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

Updated 1 month ago

Join 2.8 million developers at

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.

Pandas is a very popular Python library that provides powerful, flexible and high-performance tools to process data. If you’re ...Show More

Learning Roadmap

Your Personalized Roadmap is ready!

Your roadmap is tailored to your weekly

schedule - adjust it anytime.

Your roadmap is tailored to your weekly schedule - adjust it anytime.

You can customize your roadmap further or retake assessment from here

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Course Author:

Neko Yan

Developed by MAANG Engineers

Every Educative lesson is designed by a team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.

Trusted by 2.8 million developers working at companies

"These are high-quality courses. Trust me. I own around 10 and the price is worth it for the content quality. EducativeInc 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"

Anthony Walker

@_webarchitect_

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

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."

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"

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."

Vinay Krishnaiah

Software Developer

Course

Algorithms for Coding Interviews in Python

Your ultimate guide to algorithms for coding interviews. Master several must-know algorithms, and test your skills with real-world problems from top companies.

15 h

intermediate

Course

Python Quickstart for Experienced Programmers

This course provides a quick Python overview. It is for experienced programmers looking for key Python essentials to get productive quickly.

1 h

intermediate

Course

Recursion for Coding Interviews in Python

The ultimate recursion guide! Master basics, solve real-world problems, and get interview-ready in hours with FAANG engineers’ proven strategies.

7 h

intermediate

Course

Hands-on Machine Learning with Scikit-Learn

Gain insights into Scikit-Learn's datasets, feature engineering, linear/logistic regression, and unsupervised learning. Delve into k-means clustering and neural networks to enhance your machine learning expertise.

5 h

intermediate

Course

Python for Scientists and Engineers

Gain insights into Python for scientific computing. Explore arrays, plotting, linear equations, and algorithms using NumPy, Matplotlib, SciPy. Delve into applying tools with practical exercises.

13 h

intermediate

Course

Machine Learning with NumPy, pandas, scikit-learn, and More

Learn practical machine learning with NumPy, pandas, scikit-learn, and more. Learn data analysis, feature engineering, and deep learning using industry-standard frameworks. Basic Python required.

15 h

intermediate

Cloud Lab

Speech Synthesis Using Amazon Polly

Learn to use Amazon Polly for text-to-speech synthesis, integrating SSML for natural speech effects and enhancing applications.

1 h

beginner

Course

Algorithms for Coding Interviews in Python

intermediate

15 hour

Course