HomeCoursesData Analytics Interview Prep Using Pandas

4.8

Beginner

2h 30min

Data Analytics Interview Prep Using Pandas

The ultimate guide to data analytics interviews using Pandas. Strengthen your skills with advanced concepts and practice with real-world interview questions. Developed by FAANG engineers.

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Overview

Content

Reviews

In this course, you will face a number of challenges across different concepts, all with the data analytics library Pandas. This course is mainly to refresh your knowledge, as well as help you understand more advanced concepts. By solving multiple challenges, you will surely strengthen your skills and it will help you ace your interview involving Pandas. You will cover many topics such as: grouping, filtering, date manipulation, and more. By the time you finish this course, you will have the confidence you need to land your dream job.

In this course, you will face a number of challenges across different concepts, all with the data analytics library Pandas. Thi...Show More

Content

44 Lessons9 Quizzes20 Challenges

Course Introduction

2 Lessons

Get familiar with Pandas through practical challenges, using datasets centered on music, travel, and medical information.

What Should You Expect from This Course?

Datasets

Selection / Filters

8 Lessons

Unpack the core of selection and filtering techniques in Pandas for effective data analysis.

Introducing Selection & Filters in Pandas

Basic Filtering

Challenge: Multiple Filters

Filtering by a List/String Filters

Challenge: String Filters

Challenge: Combining Filter Types

Final Quiz

Summary & Other Concepts

Grouping

8 Lessons

Work your way through grouping DataFrames by columns, aggregation functions, and practical challenges.

Dates Manipulation

7 Lessons

Break down complex ideas on date manipulation, filtering, generating, and resampling with Pandas.

Apply / Map

7 Lessons

Solve problems in applying complex functions using Pandas' apply and map methods effectively.

Merge/Concat

7 Lessons

Tackle merging and concatenating DataFrames in Pandas for effective data analysis.

Quizzes: Assorted Topics

4 Lessons

Conclusion

1 Lessons

Get familiar with key Pandas functionalities and necessary skills for a Data Analyst interview.

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Course Author:

Maged Shalaby

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.

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Test your skills in a simulated interview setting. Receive personalized feedback based on your performance. Available for Coding Interviews, System Design, and more.

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Build prompt engineering skills. Practice implementing AI-informed solutions.

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