Dive into regression โ the supervised learning approach used to predict continuous outcomes. Explore common algorithms, loss functions, evaluation metrics, and practical projects.
Discover how Supervised Learning teaches machines through labeled examples โ from email spam detection to disease diagnosis โ and why itโs the backbone of modern AI.
Understand the three major types of AI: Artificial Narrow Intelligence, Artificial General Intelligence, and Artificial Superintelligence โ and what separates todayโs AI from tomorrowโs possibilities.
Understand how activation functions like ReLU, Sigmoid, and GELU shape the learning process in neural networks โ and why choosing the right one matters.