AI & Machine Learning Fundamentals

Dive into the exciting world of Artificial Intelligence and Machine Learning with this comprehensive course designed for both beginners and professionals looking to transition into AI. This 25-hour intensive program covers everything from basic concepts to advanced neural network implementations. Starting with Python programming fundamentals, you'll learn data manipulation with pandas and numpy, visualization with matplotlib, and statistical analysis. The course then progresses to core machine learning algorithms including supervised and unsupervised learning, decision trees, random forests, and support vector machines. The advanced sections cover deep learning with TensorFlow and PyTorch, building and training neural networks, computer vision, and natural language processing. Every concept is reinforced with hands-on projects using real-world datasets from industries like healthcare, finance, and e-commerce.