AI/ML Workshop: Exploring Generative AI with Gemini 1.5 – Concepts, Techniques & Applications

Maulana Abul Kalam Azad University of Technology, NH12, Simhat, Haringhata Farm, 741249

GDG on Campus Maulana Abul Kalam Azad University of Technology - Kalyani, India

Dive into the exciting world of Generative AI with our hands-on workshop featuring expert speakers! Learn the foundations of AI, explore cutting-edge techniques like GANs and RAG, and uncover how AI creates "original" content. Whether you're a beginner or an enthusiast, this is your chance to upskill and innovate. Join us on this thrilling journey and reshape the future of AI! 🚀

Dec 12, 5:30 – 11:30 AM (UTC)

224 RSVP'd

Key Themes

AIBuild with AICertification Study GroupDuet AIMachine LearningTensorFlowTensorFlow ExtendedVertex AI

About this event

Step into the fascinating world of AI/ML with our immersive workshop, "Exploring Generative AI with Gemini 1.5"! This event is designed to bridge the gap between AI theory and hands-on practice, making it perfect for students, professionals, and enthusiasts eager to dive deeper into the transformative power of AI. Whether you're just starting or looking to refine your skills, this workshop will take you on a journey through the exciting landscape of AI/ML.

What to Expect?

On Day 1, we’ll kick things off by exploring the foundations of Discriminative AI. We’ll cover how AI distinguishes between data types using supervised learning, classification, and regression. Through hands-on activities, including building a simple binary classifier with Python, you'll gain practical experience and insights into the challenges of applying discriminative AI to real-world tasks.

As the day progresses, we’ll transition into the world of Generative AI. Learn how cutting-edge AI models like GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders), and Transformers generate new content, from text and images to music and more. We’ll explore the groundbreaking applications of these models across industries like entertainment, design, and research, and engage in live demos that will allow you to witness these models in action. We’ll also host group discussions on the ethical implications of AI’s creativity and the future of AI-generated content.

The final session will provide a deep dive into how AI produces "original" content. You’ll learn about latent space representation, embedding layers, and Retrieval-Augmented Generation (RAG)—an innovative technique that has revolutionized AI's ability to generate fact-based, relevant content. During live demonstrations, you’ll see how RAG works and gain practical knowledge that can be applied to your AI/ML projects.

Meet Your Expert Guides:

Shubhradeep Rang: A GATE-qualified professional and Ex-Research Intern at NIT Jamshedpur, Shubhradeep specializes in AI/ML research. With a strong academic background and hands-on experience, he’s passionate about making complex AI concepts easy to understand. Shubhradeep is excited to share his expertise and help you get a solid foundation in AI.

Animesh Manna: A Senior Data Annotator and Team Lead at iMerit Technology Services, Animesh has over 5 years of industry experience in data annotation and analysis for AI/ML projects, including real-world applications such as self-driving cars. His role has provided him with invaluable insights into how AI models are developed and refined, especially for high-impact projects in the AI/ML space. He will offer valuable guidance on implementing these techniques in practical applications.

Soumyajit Pramanik: GATE-qualified and with over 2 years of teaching experience, Soumyajit brings a wealth of knowledge in AI/ML. His experience in mentoring students and breaking down complex AI topics into digestible lessons makes him an invaluable resource for anyone wanting to get a strong foundation in the field.

This workshop is an incredible opportunity for anyone interested in AI/ML to deepen their knowledge and gain hands-on experience with the latest techniques in the field. You'll also have the chance to connect with like-minded individuals and learn from industry experts.

Whether you're just starting your AI journey or you're already familiar with the basics, this event will provide you with actionable insights, new skills, and the inspiration to take your AI/ML knowledge to the next level.

Don’t miss out on this exciting opportunity to explore the future of technology! 🚀

Register Now and Save Your Spot!

When

When

Thursday, December 12, 2024
5:30 AM – 11:30 AM (UTC)

Agenda

5:30 AM11:00 AM - 11:15 AM: Welcome and Introduction by Arpan Sinha
5:45 AM11:15 AM - 1:00 PM: Activity: Building a Binary Classifier
7:30 AM Lunch Break
8:30 AM2:00 PM - 3:15 PM: Introduction to Generative AI
9:45 AM3:15 PM - 4:00 PM: Understanding Retrieval-Augmented Generation (RAG)

Speakers

  • Subhradeep Rang

    GATE Scholar & Author @ AnalyticsVidhya

  • Animesh Manna

    iMerit Technology Services

    Sr. Data Annotator and Team Lead

  • Soumyajit Pramanik

    GATE Qualified & Tech Mentor

Host

  • Arpan Sinha

    GDG On Campus MAKAUT

    Lead / Organizer

Organizers

  • Arpan Sinha

    Maulana Abul Kalam Azad University of Technology, West Bengal, India

    Organizer

  • Joy Samadder

    Faculty Advisor

  • NIRVIK GHOSH

    Maulana Abul Kalam Azad University of Technology, West Bengal

    Mentor

  • SUJOY MODAK

    Co-Organizer

  • Aditya Ghosh

    GDG on Campus MAKAUT

    Co-Organizer

  • Debanjan Ghosh

    Head of events

    Management Head

  • Shuvrajiit Adhikary

    App Head

  • Srijon Chowdhury

    Web Head

  • Hrisikesh Pal

    Cyber Security Head

  • Sukalyan Roy

    Cloud Head

  • Somenath Goswami

    Maulana Abdul Kalam Azad University of Technology,WB

    AI/ML Head

  • Anik Das

    Design Head

  • Adarsh Kumar

    Maulana Abul Kalam Azad University of Technology

    Finance Head

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