HomeCoursesData Analysis & Processing with Pandas
AI-powered learning
Save

Data Analysis & Processing with Pandas

Gain insights into Pandas' powerful tools for data analysis. Learn about Series, DataFrames, and optimize performance for data operations, filtering, and file uploads.

4.6
42 Lessons
4h
Join 2.9 million developers at
Join 2.9 million developers at

Learning Roadmap

42 Lessons3 Quizzes6 Challenges

3.

Other topics

Other topics

11 Lessons

11 Lessons

Work your way through managing missing values, exporting data, converting types, and handling duplicates.

4.

Improve performance

Improve performance

4 Lessons

4 Lessons

Apply your skills to optimize file loading, reduce memory usage, and speed up operations in Pandas.
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.
Author NameData Analysis & Processingwith Pandas
Developed by MAANG Engineers
ABOUT THIS COURSE
Pandas is a very popular Python library that provides powerful, flexible and high-performance tools to process data. If you’re looking to get into data science, machine learning, or you just want to brush up on your analytics skills, then look no further. In this course, you’ll learn how to process and analyze data with Pandas. You’ll start out by covering the basic data structures in Pandas: Series and dataframes. In the latter half of the course, you’ll learn how to perform operations on different data structures, and how to optimize performance for file uploads, data filtering, and more.
ABOUT THE AUTHOR

Neko Yan

Data lovers, machine learning enthusiasts. Senior machine learning researcher in NLP, reinforcement learning, and display advertisement prediction.

Learn more about Neko

Trusted by 2.9 million developers working at companies

These are high-quality courses. Trust me the price is worth it for the content quality. Educative came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks

A

Anthony Walker

@_webarchitect_

Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!

E

Evan Dunbar

ML Engineer

You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it.

S

Software Developer

Carlos Matias La Borde

I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site

S

Souvik Kundu

Front-end Developer

Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content.

V

Vinay Krishnaiah

Software Developer

Built for 10x Developers

No Passive Learning
Learn by building with project-based lessons and in-browser code editor
Learn by Doing
Personalized Roadmaps
The platform adapts to your strengths & skills gaps as you go
Learn by Doing
Future-proof Your Career
Get hands-on with in-demand skills
Learn by Doing
AI Code Mentor
Write better code with AI feedback, smart debugging, and "Ask AI"
Learn by Doing
Learn by Doing
MAANG+ Interview Prep
AI Mock Interviews simulate every technical loop at top companies
Learn by Doing

Free Resources

FOR TEAMS

Interested in this course for your business or team?

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