FreeCourseWeb com Mastering Data Analysis with Polars in Python Crash Course

FreeCourseWeb com Mastering Data Analysis with Polars in Python Crash Course

Name	[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.0 GB
Total Files	67
Last Seen	2025-07-18 00:05
Hash	D47AE78F305F2422641F39512EBB254BE44C7A03

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Get Bonus Downloads Here.url	0.2 KB
/.../1. Introduction and Setting Up Your Environment/
1. Installing Python and Setting Up Your Environment.mp4	37.1 MB
2. How To create VENV.mp4	24.4 MB
3. How to Install Python 3 and Use Virtual Environments (venv) on Windows- Article.html	3.9 KB
4. How to Install Python 3 and Use Virtual Environments (venv) on linux- Article.html	3.8 KB
5. How to Install Python 3 and Use Virtual Environments (venv) on Mac- Article.html	4.3 KB
6. How to Install Jupyter Lab - Practicle.mp4	32.1 MB
7. How to Install Jupyter Lab - Article.html	7.6 KB
/.../2. Python Programming Foundations/
1. Functions in Python Definition and Usage.mp4	25.9 MB
2. Functions in Python Definition and Usage - QUIZ.html	0.2 KB
3. Functions in Python Definition and Usage - Code Exercise.html	0.2 KB
4. Modules and Packages Organizing Code.mp4	23.0 MB
5. Modules and Packages Organizing Code - QUIZ.html	0.2 KB
6. Modules and Packages Organizing Code - Coding Exercise.html	0.2 KB
7. Understanding Python Classes and Objects.mp4	44.7 MB
8. Understanding Python Classes and Objects - QUIZ.html	0.2 KB
9. Understanding Python Classes and Objects - Coding Exercise.html	0.2 KB
/.../3. Introduction to Polars and Data Analysis/
1. Getting Started with Series Polars Basic Operations.mp4	40.0 MB
1.1 code.ipynb	4.0 KB
2. Getting Started with DataFrame Polars Basic Operations.mp4	30.3 MB
2.1 code.ipynb	8.1 KB
3. Reading and Writing CSV Files with Polars.mp4	37.3 MB
3.1 code.ipynb	11.9 KB
3.2 output.csv	0.5 KB
3.3 tips.csv	18.5 KB
4. Reading and Writing Excel Files with Polars.mp4	13.5 MB
4.1 code.ipynb	3.4 KB
4.2 example.xlsx	8.6 KB
5. Converting Pandas DataFrames to Polars.mp4	19.5 MB
5.1 code.ipynb	6.3 KB
6. Test your understanding of basic Polars concepts..html	0.2 KB
/.../4. Basic Data Processing with Polars/
1. Introduction to Filtering and Selecting Data in Polars.mp4	31.1 MB
1.1 code.ipynb	11.2 KB
2. Filtering Data with Polars.mp4	24.1 MB
2.1 code.ipynb	10.1 KB
3. Selecting Columns and Rows with Polars.mp4	30.7 MB
3.1 code.ipynb	8.8 KB
4. Slicing and Sampling Data with Polars.mp4	29.7 MB
4.1 code.ipynb	6.5 KB
5. Sorting Data with Polars.mp4	34.0 MB
5.1 code.ipynb	7.1 KB
6. Basic Data Processing with Polars QUIZ.html	0.2 KB
/.../5. Aggregations and Grouping in Polars/
1. Introduction to Aggregations and Grouping in Polars.mp4	43.3 MB
1.1 code.ipynb	8.7 KB
2. Aggregating Data with Polars min, max, mean, median, sum.mp4	23.5 MB
2.1 code.ipynb	4.8 KB
3. Ranking Data with Polars.mp4	42.9 MB
3.1 code.ipynb	7.7 KB
4. Grouping Data with Polars.mp4	42.9 MB
4.1 code.ipynb	7.8 KB
5. Pivot Tables and Cross-Tabulations with Polars.mp4	55.6 MB
5.1 code.ipynb	6.7 KB
6. Aggregations and Grouping in Polars QUIZ.html	0.2 KB
/.../6. Merging DataFrames with Polars/
1. Joins and Concatenations Lecture.mp4	89.9 MB
1.1 code.ipynb	13.7 KB
2. Understanding Concatenation in Polars.html	3.3 KB
3. Understanding Join Types in Polars.html	4.9 KB
4. Merging DataFrames with Polars QUIZ.html	0.2 KB
/.../7. Optimizing Performance with Polars/
1. Memory Management Handling Large Datasets with Polars.mp4	54.6 MB
1.1 code.ipynb	8.1 KB
2. Parallel Processing Speeding Up Data Analysis with Polars.mp4	44.1 MB
2.1 code.ipynb	5.3 KB
3. Optimizing Performance with Polars QUIZ.html	0.2 KB
/.../8. Real-world Applications and Case Studies/
1. Analyzing Financial Data with Polars.mp4	102.1 MB
2. Real-world Applications and Case Studies QUIZ.html	0.2 KB
/9. Conclusion/
1. Conclusion And Recap.mp4	26.3 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 67