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Mastering Data Analysis with Polars in Python Crash Course FreeCourseWeb

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Files:

Get Bonus Downloads Here.url 183 bytes
1. Installing Python and Setting Up Your Environment.mp4 35.4 MB
2. How To create VENV.mp4 23.3 MB
3. How to Install Python 3 and Use Virtual Environments (venv) on Windows- Article.html 3.8 KB
4. How to Install Python 3 and Use Virtual Environments (venv) on linux- Article.html 3.7 KB
5. How to Install Python 3 and Use Virtual Environments (venv) on Mac- Article.html 4.2 KB
6. How to Install Jupyter Lab - Practicle.mp4 30.6 MB
7. How to Install Jupyter Lab - Article.html 7.4 KB
1. Functions in Python Definition and Usage.mp4 24.7 MB
2. Functions in Python Definition and Usage - QUIZ.html 169 bytes
3. Functions in Python Definition and Usage - Code Exercise.html 169 bytes
4. Modules and Packages Organizing Code.mp4 22.0 MB
5. Modules and Packages Organizing Code - QUIZ.html 169 bytes
6. Modules and Packages Organizing Code - Coding Exercise.html 169 bytes
7. Understanding Python Classes and Objects.mp4 42.7 MB
8. Understanding Python Classes and Objects - QUIZ.html 169 bytes
9. Understanding Python Classes and Objects - Coding Exercise.html 169 bytes
1. Getting Started with Series Polars Basic Operations.mp4 38.1 MB
1.1 code.ipynb 3.9 KB
2. Getting Started with DataFrame Polars Basic Operations.mp4 28.9 MB
2.1 code.ipynb 7.9 KB
3. Reading and Writing CSV Files with Polars.mp4 35.6 MB
3.1 code.ipynb 11.6 KB
3.2 output.csv 481 bytes
3.3 tips.csv 18.1 KB
4. Reading and Writing Excel Files with Polars.mp4 12.8 MB
4.1 code.ipynb 3.3 KB
4.2 example.xlsx 8.4 KB
5. Converting Pandas DataFrames to Polars.mp4 18.6 MB
5.1 code.ipynb 6.2 KB
6. Test your understanding of basic Polars concepts..html 169 bytes
1. Introduction to Filtering and Selecting Data in Polars.mp4 29.6 MB
1.1 code.ipynb 10.9 KB
2. Filtering Data with Polars.mp4 22.9 MB
2.1 code.ipynb 9.8 KB
3. Selecting Columns and Rows with Polars.mp4 29.2 MB
3.1 code.ipynb 8.6 KB
4. Slicing and Sampling Data with Polars.mp4 28.3 MB
4.1 code.ipynb 6.3 KB
5. Sorting Data with Polars.mp4 32.4 MB
5.1 code.ipynb 7.0 KB
6. Basic Data Processing with Polars QUIZ.html 169 bytes
1. Introduction to Aggregations and Grouping in Polars.mp4 41.3 MB
1.1 code.ipynb 8.5 KB
2. Aggregating Data with Polars min, max, mean, median, sum.mp4 22.4 MB
2.1 code.ipynb 4.7 KB
3. Ranking Data with Polars.mp4 40.9 MB
3.1 code.ipynb 7.5 KB
4. Grouping Data with Polars.mp4 41.0 MB
4.1 code.ipynb 7.6 KB
5. Pivot Tables and Cross-Tabulations with Polars.mp4 53.0 MB
5.1 code.ipynb 6.5 KB
6. Aggregations and Grouping in Polars QUIZ.html 169 bytes
1. Joins and Concatenations Lecture.mp4 85.8 MB
1.1 code.ipynb 13.4 KB
2. Understanding Concatenation in Polars.html 3.2 KB
3. Understanding Join Types in Polars.html 4.8 KB
4. Merging DataFrames with Polars QUIZ.html 169 bytes
1. Memory Management Handling Large Datasets with Polars.mp4 52.0 MB
1.1 code.ipynb 7.9 KB
2. Parallel Processing Speeding Up Data Analysis with Polars.mp4 42.0 MB
2.1 code.ipynb 5.1 KB
3. Optimizing Performance with Polars QUIZ.html 169 bytes
1. Analyzing Financial Data with Polars.mp4 97.4 MB
2. Real-world Applications and Case Studies QUIZ.html 169 bytes
1. Conclusion And Recap.mp4 25.1 MB
Bonus Resources.txt 386 bytes

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