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Ch 1: Python & Programming Foundations
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Chapter 1: Python & Programming Foundations
530 concepts
25 sections
Chapter Overview
Write Python programs · Use NumPy, Pandas, Matplotlib · Version control with Git
Sections
1
Python Basics
2
Object-Oriented Programming
3
NumPy
4
Pandas
5
SciPy
6
Data Visualization
7
Version Control with Git
8
Scikit-learn
9
Python Under the Hood
10
Algorithms and Data Structures for ML
11
Nice to Know
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Ch 2: Mathematical Foundations