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Python for Data Science & Machine Learning

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Contents
1

Python Setup & Language Basics

ReadingFree

Data Types, Functions & OOP

Video20m
3

Python Fundamentals Quiz

Quiz10m
4

NumPy Arrays & Vectorised Operations

Reading18m
5

Pandas DataFrames — Data Wrangling

Video25m
6

Cleaning & Transforming Real Datasets

Reading20m
7

Scikit-learn — ML in 30 Minutes

Video30m
8

Building & Evaluating Your First Model

Reading22m
9

Data Science & ML Knowledge Check

Quiz15m
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Chapter 1 of 3·Python Essentials
Lesson 2 of 9Video20 min

Data Types, Functions & OOP

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