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Pandas Brain Teasers

Pandas Brain Teasers

Explore puzzles designed to enhance your critical thinking and problem-solving skills using pandas. Gain insights into common pitfalls and sharpen your data manipulation techniques.

Intermediate

53 Lessons

1h 20min

Certificate of Completion

Explore puzzles designed to enhance your critical thinking and problem-solving skills using pandas. Gain insights into common pitfalls and sharpen your data manipulation techniques.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

43 Playgrounds
25 Quizzes

This course includes

43 Playgrounds
25 Quizzes
Course Overview
What You'll Learn
Course Content

Course Overview

Puzzles are a great way to practice your critical thinking and problem-solving skills. This course assumes a basic understanding of pandas. The teasers and puzzles in this course are designed to help you practice what you already know and help avoid future mistakes.

TAKEAWAY SKILLS

Python

Python Basics

Python Programming

What You'll Learn

Have a deep dive into Python pandas concepts.

Test your knowledge about pandas with the help of riddles.

Learn the inside tricks of pandas with the help of puzzles.

Learn to use pandas in the pythonic style.

Learn the principles of Zen of python for pandas library instructions.

Learn how to avoid common mistakes in pandas.

What You'll Learn

Have a deep dive into Python pandas concepts.

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Course Content

1.

Before We Begin

Get familiar with common pandas mistakes through engaging brain teasers and practical insights.
Why This Course?
Course Structure
2.

Puzzles

Solve coding puzzles and explore advanced Pandas functionalities like relational operators, data manipulation, and datetime handling.
Puzzle 1: RectifiedRelational Operators with Pandas SeriesPuzzle 2: In or Out?Access Elements of Pandas SeriesPuzzle 3: Month by MonthRead CSV Data into Pandas DataFramesPuzzle 4: Round and Round We GoThe round() Function with a Pandas SeriesPuzzle 5: Who's in Rick's Garage?The lower() Method with Pandas SeriesPuzzle 6: All FullThe all() Method with Pandas SeriesPuzzle 7: Div SumThe sum() Method with Pandas SeriesPuzzle 8: Once Upon a TimeCompare naive and tz-aware ValuesPuzzle 9: A Hefty BonusAdd the Values of a Pandas SeriesPuzzle 10: Free RangeRelational and Logical Operators with Pandas SeriesPuzzle 11: fillna()? Phil? Nah!fillna() with Pandas SeriesPuzzle 12: MultiplyingMultiplying Values of Pandas SeriesPuzzle 13: A 10% DiscountAccess and Modify DataFrames ValuesPuzzle 14: A Tale of One CityCall Functions on Pandas DataFrames ValuesPuzzle 15: Free-RangePrint the Length of DataFrames at a Specified LocationPuzzle 16: Y3KCreate a Pandas Timestamp ObjectPuzzle 17: Not My TypeConcatenate Values of Two DataFramesPuzzle 18: Off with Their NaNsLogical Operators with Pandas SeriesPuzzle 19: Holding Out for a HeroFind Values in a Pandas SeriesPuzzle 20: It's a Date!Create a Pandas Timestamp and date_range ObjectPuzzle 21: What's the Points?Export Pandas DataFrame to CSV FormatPuzzle 22: Quick, Find a Phone Booth!Merge the Values of Two DataFramesPuzzle 23: Chain of CommandsImplicit Line JoiningPuzzle 24: Late AdditionInsert Columns into a Pandas DataFramePuzzle 25: Hit and RunRead an SQLite File
3.

Wrapping Up

Examine your enhanced understanding of pandas, improved through structured brain teasers.
Conclusion

Course Author

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