Home>Courses>Data Analysis & Processing with Pandas

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 in data science and machine learning.

Intermediate

42 Lessons

4h

Certificate of Completion

Gain insights into Pandas' powerful tools for data analysis. Learn about Series, DataFrames, and optimize performance for data operations, filtering, and file uploads in data science and machine learning.
AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

83 Playgrounds
6 Challenges
Course Overview
Course Content
Apply Your Skills
Recommendations

Course Overview

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

Course Content

4.

Improve performance

4 Lessons

Apply your skills to optimize file loading, reduce memory usage, and speed up operations in Pandas.

Course Author

Trusted by 2.5 million developers working at companies

Hands-on Learning Powered by AI

See how Educative uses AI to make your learning more immersive than ever before.

Instant Code Feedback

Evaluate and debug your code with the click of a button. Get real-time feedback on test cases, including time and space complexity of your solutions.

AI-Powered Mock Interviews

Adaptive Learning

Explain with AI

AI Code Mentor

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