Mastering Data Analysis with Python Pandas

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Beginner

56 Lessons

2h 25min

Certificate of Completion

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

103 Playgrounds

9 Challenges

9 Quizzes

This course includes

103 Playgrounds

9 Challenges

9 Quizzes

Course Overview

There are several exercises that focus on how to use a particular function and method. The functions are covered in detail by explaining the important parameters and how to use them. By completing this course, you will be able to do data analysis and manipulation with Pandas easily and efficiently.

What You'll Learn

Hands-on experience with Python Pandas

Learn about data analysis and manipulation functions of Python Pandas

What You'll Learn

Hands-on experience with Python Pandas

Course Content

Course Introduction

Why Should You Take This Course?

What Will You Achieve by Completing This Course?

Pandas Data Structures

Pandas Series Pandas DataFrame

Creating a Data Frame

Reading Data from a File Create a DataFrame

Exploring a Data Frame

Size of a DataFrame Data Types of Columns Different Values in a Column Measures of Central Tendency Challenge: Find the Most Frequent Values in a Column Quiz Yourself: Exploring a DataFrame

Filtering a Data Frame

Why Do We Need Filtering?

Filtering with "loc" and "iloc" Methods Filtering by Selecting a Subset of Columns Filtering by Condition Filtering Rows with the Query Function Challenge: Filter Out the Values Below Average Quiz Yourself: Filtering a DataFrame

String Manipulation with Pandas

8 Lessons

Date Manipulation with Pandas

6 Lessons

Handling Missing Values with Pandas

6 Lessons

Data Analysis with Pandas

8 Lessons

10.

Data Visualization with Pandas

4 Lessons

11.

Combining DataFrames with Pandas

3 Lessons

12.

Final Challenge and Quiz

2 Lessons

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

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