Advanced pandas—Going Beyond the Basics
INTERACTIVE COURSE

Advanced pandas—Going Beyond the Basics

Intermediate

94 Lessons

16h

Certificate of Completion

AI Explanations
AI Explanations
Advanced pandas—Going Beyond the Basics
584 Playgrounds
10 Quizzes
80 Illustrations

Takeaway Skills

Understanding of pandas’ extensive capabilities in reading data from different sources

Working knowledge of how to effectively handle different types of data in pandas

Hands-on experience using data reshaping and manipulation techniques in pandas

Ability to leverage extended pandas libraries for advanced capabilities in handling and analyzing data

Familiarity with less conventional yet useful features of pandas

Knowledge of efficiency boosting techniques

Course Overview

Pandas is an easy-to-use and performant Python library for data manipulation and analysis. It is an important toolkit in a world where the volume of data created and captured is growing exponentially. In this course, you’ll discover an in-depth exploration of the pandas library. The course covers advanced techniques to reshape data, manipulate data, and handle various data types. You will also learn how to use less conventional pandas features to streamline workflows, while also leveraging extended pandas...Show More

Course Content

1

Before We Begin

2

Reading Data into pandas

3

Combining Data

4

Reshaping and Manipulating Data

5

Encoding Data Types

6

Handling Numerical Data

10 Lessons

7

Handling Categorical Data

6 Lessons

8

Handling Text Data

7 Lessons

9

Handling Time Series Data

17 Lessons

10

Handling Sparse Data Structures

2 Lessons

11

Handling Missing Data

4 Lessons

12

Leveraging Further Features of pandas

6 Lessons

13

Utilizing Extended Libraries

5 Lessons

14

Wrap Up

1 Lesson

15

Appendix

5 Lessons

COURSE AUTHOR

How You'll Learn

Hands-on Coding Environments

You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.

2x Faster Learning — With No Setup

Videos are holding you back. Educative‘s interactive, text-based lessons accelerate learning — no setup, downloads, or alt-tabbing required.

AI-Powered Learning

Learn faster and smarter with adaptive AI tools embedded in every Educative course.

Progress You Can Show

Built-in assessments let you test your skills. Completion certificates let you show them off.

Recommended Courses

BEFORE STARTING THIS COURSE

AFTER FINISHING THIS COURSE

FOR TEAMS

Interested in this course for your business or team?

Unlock this course (and 1,000+ more) for your entire org with DevPath