Foundations for Machine Learning

Currently Playing: Where is AI headed? Evolution, current trends and job opportunities

How AI Went from Perceptrons to Superhuman Agents - And What Comes Next Description: Artificial Intelligence did not become powerful overnight. It evolved in four waves - each defined by breakthroughs in data, compute, and ideas. In this video, we break down the entire evolution of AI/ML across four major eras: Before 2010: The age of rule-based systems, SVMs, and statistical learning 2010–2020: The deep learning revolution - from AlexNet to AlphaGo 2020–2025: The rise of foundation models, LLMs, and multimodal systems 2025–2030: The decade of agents, autonomy, and human-AI collaboration We cover: The key models that shaped each era Why Transformers changed everything What is actually coming next for AI (beyond the hype) How job roles in AI have shifted over the years What skills will matter most in the next 5 years This is not a hype video. It is a deep, structured exploration of how AI has grown - and how you can grow with it. If you are a student, researcher, builder, or just AI-curious - this is your 30-minute roadmap to understanding where we are, how we got here, and where we are headed.