AI and Machine Learning Masterclass at IIT Bombay

AI AND MACHINE LEARNING MASTERCLASS AT IIT BOMBAY_Build a strong foundation in artificial intelligence and machine learning_ * SATURDAY 11TH OCTOBER 2025 / FROM 10:00 AM TO 5:30 PM * This masterclass is designed for students, professionals, tech enthusiasts, and aspiring data scientists who want to dive into the world of artificial intelligence and machine learning. You’ll learn core concepts, real-life applications, and get hands-on with ML workflows – even if you’re just starting out. Whether you’re from a coding, non-coding, or business background, this workshop will help you make sense of AI and ML in a practical, beginner-friendly way. Edunautic collaboration x AI Community IIT BOMBAY CERTIFICATE - HARD COPY POST WORKSHOP. THIS WORKSHOP IS FOR: 1) Students and graduates exploring careers in AI/ML 2) Non-tech professionals curious about how AI works 3) Aspiring data scientists wanting hands-on experience 4) Educators and trainers looking to adopt AI tools 5) Working professionals aiming to apply ML in their field 6) Anyone eager to understand AI’s real-world impact WHAT YOU’LL LEARN AUDIENCE INTRODUCTION Timing: 10:30 a.m. – 11:00 a.m. Welcome and expectations AI/ML landscape overview Real-world impact of machine learning UNDERSTANDING AI AND ML FUNDAMENTALS MODULE 1 Timing (11:00 a.m. to 1:00 p.m.) Start with core concepts and how machines learn from data. TOPICS COVERED * What is AI and ML? Definitions, differences, and real-life applications * Supervised vs Unsupervised Learning Use cases, examples, and simplified explanation * Workflow of a Machine Learning Model Data -> Training -> Evaluation -> Prediction * Common ML Algorithms (explained simply) Linear regression, classification, clustering SKILLS ACQUIRED * AI and ML conceptual clarity * Data-driven thinking * Model building mindset * Application awareness TOOLS AND TECHNIQUES IN MACHINE LEARNING MODULE 2 Timing (2:00 p.m. to 3:30 p.m.) Get familiar with tools used to build and experiment with AI and ML. TOPICS COVERED * Hands-on with Google Teachable Machine Create a basic ML model in minutes * Intro to Python and Scikit-learn Beginner-friendly ML Libraries * Role of Data in Machine Learning Collecting, cleaning, and splitting datasets * Responsible AI Bias, fairness, and ethical use of data SKILLS ACQUIRED * Tool-based learning * Awareness of Python ML libraries * Responsible AI principles * Understanding ML pipelines MINI PROJECT AND AI CAREER INSIGHTS MODULE 3 Timing (3:30 p.m. to 05:30 p.m.) Apply what you’ve learned and plan your next steps in the AI/ML journey. TOPICS COVERED * ML Mini Project (live activity) Build a model using Google Teachable Machine or Scikit-learn * How to Learn AI/ML Further Certification paths, courses, online platforms * AI Career Roles and Salary Trends Data analyst, ML engineer, AI consultant * What’s Next in AI? GenAI, LLMs, AI in your field SKILLS ACQUIRED * Hands-on ML model creation * Career mapping in AI/ML * Project presentation and teamwork * Clarity on next steps Also check out other Workshops in Mumbai [https://allevents.in/mumbai/workshops] .