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https://github.com/labex-labs/pandas-practice-plus
[Pandas Practice Plus]-In this course, You will practice more labs of Pandas. This will help you to master the skills more deeply.
https://github.com/labex-labs/pandas-practice-plus
List: pandas-practice-plus
awesome awesome-list challenges course education hands-on labex labs pandas programming python
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[Pandas Practice Plus]-In this course, You will practice more labs of Pandas. This will help you to master the skills more deeply.
- Host: GitHub
- URL: https://github.com/labex-labs/pandas-practice-plus
- Owner: labex-labs
- Created: 2024-05-22T07:26:27.000Z (8 months ago)
- Default Branch: master
- Last Pushed: 2024-05-23T02:44:06.000Z (8 months ago)
- Last Synced: 2024-05-23T08:41:40.679Z (7 months ago)
- Topics: awesome, awesome-list, challenges, course, education, hands-on, labex, labs, pandas, programming, python
- Homepage: https://labex.io/courses/pandas-practice-plus
- Size: 10.7 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Pandas Practice Plus
In this course, You will practice more labs of Pandas. This will help you to master the skills more deeply.
## Scenarios
| Index | Name | Difficulty | Practice |
|---------|--------------------------------------------------|--------------|----------------------------------------------------------------------------|
| 01 | 📖 Pandas Append Method | ★☆☆ | Start Lab |
| 02 | 📖 Pandas DataFrame Abs Method | ★☆☆ | Start Lab |
| 03 | 📖 Pandas DataFrame Align Function | ★☆☆ | Start Lab |
| 04 | 📖 Pandas DataFrame Applymap Method | ★☆☆ | Start Lab |
| 05 | 📖 Pandas DataFrame Asof Method | ★☆☆ | Start Lab |
| 06 | 📖 Pandas DataFrame Assign Method | ★☆☆ | Start Lab |
| 07 | 📖 Pandas DataFrame Backfill Method | ★☆☆ | Start Lab |
| 08 | 📖 Pandas DataFrame Boxplot Method | ★☆☆ | Start Lab |
| 09 | 📖 Pandas DataFrame Compare Method | ★☆☆ | Start Lab |
| 10 | 📖 Pandas DataFrame Convert_dtypes Method | ★☆☆ | Start Lab |
| 11 | 📖 Pandas DataFrame Corr Method | ★☆☆ | Start Lab |
| 12 | 📖 Pandas DataFrame Corrwith Method | ★☆☆ | Start Lab |
| 13 | 📖 Pandas DataFrame Cov Method | ★☆☆ | Start Lab |
| 14 | 📖 Pandas DataFrame Describe Method | ★☆☆ | Start Lab |
| 15 | 📖 Pandas DataFrame Droplevel Method | ★☆☆ | Start Lab |
| 16 | 📖 Pandas DataFrame Duplicated Method | ★☆☆ | Start Lab |
| 17 | 📖 Pandas DataFrame Filter Method | ★☆☆ | Start Lab |
| 18 | 📖 Pandas DataFrame From_dict Method | ★☆☆ | Start Lab |
| 19 | 📖 Pandas DataFrame Get Method | ★☆☆ | Start Lab |
| 20 | 📖 Pandas DataFrame Head Method | ★☆☆ | Start Lab |
| 21 | 📖 Pandas DataFrame Idxmax Method | ★☆☆ | Start Lab |
| 22 | 📖 Pandas DataFrame Idxmin Method | ★☆☆ | Start Lab |
| 23 | 📖 Pandas DataFrame Info Method | ★☆☆ | Start Lab |
| 24 | 📖 Pandas DataFrame Interpolate Method | ★☆☆ | Start Lab |
| 25 | 📖 Pandas DataFrame Keys Method | ★☆☆ | Start Lab |
| 26 | 📖 Pandas DataFrame Nlargest Method | ★☆☆ | Start Lab |
| 27 | 📖 Pandas DataFrame Nsmallest Method | ★☆☆ | Start Lab |
| 28 | 📖 Pandas DataFrame Pop Method | ★☆☆ | Start Lab |
| 29 | 📖 Pandas DataFrame Reindex Method | ★☆☆ | Start Lab |
| 30 | 📖 Pandas Series Append Method | ★☆☆ | Start Lab |
| 31 | 📖 Pandas DataFrame Pct_change Method | ★☆☆ | Start Lab |
| 32 | 📖 Pandas Series Astype Method | ★☆☆ | Start Lab |
| 33 | 📖 Pandas DataFrame At_time Method | ★☆☆ | Start Lab |
| 34 | 📖 Pandas DataFrame Fillna Method | ★☆☆ | Start Lab |
| 35 | 📖 Pandas DataFrame Combine_first Method | ★☆☆ | Start Lab |
| 36 | 📖 Pandas DataFrame Any Method | ★☆☆ | Start Lab |
| 37 | 📖 Pandas DataFrame Items Method | ★☆☆ | Start Lab |
| 38 | 📖 Pandas DataFrame Iterrows Method | ★☆☆ | Start Lab |
| 39 | 📖 Pandas DataFrame Itertuples Method | ★☆☆ | Start Lab |
| 40 | 📖 Pandas DataFrame Query Method | ★☆☆ | Start Lab |
| 41 | 📖 Pandas DataFrame Copy Method | ★☆☆ | Start Lab |
| 42 | 📖 Pandas DataFrame Eq Method | ★☆☆ | Start Lab |
| 43 | 📖 Pandas Series Apply Method | ★☆☆ | Start Lab |
| 44 | 📖 Pandas DataFrame Mean Method | ★☆☆ | Start Lab |
| 45 | 📖 Pandas DataFrame Median Method | ★☆☆ | Start Lab |
| 46 | 📖 Pandas DataFrame Drop Method | ★☆☆ | Start Lab |
| 47 | 📖 Pandas DataFrame Dropna Method | ★☆☆ | Start Lab |
| 48 | 📖 Pandas DataFrame Drop Duplicates Method | ★☆☆ | Start Lab |
| 49 | 📖 Pandas DataFrame Hist Method | ★☆☆ | Start Lab |
| 50 | 📖 Pandas DataFrame Count Method | ★☆☆ | Start Lab |
| 51 | 📖 Pandas DataFrame Memory Usage Method | ★☆☆ | Start Lab |
| 52 | 📖 Pandas DataFrame Rank Method | ★☆☆ | Start Lab |
| 53 | 📖 Pandas Series Agg Method | ★☆☆ | Start Lab |
| 54 | 📖 Pandas Series Aggregate Method | ★☆☆ | Start Lab |
| 55 | 📖 Pandas DataFrame Asfreq Method | ★☆☆ | Start Lab |
| 56 | 📖 Pandas Series Asfreq Method | ★☆☆ | Start Lab |
| 57 | 📖 Pandas DataFrame Join Method | ★☆☆ | Start Lab |
| 58 | 📖 Pandas DataFrame Pivot Table Method | ★☆☆ | Start Lab |
| 59 | 📖 Pandas DataFrame Astype Method | ★☆☆ | Start Lab |
| 60 | 🎯 Pandas IO Data Ingestion and Export | ★☆☆ | Start Challenge |
| 61 | 🎯 Pandas DataFrame Accessors | ★☆☆ | Start Challenge |
| 62 | 📖 Pandas DataFrame Apply Method | ★☆☆ | Start Lab |
| 63 | 🎯 Exploring the Where Function | ★☆☆ | Start Challenge |
| 64 | 📖 Pandas DataFrame Expanding Method | ★☆☆ | Start Lab |
| 65 | 📖 Pandas DataFrame Agg Method | ★☆☆ | Start Lab |
| 66 | 🎯 A Deep Dive Into Transform | ★☆☆ | Start Challenge |
| 67 | 📖 Pandas DataFrame Pivot Method | ★☆☆ | Start Lab |
| 68 | 🎯 Pandas DataFrame Combination Techniques | ★☆☆ | Start Challenge |
| 69 | 📖 Pandas DataFrame Groupby Method | ★☆☆ | Start Lab |
| 70 | 🎯 Pandas Boolean Reductions Data Analysis | ★☆☆ | Start Challenge |
| 71 | 🎯 Pandas String Manipulation for E-commerce Data | ★☆☆ | Start Challenge |
| 72 | 🎯 Analyzing Sales and Discounts | ★☆☆ | Start Challenge |
| 73 | 🎯 The Powerful Query Method | ★☆☆ | Start Challenge |
| 74 | 🎯 Sales Data Comparison | ★☆☆ | Start Challenge |
| 75 | 🎯 DataFrame Math Operations | ★☆☆ | Start Challenge |
| 76 | 🎯 Filtering and Indexing with CSV | ★☆☆ | Start Challenge |
| 77 | 🎯 Handling NaN and Duplicates | ★☆☆ | Start Challenge |
| 78 | 🎯 Working with Series | ★☆☆ | Start Challenge |
| 79 | 🎯 DataFrame with Sales Data | ★★☆ | Start Challenge |
| 80 | 📖 Text Data Handling in Pandas | ★☆☆ | Start Lab |
| 81 | 📖 Handling Duplicate Labels | ★☆☆ | Start Lab |
| 82 | 📖 Working With Data Structures in Pandas | ★☆☆ | Start Lab |
| 83 | 📖 Pandas Copy-On-Write Implementation Guide | ★☆☆ | Start Lab |
| 84 | 📖 Working With Nullable Boolean Data | ★☆☆ | Start Lab |
| 85 | 📖 Working With Nullable Integers | ★☆☆ | Start Lab |
| 86 | 📖 Pandas Basics: DataFrame Memory and Operations | ★☆☆ | Start Lab |
| 87 | 📖 Windowing Operations in Pandas | ★☆☆ | Start Lab |
| 88 | 📖 Pandas Data Manipulation Fundamentals | ★☆☆ | Start Lab |
| 89 | 📖 Enhance Pandas with PyArrow | ★☆☆ | Start Lab |
| 90 | 📖 Working With Time Deltas | ★☆☆ | Start Lab |
| 91 | 📖 Handling Missing Data | ★☆☆ | Start Lab |
| 92 | 📖 Scaling Large Datasets | ★☆☆ | Start Lab |
| 93 | 📖 Using Sparse Structures in Pandas | ★☆☆ | Start Lab |
| 94 | 📖 Data Reshaping With Pandas | ★☆☆ | Start Lab |
| 95 | 📖 Introduction to Pandas | ★☆☆ | Start Lab |
## More
- 🔗 [Pandas Programming Courses](https://github.com/labex-labs/awesome-programming-courses)
- 🔗 [Pandas Programming Projects](https://github.com/labex-labs/awesome-programming-projects)
- 🔗 [Pandas Free Tutorials](https://github.com/labex-labs/pandas-free-tutorials)