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Course overview

Pandas

Series, DataFrames, and the table-shaped data workflows ML sits on top of.

Beginner

2–3 weeks

4 modules

7 lessons

Start first lesson Certificate

What you'll cover

Module 1. Introduction
1. 1. Welcome & Setup – Pandas
Module 2. Pandas Fundamentals
1. 1. Pandas Basics
2. 2. Indexing, Selecting & Assigning in Pandas
Module 3. Data Exploration & Analysis
1. 1. Summary Functions & Maps
2. 2. Grouping, Multi-Indexes & Sorting
Module 4. Data Cleaning & Preparation
1. 1. Data Types & Missing Values
2. 2. Renaming & Combining in Pandas