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12 Modules · 93 Lessons

Recommended resources

Module 1

Programming Foundations in Python

Module 2

Data Handling and Visualization in Python

Module 3

Logic and Computational Thinking

Module 4

Linear Algebra for Machine Learning

Module 5

Calculus for Machine Learning

Module 6

Probability and Statistics for AI

Module 7

Foundations of Machine Learning

Module 8

Supervised Learning: Regression Models

Module 9

Supervised Learning: Classification Models

Module 10

Unsupervised Learning and Dimensionality Reduction

Module 11

Neural Network Fundamentals

Module 12

Applied Deep Learning