Essential Math for AI Programming & Data Structures
- 10%
Last updated on June 28, 2025 5:38 pm
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.
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