Essential Math for AI Programming & Data Structures

What you will learn

• To recall and articulate the fundamental concepts and principles of discrete math, calculus, linear algebra, and probability theory.
• To apply the acquired knowledge to solve problems across various areas of artificial intelligence.
• To gain familiarity with essential Python packages for data analysis, visualization, numeric computing, and machine learning.
• To write and debug simple programs in Python, including using functions, object-oriented programming, and built-in data structures like lists and dictionaries.
• To understand and be able to use basic functionality in NumPy, Matplotlib, Sci-kit learn, and Pandas.