable beginning.

The Department of AIML at CEC hosted Udaan—a memorable farewell for its very first graduating batch on 17th May 2025 in the EC Seminar Hall. The event featured warm addresses by Principal Dr. Nagesh H. R. and HoD Dr. Basappa B. Kodada, and also witnessed the official inauguration of the AI Student Chapter. Mr. Deepak D, Faculty Advisor of the AI Student Chapter, and Mr. Ashay Shetty, Student President of the Chapter, also shared the dais. The programme began with a soulful prayer by Ms. Bhagyashree Udupa, was gracefully emceed by Ms. Hiba Haleema, and concluded with a vote of thanks delivered by Ms. Disha Suraj Kallya of 6th semester AIML. Around 100 students from the final and pre-final years participated in the event. With touching speeches, fun games, and vibrant participation from final and pre-final year students, the celebration was a perfect blend of emotion and joy. Mrs.Supriya A V, Asst.Professor, Dept.of AIML coordinated this event.

The Department of Artificial Intelligence & Machine Learning, in collaboration with the Design Club of Canara Engineering College, organized an engaging hands-on activity on “UI/UX Fundamentals”, conducted by Ms. Gauthami, a 3rd year CSBS student under the guidance of Mr. Arjun K. It aimed at introducing students to the core principles of user interface and user experience design. The session focused on helping participants understand the importance of designing applications that are not only functional but also intuitive and visually appealing. Through interactive discussions, real-world examples, and guided design exercises, participants learned how to evaluate the usability of interfaces. The activity encouraged critical thinking about design decisions and how they impact user behavior and satisfaction. By the end of the session, students gained a strong foundational understanding of how thoughtful UI/UX design contributes to building more effective and engaging digital products. A total of 18 students actively participated in the session.

The Department of Artificial Intelligence & Machine Learning, in association with the Design Club of Canara Engineering College, conducted its 8th session in the Flutter development series titled “Animations in Flutter” conducted by Mr. Vivek S, a 3rd year CSE student under the coordination of Prof. Arjun K. This session aimed at helping students enhance their mobile app interfaces through dynamic and interactive visual elements. The session took place as a hands-on workshop, where participants were introduced to both implicit and explicit animations in Flutter. They explored how animations improve user experience by making app transitions smoother and more intuitive. Students learned to build animations that respond to user interactions, manage animation lifecycles, and apply custom curves for more natural motion. Guided by clear examples and interactive coding, the session equipped students with essential animation techniques to bring their Flutter apps to life. A total of 18 students actively participated in the session.

A hands-on session in managing the project using GitHub was organized by the Department of Artificial Intelligence & Machine Learning for the 6th semester AIML students. The session started at 2:00 PM in LH-303 and the resource person was Mr. Denzil Serrao, 3rd year student, AIML. This was a peer-to-peer based learning approach and was organized for the 6th semester AIML students to have a good exposure in managing their projects in GitHub, which will also help them during their upcoming placement drives. The session was coordinated by Mr. Siju V Soman, Asst. Professor, AIML.

Department of Artificial Intelligence and Machine Learning Two-Day Hands-on Workshop on Large Language Models (LLMs) – GenAI The Department of Artificial Intelligence and Machine Learning organized a two-day hands-on workshop on Large Language Models (LLMs) – GenAI exclusively for AIML students. The primary objective of the workshop was to provide participants with practical experience in building and fine-tuning LLMs through a project-based learning approach. Students actively engaged in real-time exercises and collaborative projects, gaining valuable insights into the architecture, training processes, and applications of state-of-the-art LLMs. The workshop not only deepened their understanding of generative AI but also equipped them with essential skills relevant to the current AI landscape.

The Department of Artificial Intelligence & Machine Learning, in collaboration with the Design Club of Canara Engineering College, successfully organized a two-hour hands-on session on “Introduction to progressive Web Apps” on May 07, 2025. The session was conducted by Ms. Akriti S Shetty, a 2nd-year student from the CSBS department of Canara Engineering College, under the coordination of Prof. Arjun K. The session aimed to provide participants with a clear understanding of how web applications function, how users interact with them, and how they are structured for scalability and responsiveness. During the session, students were guided through the process of building basic web applications, focusing on the core principles behind interactive design and functionality. Through practical demonstrations and live exercises, they explored how data flows in a web app, how user inputs are managed, and how to create clean, intuitive user experiences. A total of 33 students actively participated in the session.

The Department of Artificial Intelligence & Machine Learning, in collaboration with the Design Club of Canara Engineering College, successfully conducted a two-hour hands-on session on Getting Started with Javascript on April 16, 2025. The session was led by Ms. Ananya Bhat, a 2nd-year CSE student of Canara Engineering College, under the coordination of Prof. Arjun K.This interactive session was conducted to introduce students to the fundamentals and some advanced concepts of JavaScript programming. The session was organized to help students build a strong foundation in one of the most widely used scripting languages in web development. A total of 15 students actively participated in the session. The topics covered included JavaScript syntax, variables, data types, functions, control structures, and an introduction to more advanced concepts like DOM manipulation and event handling. Overall, the session was highly informative and well-received by the attendees. It provided a valuable learning experience, especially for those looking to start their journey in web development.

The Department of Artificial Intelligence & Machine Learning, in collaboration with the Design Club of Canara Engineering College, successfully conducted a two-hour hands-on session on Using Firebase for Authentication in Flutter on April 02, 2025. The session was led by Mr. Navaneeth Arya, a 3rd-year CSBS student of Canara Engineering College, under the coordination of Prof. Arjun K. The fourth Flutter session focused on integrating Firebase for authentication. We covered setting up Firebase in a Flutter project, enabling authentication methods such as Email/Password and Google Sign-In, and implementing user sign-up, login, and logout functionalities. Additionally, we explored how to handle authentication states effectively within a Flutter app. The session included hands-on coding exercises, allowing participants to apply their knowledge in real time. A total of 16 students actively participated in the session, engaging in discussions and exercises that strengthened their development skills.

The "Mastering Technical Report Writing using LaTeX" workshop was conducted for VI semester AIML students, with Dr. Sujatha M as the resource person. It provided a strong foundation in LaTeX for professional document preparation. A total of 29 students actively participated, engaging in hands-on exercises and interactive sessions. The event helped students explore various LaTeX features, including document structuring, mathematical equations, tables, figures, and reference management. Dr. Sujatha M shared insights on effective technical writing and best practices. Students also learned to use various LaTeX tools and online platforms efficiently. The session proved to be an enriching experience, equipping students with essential skills for technical documentation. Name & Designation of the Event Coordinator: (1 Event Coordinator Only): Dr. Dhananjaya G M Associate Professor, Dept. of AIML Name of the HoD : Prof. Basappa B. Kodada HOD, Dept. of AIML Target Audience: VI and IV Semester students of AIML department

The Department of Artificial Intelligence & Machine Learning, in association with the Design Club of Canara Engineering College, conducted a two-hour hands-on session on "Basics of Frontend Development Using HTML & CSS" on March 19, 2025. The session was led by Ms. Abheesta, a 3rd-year CSE student, under the coordination of Mr. Arjun K. Participants were introduced to fundamental concepts of HTML, CSS, semantic tags, selectors, and responsive design. The interactive session enabled students to build a basic webpage through practical implementation. A total of 32 students actively participated and enhanced their web development skills.

Think Like a Machine: A Hands-On ML Workshop was conducted on March 12, 2025, for IV semester B section students of the AIML Department. The session was led by Mr. Deepak D., who provided valuable insights into Machine Learning (ML) concepts and applications. A total of 58 students participated, gaining hands-on experience in ML algorithms, data preprocessing, and model training. The workshop included interactive coding exercises, helping students understand how machines process data and make decisions. The resource person shared industry insights and real-world ML use cases. The session emphasized problem-solving skills and critical thinking for AI and ML applications. Participants actively engaged in discussions and explored innovative solutions to ML challenges. The workshop helped bridge the gap between theory and practical implementation. It was a highly informative and engaging session, sparking interest in advanced AI technologies. Overall, the workshop was a great success, equipping students with essential ML skills for their future careers.

The Department of Artificial Intelligence and Machine Learning, Canara Engineering College, successfully organized a two-day hands-on workshop on "Mob-App Development using Flutter" on 7th and 8th March 2025. The objective of the workshop was to provide students with practical knowledge of mobile app development using the Flutter framework. The sessions covered essential topics, including Introduction to Flutter, Material UI with a Mini Project, State Management & Forms, API & Database Integration, and Project Development. The resource person provided interactive and engaging sessions, helping students gain practical experience in mobile app development using Flutter.

The Department of AIML organized a Three-Day Faculty Development Program on “Mob-App Development using Flutter” from 6th to 8th March 2025 at the Skill Lab. The sessions were conducted by Mr. Charan K, Junior Software Engineer, EG India Pvt Ltd, Mangaluru. The FDP focused on Flutter fundamentals, UI design, state management, and API integration. Faculty members gained hands-on experience in building mobile apps. The event was coordinated by Mr. Arjun K, Assistant Professor, AIML. Participants appreciated the interactive and practical approach of the sessions.

State Management in Flutter – A Hands-on Session The Department of Artificial Intelligence & Machine Learning, in collaboration with the Design Club of Canara Engineering College, successfully conducted a two-hour hands-on session on State Management in Flutter Development on March 05, 2025. The session was led by Mr. Anirudha Udupa, a 3rd-year CSBS student of Canara Engineering College, under the coordination of Prof. Arjun K. The hands-on session focused on State Management in Flutter, equipping students with essential techniques to manage application state efficiently. Participants explored different state management approaches, understanding their significance in building scalable and responsive applications. The session covered fundamental concepts, practical implementation, and best practices, to enhance their knowledge on flutter A total of 26 students actively participated in the session.

The "Think Like a Machine: A Hands-On ML Workshop" was organized for IV semester AIML students, featuring Mr. Deepak D as the resource person. The workshop aimed to provide students with a practical understanding of Machine Learning, covering key concepts, algorithms, and real-world applications. A total of 57 students actively participated, engaging in hands-on exercises and interactive sessions. The event helped students explore AI-driven problem-solving techniques, enhancing their skills in data processing, model building, and evaluation. Mr. Deepak D shared valuable insights into industry trends and best practices in ML, offering guidance on implementing ML models effectively. The session proved to be an enriching experience, bridging the gap between theory and real-world applications.

AIML department in association with the CSE department of Canara Engineering College, successfully organized Ideathon 2025 on 28th February 2025, an exciting innovation-driven event aimed at fostering creativity and technological advancements among students. The event witnessed enthusiastic participation from 70 teams, showcasing their ideas in IoT, Mobile Applications, and Web Development catering to various applications in the field of agriculture and Healthcare. The Ideathon was conducted in two rounds, where teams presented their innovative solutions to a panel of distinguished judges from academia and industry. After an intense competition, the top 10 ideas were shortlisted for the upcoming Hackathon during Aakriti 2025, further refining their concepts into working prototypes. Some of the standout ideas that won high praise from the judges included Indian Sign Language Translation, Futura Watch, Arecanut Sorting, Agri Connect, BinBot etc. Adding to the event’s significance, Mr. Akash M, Entrepreneur and Senior Software Engineer, shared his inspiring journey into the startup ecosystem, providing valuable insights on innovation, business strategy, and scaling tech ideas into successful ventures. The event was successfully coordinated by Divyesh Divakar, Assistant Professor, AIML Department, ensuring smooth execution and a remarkable learning experience for participants. The judges commended the high level of innovation and problem-solving skills demonstrated by the students. The event not only provided a platform for young minds to ideate and innovate but also set the stage for groundbreaking projects that could shape the future of technology.

The "Introduction to Flutter Development" activity, organized by the Department of AI & ML in association with the Design Club, is a two-hour hands-on session aimed at introducing students to Flutter, Google’s UI toolkit for building cross-platform applications. The session covers the installation and setup of Flutter, an overview of its architecture, and practical exposure to creating and running a basic Flutter project. This activity provides a strong foundation for students to explore Flutter further and develop interactive applications. A total of 33 students participated in the session.

Participants received valuable feedback and insights from experts. The event encouraged entrepreneurial thinking and innovation among students. Some promising ideas may progress toward incubation and further development.

The final year project exhibition was conducted on 10th December 2024 to exhibit the final year projects. This event was not only an exhibition but also to identify best project based on the judgement by the panel members. The faculty, staff and students from other departments also visited the labs to understand the various problems implemented as a final year project. The event was coordinated by the project coordinator Mr.Siju V Soman - Assistant Professor, AIML Department

The Department of Artificial Intelligence and Machine Learning successfully conducted an Online Hands-On Workshop on Basics of Prompt Engineering on 30th November 2024. The session was exclusively organized for third-year AI & ML and CS&BS students, with over 70 students benefiting from this highly informative and interactive event. The workshop was delivered by Mr. Tasheer Hussain, Senior AI Engineer at DAMAC Properties, Dubai. His expertise in Prompt Engineering, a crucial area in modern AI applications, provided the attendees with practical knowledge and techniques to design effective AI prompts. The workshop was coordinated by Mr. Divyesh Divakar, Assistant Professor, AIML Department. This enriching event marks yet another milestone in our department's continuous efforts to provide students with cutting-edge learning experiences.

The Department of Artificial Intelligence and Machine Learning (AIML) conducted Series 7 of the Problem-Solving Through C Foundation for third-semester students, focusing on pointers. The session was led by resource persons Dr. Sujatha M, Associate Professor, and Mr. Nithin Kurup U G, Assistant Professor, Dept. of AIML. Key topics included an introduction to pointers and pointer variables, pointer arithmetic, pointers and arrays, and passing pointers to functions. The session emphasized the critical role of pointers in efficient memory management and program optimization. Students gained hands-on experience through practical examples and real-world problem-solving exercises. The resource persons provided detailed explanations and interactive demonstrations to ensure clarity and understanding. The session fostered active student engagement and curiosity about advanced programming concepts. Overall, the session strengthened foundational programming knowledge and prepared students for complex applications in C programming.

Mr. Shashank S Mayya's sessions covered the following topics: Introduction to Flutter Basic Components of Flutter Building Basic UI using Flutter Developing an App using REST API His expertise and interactive approach made the workshop both informative and engaging for all participants.

The Department of Artificial Intelligence and Machine Learning (AIML) successfully conducted Series 6 of the Problem-Solving Through C Foundation for third-semester students, focusing on functions. The session was led by resource persons Dr. Basappa B Kodada, Associate Professor & HoD, and Mr. Siju V Soman, Assistant Professor, Dept. of AIML. Key topics covered included function declaration and definition, function parameters, return values, local and global variables, and recursive functions. The session provided students with in-depth knowledge of functions, a fundamental concept in programming. Practical demonstrations were integrated to enhance understanding. Students learned to implement and optimize real-world problem-solving techniques using functions. This initiative aimed to strengthen their logical thinking and programming skills. The session was interactive with active participation and discussion. Overall, the session equipped students with essential skills for advanced C programming and problem-solving.

An Industrial Exposure & Field Visit to explore the emerging areas of Technologies was organized by Artificial Intelligence and Machine Learning Department for the third-year students on 15th November 2024 to Experion Technologies (India) Private Limited, Info Park, Kochi in association with IEEE Mangalore Subsection and IIC (Institution’s Innovation Council). Experion Technologies, founded in 2006, is a Global Product Engineering Services company offering enterprises future-ready and transformative digital solutions. The organization’s product engineering maestros work out of 3 development centers in India – Trivandrum, Kochi, and Bangalore, and 8 global offices across Europe, Asia-Pacific, and North America. The team from Experion Technologies gave a presentation on Artificial Intelligence with the help of real-life examples touching the concepts in line with Machine Learning and Exploratory Data Analysis. Mr. Siju V Soman, Assistant Professor (AI&ML) and Mrs. Babitha Ganesh Kulal, Assistant Professor (CSE) coordinated the visit with 49 students. 0

The industrial visit to the MAHE-ISAC Centre of Excellence for Cybersecurity and the Manipal Universal Technology Business Incubator (MUTBI) offered second-year AIML students a unique opportunity to bridge theoretical knowledge with practical industry exposure. At the cybersecurity center, students explored advanced technologies in threat detection, ethical hacking, and incident response, gaining a comprehensive understanding of real-world cybersecurity challenges. The MUTBI visit emphasized the significance of entrepreneurship, showcasing how startups are nurtured through mentorship, funding, and innovation. Students engaged with professionals, observed live demonstrations, and learned about successful ventures. This experience inspired students to consider diverse career paths while highlighting the importance of both technical expertise and entrepreneurial thinking. Overall, the visit was highly educational and aligned with their academic and professional aspirations.

The Department of Artificial Intelligence and Machine Learning (AIML) conducted Series 5 of the Problem-Solving Through C Foundation for third-semester students, focusing on strings. Led by resource persons Dr. Basappa Kodada, Associate Professor & HOD of AIML, and Dr. Sujatha M, Associate Professor in the AIML department, the session covered key topics such as declaring and initializing strings, common string functions, and string manipulation techniques. This session aimed to enhance foundational skills essential for solving computational problems, building on previous lessons in C programming.

The Department of Artificial Intelligence and Machine Learning (AIML) conducted Series 4 of the Problem-Solving Through C Foundation for third-semester students, with a focus on arrays. Led by resource persons Mr. Deepak D and Mr. Kiran Ankalakoti, the session explored problem-solving using arrays through real-world applications, including a hospital triage system, smart home system, and ATM machine scenarios.

The Branch Entry was organized by the Cultural & Arts Committee in CEC for the 3rd semester students at the Open Air Auditorium (Main Stage). Dr. Nagesh H.R Principal(CEC) inaugurated the event. Around 30 students participated in various events. The event concluded by around 5 PM with various cultural events like dance & skit.

Ayudha Pooja was celebrated in the department of Artificial Intelligence & Machine Learning as a aprt of Dussehra to seek the divine blessings of Lord Saraswati which will give more positive power to all the stakeholders in the department to prosper. The Faculty, staff & students of the department arranged the Mandap with flowers and other offerings as prasada. The pandit visited the department laboratory AIL-02 (Machine Learning Lab) to perform the pooja and wished the department to have more admissions and placements in future.

The "Internet of Things - Problems to Proof of Concept" workshop, held from October 23rd to 25th, 2024, was organized by the department of Artificial Intelligence and Machine Learning, benefiting 129 students. Led by Mr. Gopala Krishna Bhat and supported by three trainers, the workshop covered essential IoT topics, including sensor integration, ESP32 circuits, cloud data uploading, and MicroPython programming. The final day featured a mini-project exhibition, where nearly 30 student batches presented their innovative IoT-based projects, applying what they learned to real-world scenarios. This hands-on workshop provided participants with foundational skills in IoT, fostering creativity, teamwork, and practical problem-solving. Feedback from the students was highly positive, marking the event as a resounding success in advancing technical knowledge and application.

The Department of Artificial Intelligence and Machine Learning, in collaboration with the Design Club, recently hosted an engaging session on "Getting Started with React." This insightful session was led by Neha, a 4th-year CSE student, showcasing her expertise in web development. The event saw enthusiastic participation from 8 students, who gained valuable knowledge about React's fundamentals and practical applications.

The Department of Artificial Intelligence and Machine Learning (AIML) conducted Series 3 of the "Problem-Solving Through C Foundation" for III-semester students, with a focus on arrays. The session covered essential concepts, including the declaration and initialization of one-dimensional and multi-dimensional arrays in C. Students learned how to access individual elements within arrays, perform basic operations like traversal, searching, and modification, and understood the importance of arrays in organizing and manipulating data efficiently. This session provided foundational skills critical for solving computational problems, building on previous lessons in C programming.

The Department of Artificial Intelligence & Machine Learning, Canara Engineering College, successfully conducted a two-day workshop on "Unlocking the Basics of Machine Learning" on 15th and 16th October 2024. The event, organized in collaboration with Accolade Tech Solutions Pvt. Ltd., was aimed at providing students with hands-on experience and practical knowledge of machine learning concepts. The workshop was inaugurated by the Principal and witnessed the participation of Deans, Heads of Departments, faculty members, students, and the resource person, Mr. Harish Neermarga, Founder and Managing Director of Accolade Tech Solutions. Mr. Harish's sessions covered key aspects of machine learning, including data preprocessing, model building, and evaluation, all demonstrated using real-world datasets. His expertise and interactive approach made the workshop both informative and engaging for participants. The workshop received an overwhelming response from the students, with excellent feedback highlighting the effectiveness of the hands-on sessions and the clarity of instruction. The workshop concluded with a vote of thanks. The department extends its gratitude to Mr. Harish for his invaluable contribution and looks forward to organizing more such events to support the continuous learning and skill development of its students.

The Department of Artificial Intelligence and Machine Learning organized "GearUp" - A special event for all students of the department on 3rd October 2024. Dr. Demian D'Mello, Vice Principal inaugurated the event. Dr. Udaya Kimar Shenoy, Dean R&D and HoD Computer Science and Engineering delivered motivational talk on "My life and my career". The blend of technical challenges with fun games created a vibrant atmosphere, encouraging learning and teamwork in an enjoyable way. The event was coordinated by Mr. Divyesh Divakar, Asst Prof.

The Department of Artificial Intelligence and Machine Learning, in collaboration with the Design Club, conducted an insightful session on "Introduction to Web Development." This session provided a comprehensive overview of web development, guiding participants through the fundamentals of HTML, CSS, and JavaScript. Attendees learned how to structure web pages using HTML, style them with CSS, and add interactivity with JavaScript. The session was led by Mr. Nishal N Thingalaya, a 4th-year CSE student, and saw enthusiastic participation from 17 students.

The Department of Artificial Intelligence and Machine Learning (AIML) conducted Series 2 of the Problem-Solving Through C Foundation workshop on September 25, 2024, for III-semester students. The workshop focused on mastering control structures in the C programming language, covering essential topics like conditional statements (if, if-else, else-if, switch-case) and loops (for, while, do-while). Additionally, the session included practical applications of break and continue statements, enhancing students' programming logic and problem-solving skills.

The Department of Artificial Intelligence and Machine Learning (AIML) conducted Series 1 of a Problem-Solving Through C Foundation on September 18, 2024, for III-semester students. The workshop focused on essential concepts like variables, data types, and input/output operations, covering topics such as data types, variable declaration, initialization, and scope. Participants were introduced to input/output functions like printf() and scanf(), format specifiers, and type casting. Additionally, various operators and expressions—arithmetic, relational, logical, assignment, and bitwise operators—were discussed to enhance problem-solving skills.

This program offers a brief introduction to the mathematical concepts required to build many common machine-learning techniques. This is an initiative to enhance the skill set of faculties in machine learning by providing a strong foundation of mathematics. The session is focused on the following 1 Basics of Linear Algebra 2 Basics of Calculus: Derivatives, Gradients 3 Neural Networks 4 Gradients in a Deep Network 5 Backpropagation 6 Example of Backpropagation in Machine Learning

Day 1: • Introduction to IOT • Getting started with ESP32 ESP-WROOM-32-devkit V1 board hardware overview ESP32-WROOM-32 pinout reference • ESP32 – Programming Different IDE for ESP32 Using MicroPython Flash/Upload MicroPython Firmware to ESP32 • ESP32 Hands-on Projects (using Arduino IDE and MicroPython) Day 2: Overview of Python Programming ML-based prediction using Numerical Data ML-based analysis and prediction using string data Day 3: Hands-On Projects by Students

The event titled "Opportunities and Preparation Guidelines for GATE" was organized for 3rd-year AIML and CSBS students at Canara Engineering College with 100 students participated in the program. The session aimed to provide a comprehensive overview of the Graduate Aptitude Test in Engineering (GATE), highlighting its significance for higher education and career opportunities in engineering and technology. Expert speakers shared valuable insights on effective study strategies, time management, and resource utilization to excel in the GATE exam. The event also included interactive discussions. Emphasis was placed on the importance of continuous learning and staying updated with the latest advancements in the field. Overall, the event aimed to equip students with the knowledge and skills necessary to succeed in the GATE exam.

This program offers a brief introduction to the mathematical concepts required to build many common machine-learning techniques. This is an initiative to enhance the skill set of faculties in machine learning by providing a strong foundation of mathematics

Stress management is essential for students due to their unique pressures, such as academic demands, social challenges, and future career concerns.

A Talk on Time Management was organized by Artificial Intelligence and Machine Learning Department for the second-year students on 01st July 2024 in association with Department of Student Welfare, CEC, Mangalore. This talk has been arranged exclusively for the 4th semester AIML students as they expressed in the Class Committee meeting that they are unable to manage the time in completing their responsibilities on time. The resource person for the talk was Ms. Sandhya Poojary, Assistant Professor & Counsellor, Canara Engineering College, Mangalore. During the session, the resource person conducted a group activity to make them learn about the different parameters involved in time management techniques. Mr. Siju V Soman, Assistant Professor, Department of AI&ML was the convenor of this talk and a total of 50 students attended the session.

An Industrial Visit was organized by Artificial Intelligence and Machine Learning Department for the second-year students on 26th June 2024 to COMEDKARES Innovation Hub , Mangalore in association with IIC (Institution’s Innovation Council). COMEDKARES Innovation Hub has been set up in Mangalore as an initiative from Consortium of Medical, Engineering and Dental Colleges of Karnataka (COMEDK) to help the budding engineers get upgraded in their 21st Century skills as well as the latest technologies like AI, ML, IOT so that they are more employable and ready for industry. During the visit they explained about building a BOT and gave an opportunity for the students to assemble the parts and build a bot. Mr. Siju V Soman, Assistant Professor, Department of AI&ML was the convenor of this industrial visit. A total of 56 students and 1 faculty member participated in this event.

The Department of AIML hosted a technical talk on "Applications of Data Science" on June 22, 2024, at Seminar Hall 2, with Ms. Malani Lisha Dsouza, Data Analyst, Business Intelligence at UniCourt, as the resource person. The event drew participation from 58 enthusiastic students of the 4th semester AIML. The importance of exploring Data Science domain was emphasized in the opening remarks by Principal Dr. Nagesh H R and HoD Dr. Basappa B Kodada. The session covered diverse topics including real-world applications like marketing campaigns, consumer behaviour analysis, and the development of Minimum Viable Products, with a focus on innovative technologies like ChatGPT. The speaker emphasized the significance of statistical intuition and thorough Exploratory Data Analysis in business contexts. Key aspects such as the skills required for data scientists, the four pillars of Data Science, and the Data Science lifecycle were discussed, actively engaging the audience. The event was coordinated by Mrs. Supriya A V, Assistant Professor, Department of AIML and assisted by Ms. Disha Suraj Kallya of 4th semester AIML.

The Department of Artificial Intelligence and Machine Learning, in association with the Design Club, hosted an engaging session on "Integrating MongoDB with Node.js." This session provided a comprehensive introduction to the MongoDB database, followed by a demonstration on how to connect Node.js with MongoDB using Mongoose. Participants were also guided through performing CRUD (Create, Read, Update, Delete) operations with MongoDB. The session was conducted by Mr. Adithya Pai, a distinguished alumni of Canara Engineering College, and attracted the participation of 46 students.

The Department of Artificial Intelligence and Machine Learning, in association with the Design Club, conducted an insightful session on "Building APIs with Express.js and Node.js." This session provided an in-depth introduction to the Express.js framework, guiding participants through the process of setting up a Node.js server. Attendees learned how to create RESTful APIs using Express as well as how to handle HTTP requests and responses effectively. The session was led by Mr. Adithya Pai, a distinguished alumni of Canara Engineering College, and saw the enthusiastic participation of 55 students.

This program offers a brief introduction to the mathematical concepts required to build many common machine-learning techniques. This is an initiative to enhance the skill set of faculties in machine learning by providing a strong foundation of mathematics

A one-day Industrial Visit was organized by Artificial Intelligence and Machine Learning Department for the second-year students on 31st May 2024 to Manipal Universal Technology Business Incubator (MUTBI) and ISAC Centre of Excellence for Cyber Security, Manipal in association with IEEE Mangalore Subsection and IIC (Institution’s Innovation Council). Manipal Universal Technology Business Incubator (MUTBI) and ISAC Centre of Excellence for Cyber Security are the initiatives of Manipal Academy of Higher Education, Manipal, and they provide services to students, faculty, alumni as well as people of the region to start their own Venture in line with the social objectives of Government of India. Mr. Siju V Soman, Assistant Professor, Department of AI&ML was the convenor of this industrial visit. A total of 61 students and 3 faculty members participated in this event.

The "Getting Started with React" session, organized by the Dept. of AI&ML in association with Design Club, This Session provided an introduction to the React.js library. Participants learned how to set up a React development environment and explored fundamental concepts such as components, props, and state. This session equipped attendees with the essential knowledge to begin developing applications using React. A total of 65 students participated in this session.

Department of Artificial Intelligence and Machine Learning organized 2 days Hands-on Workshop on "Advanced Machine Learning" on 31st January and 1st February 2024. 62 students of 3rd year AIML department, 2 students from CSE department and 2 students from ECE department actively participated in this workshop. Mr. Harish Kumar, CEO, Accolade Tech Solutions and his team led the hands on sessions in skill lab. They gave practical insights into various preprocessing techniques, Deep Learning techniques and Natural Language Processing. The workshop was coordinated by Mr. Divyesh Divakar, Assistant Professor, AIML department.

IDEATHON – an idea presentation competition was organized by Artificial Intelligence and Machine Learning Department in association with Department of Computer Science and Design, Department of Computer Science and Business System and Institution Innovation Council IIC (Institution’s Innovation Council) CEC Chapter on 24th January 2024 on the theme “Sustainable Development”. The competition was organized exclusively for all the 3rd year students of the institute as an outcome of their recently completed societal based internship. The competition started with Poster presentation as Round-1 in Skill Lab and thereafter the shortlisted teams pitched their ideas with PPT in the final Round-2 in Basic Computing Lab, Canara Engineering College, Benjanapadavu, Mangalore. The ideas were evaluated by a team of expert jury members Dr. Madhukar S.M, CEO of “Innaumation Medical Devices Pvt. Ltd.”, Bengaluru; Dr. N Satheesh Kumar, H.O.D of Science & Humanities department; and Mr. Narayan Swamy R, Assistant Professor, Mechanical Engineering department, CEC. The valedictory function was held at 3:30 PM in Seminar Hall – 2. The faculty coordinator Mr. Siju V Soman, Assistant Professor in AI&ML department welcomed the external expert jury member Dr. Madhukar S.M, Dr. Demian Antony D’Mello – Vice Principal, the H.O.Ds Dr.Basappa B Kodada (AIML Dept.), Dr. Manoj Gadiyar (CSBS Dept.), Dr. Praahas Amin (CSD Dept.), the jury members and the student participants. The three top ideas were rewarded with cash prizes during the valedictory function, and the expert jury member shared his feedback on the ideas presented by the teams and motivated them to take it forward in developing a practical solution in the future. The faculty coordinator proposed the vote of thanks and the program was concluded by 4:00 PM.

A 2-hour session on generative AI which covered key concepts, hands-on exercises, and discussions. The workshop gave an overview of Generative AI, Types of Generative Models, Key Concepts and Hands-on Exercise. Students were able to gain a foundational understanding of generative AI concepts, including how it differs from other forms of AI and its applications and also understand the challenges and limitations associated with generative AI, including ethical considerations and potential biases.

A 2-hour session on generative AI which covered key concepts, hands-on exercises, and discussions. The workshop gave an overview of Generative AI, Types of Generative Models, Key Concepts and Hands-on Exercise. Students were able to gain a foundational understanding of generative AI concepts, including how it differs from other forms of AI and its applications and also understand the challenges and limitations associated with generative AI, including ethical considerations and potential biases.

The Department of AIML hosted a Technical Talk on “Be Curious with AI” on 05-12-2023 at AC seminar Hall, Canara Engineering College. The session was presided by Principal Dr. Nagesh H R. The program started with a welcome speech by Mr. Ashay Shetty, V semester AIML. The Principal addressed the students regarding the technical talk. The resource person Mr. Gavrish Prabhu, AI/ML Engineer at Nutanix, started the session with his insightful words. He was a graduate of Canara High School and Canara PU College. The comprehensive session included introduction to Machine Learning, Chapt GPT, Gernerative AI, Transformers, its potential impact on Society and the opportunities to AI Engineer. A total of 123 students actively participated in this technical talk. Dr. Manoj Gadiyar, HOD, Department of CSBS and Mrs. Kanmani, Assistant Professor, Department of AIML successfully coordinated the event.

A hands-on workshop was organized by Artificial Intelligence and Machine Learning Department for the Second Year & third year students of AI&ML and other CS allied branches on 25th November 2023 at their respective classrooms using their laptop and smartphone in Canara Engineering College, Benjanapadavu, Mangalore. This event was organised as online mode in association with Institution Innovation Council IIC (Institution’s Innovation Council) CEC Chapter and NXT Wave, Telangana. The resource person was Mr. Trivikrama, AI Expert, secured All India Rank 93 and graduated from IIT Delhi. He explained first about the theoretical concepts of Generative AI and later explained about the practical implementation of those concepts in building a generative AI model. He even shared few ideas for the participants to try building their own Generative AI model after the workshop and then submit it to them for evaluation. Dr. Basappa B Kodada – Head of the Department (AI&ML), the Co-ordinators of this workshop Mr.Siju V Soman & Mr. Nthin Kurup U.G , Assistant Professors from AI&ML department had also joined in the session through online mode.

The event was organized by the department of Artificial Intelligence and Machine Learning and the main objective of this program was to provide awareness of the process and hurdles involved in setting up the startup. Mr. Shashi Kumar and Mr. Kishor Bhat, Infienersol Pvt. Ltd., were the resource persons for this event. The resource persons shared their valuable experience in setting up the venture. The resource persons also shared their views on various opportunities available in the automobile industries as well as in the market. They enlighten the students in the direction of generating and identifying ideas for setting up their venture. A total of 126 students have participated in this event

The Branch Entry program was organized by the Central Arts and Cultural department of CEC on 17/11/2023 at the Open Air Auditorium (Main Stage). Principal Dr.Nagesh H R inaugurated the event. A total of 31 students from the second year AIML class participated in the event. The students performed Skit, Dance and Song on the theme "Meme Mashup". Mr.Ajay Mahale and Ms.Hiba served as the MC, The event was monitored by faculty coordinator Mrs.Supriya A V.

Department of Artificial Intelligence & Machine Learning in association with the college cultural committee, celebrated 'Ayudha pooja ' with great fervour on 31/10/2023. Labs were decorated by the students. Colorful flowers, incense, and traditional rituals added a spiritual touch to the occasion. Principal and HoDs of various departments were present during the celebration. The event commenced with Sasaswathi Pooja at 11.15 AM, in Data Structures and Algorithms Lab of the department. Students,Staff and faculty members paid their respects to the goddess of knowledge. The lab computers and textbooks were also worshiped as part of the ceremony to recognize their significance in the pursuit of education and technological advancement. After the puja, prasadam were distributed to the gathering. Event was successfully coordinated by Mrs. Supriya A V, Department Cultural Coordinator.

A two days hands-on workshop was organized by Artificial Intelligence and Machine Learning Department for the Second Year students of AI&ML and other CS allied branches on 25th and 26th August 2023 in Skill Lab, Canara Engineering College, Benjanapadavu, Mangalore. This event was organised in association with Institution Innovation Council IIC (Institution’s Innovation Council) CEC Chapter and Manipal School of Information Sciences(MSIS), Manipal. The resource person was Prof. Sudarsan N.S Acharya, Assistant Professor in Manipal School of Information Sciences (MSIS), Manipal. He connected Computational Applications and its Focus Areas during his discussion. He discussed on the computational applications which includes Time Series Signal Processing, Image Processing, Portfolio Analysis, Risk & Return in Stocks, Clustering, Dimension reduction, Reconstructing and ECG signal with missing values, Transportation network analysis and Epidemic Dynamics. The inaugural function was held on 25th August 2023 at 9:00 AM. Dr. Ganesh V Bhat - Principal of CEC, Dr. Basappa B Kodada – Head of the Department (AI&ML) were present in the function and encouraged the participants to participate actively in the workshop and gain knowledge in the field of Machine Learning. Ms.Chithanya Lakshmi and Ms.Thanvi, second year students from AI&ML department invoked the blessings of almighty. The dignitaries and the participants together inaugurated by lighting the lamp to mark a blessed beginning. Mr. Siju V Sman, the coordinator of the workshop welcomed the dignitaries on the dais and the participants to the two days’ workshop. Ms.Deeksha, second year student from AI&ML department was the Master of the Ceremony. The two days’ workshop was concluded on 26th August 2023 with a valedictory function at 3:30 PM. The principal Dr.Ganesh V Bhat, Head of the Department (AI&ML) Dr. Basappa B Kodada and the resource person Prof. Sudarsan N.S Acharya were present along with the participants in this function. The participants and the resource person shared their feedback on the two days’ workshop and thanked the management and the respective authorities for arranging this knowledge gaining workshop. Mrs.Supriya A.V, Assistant Professor in Artificial Intelligence & Machine Learning department proposed the vote of thanks and the program was concluded with a high tea by 4:00 PM.

A two days hands-on workshop was organized by Artificial Intelligence and Machine Learning Department for the Second Year students of AI&ML and other CS allied branches on 25th and 26th August 2023 in Skill Lab, Canara Engineering College, Benjanapadavu, Mangalore. This event was organised in association with Institution Innovation Council IIC (Institution’s Innovation Council) CEC Chapter and Manipal School of Information Sciences(MSIS), Manipal. The resource person was Prof. Sudarsan N.S Acharya, Assistant Professor in Manipal School of Information Sciences (MSIS), Manipal. He connected Computational Applications and its Focus Areas during his discussion. He discussed on the computational applications which includes Time Series Signal Processing, Image Processing, Portfolio Analysis, Risk & Return in Stocks, Clustering, Dimension reduction, Reconstructing and ECG signal with missing values, Transportation network analysis and Epidemic Dynamics. The inaugural function was held on 25th August 2023 at 9:00 AM. Dr. Ganesh V Bhat - Principal of CEC, Dr. Basappa B Kodada – Head of the Department (AI&ML) were present in the function and encouraged the participants to participate actively in the workshop and gain knowledge in the field of Machine Learning. Ms.Chithanya Lakshmi and Ms.Thanvi, second year students from AI&ML department invoked the blessings of almighty. The dignitaries and the participants together inaugurated by lighting the lamp to mark a blessed beginning. Mr. Siju V Sman, the coordinator of the workshop welcomed the dignitaries on the dais and the participants to the two days’ workshop. Ms.Deeksha, second year student from AI&ML department was the Master of the Ceremony. The two days’ workshop was concluded on 26th August 2023 with a valedictory function at 3:30 PM. The principal Dr.Ganesh V Bhat, Head of the Department (AI&ML) Dr. Basappa B Kodada and the resource person Prof. Sudarsan N.S Acharya were present along with the participants in this function. The participants and the resource person shared their feedback on the two days’ workshop and thanked the management and the respective authorities for arranging this knowledge gaining workshop. Mrs.Supriya A.V, Assistant Professor in Artificial Intelligence & Machine Learning department proposed the vote of thanks and the program was concluded with a high tea by 4:00 PM.

An Industrial Visit was organized by IEEECan and Artificial Intelligence and Machine Learning Department for the Second Year students on 9th August 2023 at Manipal Universal Technology Business Incubator (MUTBI) and Bio-Incubation Centre, Manipal. This event was organised in association with Institution Innovation Council IIC CEC Chapter. Manipal Universal Technology Business Incubator (MUTBI) and Bio-Incubation centre are the initiatives of Manipal Academy of Higher Education, Manipal, and they provide services to students, faculty, alumni as well as people of the region to start their own Venture in line with the social objectives of Government of India. Mrs. Kanmani and Mr. Siju V Soman, Assistant Professors, Department of AI&ML shared the responsibilities for successfully conducting the event. A total of 61 students and 4 faculty members participated in this event. The visit was organized to make student familiar with the various entrepreneurial options in the field of Artificial Intelligence and Machine Learning. Their team demonstrated few products developed at their incubator centre and about the facilities provided for young entrepreneurs. They encouraged the students and faculty members to join the incubation centre as a member and explore various facilities provided by various Manipal Institutions A total of 64 students and 4 faculty benefitted from the event.

An Industrial Visit was organized by Artificial Intelligence and Machine Learning Department for the Second Year students on 9th August 2023 at Manipal Universal Technology Business Incubator (MUTBI) and Bio-Incubation Centre, Manipal. This event was organised in association with IEEE Canara Engineering  Student Branch and  Institution Innovation Council IIC (Institution’s Innovation Council) CEC Chapter. Manipal Universal Technology Business Incubator (MUTBI) and Bio-Incubation centre are the initiatives of Manipal Academy of Higher Education, Manipal, and they provide services to students, faculty, alumni as well as people of the region to start their own Venture in line with the social objectives of Government of India. Mrs. Kanmani and Mr. Siju V Soman, Assistant Professors, Department of AI&ML shared the responsibilities for successfully conducting the event. A total of 61 students and 4 faculty members participated in this event. The visit was organized to make student familiar with the various entrepreneurial options in the field of Artificial Intelligence and Machine Learning. Their team demonstrated few products developed at their incubator centre and about the facilities provided for young entrepreneurs. They encouraged the students and faculty members to join the incubation centre as a member and explore various facilities provided by various Manipal Institutions.

An Industrial Visit was organized by Artificial Intelligence and Machine Learning Department for the Second Year students on 9th August 2023 at Manipal Universal Technology Business Incubator (MUTBI) and Bio-Incubation Centre, Manipal. This event was organised in association with IEEE Canara Engineering Student Branch and Institution Innovation Council IIC CEC Chapter. Manipal Universal Technology Business Incubator (MUTBI) and Bio-Incubation centre are the initiatives of Manipal Academy of Higher Education, Manipal, and they provide services to students, faculty, alumni as well as people of the region to start their own Venture in line with the social objectives of Government of India. Mrs. Kanmani and Mr. Siju V Soman, Assistant Professors, Department of AI&ML shared the responsibilities for successfully conducting the event. A total of 61 students and 4 faculty members participated in this event. The visit was organized to make student familiar with the various entrepreneurial options in the field of Artificial Intelligence and Machine Learning. Their team demonstrated few products developed at their incubator centre and about the facilities provided for young entrepreneurs. They encouraged the students and faculty members to join the incubation centre as a member and explore various facilities provided by various Manipal Institutions.

The Department of Artificial Intelligence and Machine Learning in association with IIC (Institution Innovation Council), hosted one day Mini Project Exhibition on 28-06-2023. A total of 63 second-year students in the Artificial Intelligence and Machine Learning department have demonstrated their skills by creating and presenting Internet of Things (IoT)-based Mini Projects using the IoT- based skill set they acquired during the department workshop. There were more than 140 visitors, including the Principal, Deans, Heads of various departments, and students of the college have visited and gave valuable feedback & advice for further improvement and enhancement of the mini-projects. Totally 15 projects related to Home Automation, Smart Irrigation, Smart Appliances, Vending machines, etc. were demonstrated by the students.

The Department of AIML in association with Coding Club organized a one day Hands-on Workshop “Dive into Python” on 16-02-2023 in the Skill Lab. Mr. Adithya Pai B and Mr.Ashwin Prabhu G G, both from 4th Year CS&E were the resource persons. Inaugural session was graced by Principal, Dr.Ganesh V Bhat and HoD of the department of AIML, Dr.Basappa B Kodada. Ms.Deeksha Divakar, student of 3rd Semester AIML, welcomed the dignitaries and attendees and gave brief introduction of the key speakers. Workshop dealt with the topics such as introduction to Python, setting up VSCode IDE, various language constructs, regular expressions, numPy, Pandas, Selenium etc. Valedictory session was chaired by Dean Academics, Dr.Demian Antony D’Mello.. Students felt the workshop informative, knowledgeable and shared the same through their feedback. Dean urged students not to stop their learning after the workshop but to continue their practice to gain expertise in the topic. Dr. Basappa B. Kodada, HoD, congratulated the key speakers Mr.Adithya Pai B and Mr.Ashwin Prabhu G G for their hardwork and gave a token of appreciation. Mr.Ashay Shetty, student of 3rd Semester AIML proposed the vote of thanks. The event was coordinated by Supriya A V, Assistant Professor, Department of AIML.

A seminar and interactive session on the 'Role of AI in Business' by Dr. Radhakrishna Rao was held on February 3, 2023. Dr. Krishna delivered an impressive presentation highlighting current AI trends in the industry with a case study on 'Smart Kitchen'. The faculty and technical staff of CEC interacted with the expert for about half an hour.

The Department of AIML organized 3 days of Hands-on Workshop on “Internet of Things for Beginners” from 11-01-2023 to 13-01-2023 in the Skill Lab. The workshop session was delivered by Mr. Baba Fakruddin Ali B H, Research Scholar, VIT, Vellore. He is also an alumnus of Canara Engineering College. In 2014, he completed his M.Tech programme in computer science and engineering from CEC. Students learned about the ATmega328P Arduino Uno Development Kit, Types of Microcontrollers, and Introduction to Microcontrollers. The day 1 session concluded with hands-on practice connecting LEDs and IR sensors to the Arduino Uno. The students were educated about different sensors and uploading data collected by sensors to the cloud using Arduino Uno and also students are assigned with the mini projects. The student projects were assessed by the faculty members of AIML and the Resource Person. The workshop has seen enthusiastic participation from the 63 AIML students, 10 CSD students, and 8 faculty members from different branches.

Artificial Intelligence and Machine Learning Branch Entry program was organized by the department cultural committee on 2nd December 2022 in the AC Seminar Hall. Event begun with the Invocation by Mr. Kini Mehul Muralidhar from 3rd Sem.Prof. Nithin Kurup U G, faculty at department of AIML welcomed the second year students. The program was coordinated by Mrs. Supriya A V, Assistant Professor and Chaired by Dr. Basappa B Kodada, HOD, Department of AIML. Department congratulated Mr. Ashay Shetty, elected as Joint-Secretary in the Student Council Election 2022-23 and wished him the best for his journey. Anoop Sadananda Prabhu, Kini Mehul Muralidhar, Akhila Prabhu, Sarthak Pramod Pai were congratulated with a token of appreciation for qualifying for a prototyping sprint in e-Yantra competition under the guidance of Dr. Krishna Prabhu. Department also congratulated with a token of appreciation the first-year toppers Mr.Ashay Shetty, Mr.Kini Mehul Muralidhar, Mr. Sharan, and Mr. Anoop Sadananda Prabhu of the AIML department for their excellent performance in the first-year exams. Dr. Basappa B Kodada, Head of the Department of Artificial Intelligence and Machine Learning addressed the second-year students and spoke about the department’s Vision, Mission, Opportunities in the field of AIML, the importance and benefits of undertaking mini projects on real problems, and planned technical and training events for the academic year. Ms. Kanmani, faculty at the Department of Artificial Intelligence & Machine Learning proposed the vote of thanks.

The Department of Central Library and Information Center conducted “A talk on Effective Utilization of Library” on 30/11/2022 for second year students of Artificial Intelligence and Machine Learning. Mrs. Supriya A V, Assistant Professor, Department of Artificial Intelligence and Machine Learning, spoke about the facilities available at the college central library, benefits of VTU e-resource usage during research, paper publication and project report preparation. The students were shown a demonstration of a remote access solution that is specifically designed for effective access of digital content subscribed by VTU Consortium such as e- journals, e-books, articles from various publishers Springer Nature , Taylor and Francis, Elsevier /Science Direct, IEEE POP, Emerald, McGraw Hill and Turnitin Online Plagiarism Check Tool, Lanquill(Sententia) Netanalytiks Grammar Tool.