Data Analytics Interview Prep Using Pandas
INTERACTIVE COURSE

Data Analytics Interview Prep Using Pandas

Intermediate

44 Lessons

2h 30min

Certificate of Completion

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Data Analytics Interview Prep Using Pandas

This course includes:

26 Playgrounds
20 Challenges
9 Quizzes
8 Illustrations

Course Overview

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 yo...Show More

Course Content

1

Course Introduction

What Should You Expect from This Course?
Datasets
2

Selection / Filters

Introducing Selection & Filters in Pandas
Basic Filtering
Challenge: Multiple FiltersFiltering by a List/String FiltersChallenge: String FiltersChallenge: Combining Filter TypesFinal QuizSummary & Other Concepts
3

Grouping

Introduction to Grouping
Challenge 1: Sum of Plays per Country (Trivial)Challenge 2: Sum of Plays per Country + Genre (Trivial)Challenge 3: Countries with >1000 Plays (Easy)Challenge 4: Plays-to-Fans Ratio (Medium)
Challenge 5: Multiple Aggregations (Difficult)Final QuizSummary & Other Concepts
4

Dates Manipulation

Introduction to Dates ManipulationChallenge 1: Count of Dates in Month (Trivial)Challenge 2: Count within Date Range (Trivial)Challenge 3: Generate Dates (Easy)Challenge 4: Grouping/Resampling By Month (Difficult)Final QuizSummary & Other Concepts
5

Apply / Map

Introduction to Using Apply/Map in PandasChallenge 1: Mapping Countries to Continents (Trivial)Challenge 2: Band Initials (Trivial)Challenge 3: Is the Band Popular? (More Complex Function) (Easy)Challenge 4: Sales (Medium)Final QuizSummary & Other Concepts
6

Merge/Concat

7 Lessons

7

Quizzes: Assorted Topics

4 Lessons

8

Conclusion

1 Lesson

COURSE AUTHOR
Maged Shalaby

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