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Python and ML proficiency

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12 Modules · 81 Lessons

Recommended resources

Module 1

Advanced Python Fundamentals

Module 2

Object-Oriented Programming in Python

Module 3

NumPy for Numerical Computing

Module 4

Data Manipulation with Pandas

Module 5

Data Visualization and Preparation

Module 6

Linear Algebra Foundations

Module 7

Calculus for Machine Learning

Module 8

Probability and Statistics Essentials

Module 9

Introduction to Machine Learning

Module 10

Supervised Learning: Regression

Module 11

Supervised Learning: Classification

Module 12

Unsupervised Learning and Dimensionality Reduction