Torrent Details for Mastering Data Analysis with Polars in Python Crash Course FreeCourseWeb

Mastering Data Analysis with Polars in Python Crash Course FreeCourseWeb

Torrent Info

Torrent Info

Category	Other
Added	Monday 8th April 2024 10:04:29 PM (2 years ago)
Size	956.3 MB
Peers	8 Peers (8 Seeders and 0 leechers) update
Downloaded	33 times
Uploader	FreeCourseWeb Thank You (0) Report Torrent 00/0
Comments	None
Uploader Comments	None
Tags	English
Seeders	8
Leechers	0

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Torrent Files (67)

Filename	Size
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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