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Professional Certificate inEssential 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 write and debug simple programs in Python, including using functions, object-oriented programming, and built-in data structures like lists and dictionaries.
To gain familiarity with essential Python packages for data analysis, visualization, numeric computing, and machine learning.
To understand and be able to use basic functionality in NumPy, Matplotlib, Sci-kit learn, and Pandas.
To apply the acquired knowledge to solve problems across various areas of artificial intelligence.

Expert instruction
2 skill-building courses
2 months
1 - 3 hours per week
Discounted price:$135.00 Original price:$150.00 USD
For the full program experience

Lecturer in the discipline of natural language processing in the Department of Computer Science

Columbia University

Experts from Columbia University (ColumbiaX) committed to teaching online learning

Discounted price:$135.00 Original price:$150.00 USD

2 courses in 2 months

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