About
In this course you will discover the fundamentals behind cutting-edge technologies like self-driving cars, LLMs and image recognition. Our course covers the most important underlying concepts of AI, empowering you to create game-playing engines, chat-bots, image-recognition, and more. Through hands-on projects, you'll learn graph search algorithms, classification, optimization, and reinforcement learning, all while developing your Python programming skills. By the end of the course, you'll not only be well-versed in machine learning libraries but also possess the knowledge needed to design intelligent systems from scratch. Key Topics Covered: Python Programming Crash course in Linear and Matrix Algebra Fundamentals of Machine Learning Neural Networks NLP Miscellaneous applications of AI Course Details: Weekly (Mon-Fri) and week-night (2-3x/week) options available 144 in-class hours 12 week program Certificate Course