With Data Analytics Interview Prep Using Pandas you will get a 40% discount on yearly plans and a 20% monthly discount oneducative.io. It is one of the popular courses from educative.io
In this course, you will face a number of challenges across different concepts, all with the data analytics library Pandas.
Data Analytics Interview Prep Using Pandas– Developer Discount
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What will you learn from this course?
1. Course Introduction
- What Should You Expect from This Course?
- Datasets
2. Selection / Filters
- Introducing Selection & Filters in Pandas
- Basic Filtering
- Challenge: Multiple Filters
- Filtering by a List/String Filters
- Challenge: String Filters
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)
4. Dates Manipulation
- Introduction to Dates Manipulation
- Challenge 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 Quiz
- Summary & Other Concepts
5. Apply / Map
- Introduction to Using Apply/Map in Pandas
- Challenge 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 Quiz
