Mastering Data Analysis with Polars in Python Crash Course FreeCourseWeb

Mastering Data Analysis with Polars in Python Crash Course FreeCourseWeb
     Get Bonus Downloads Here.url -


     1. Installing Python and Setting Up Your Environment.mp4 -


     2. How To create VENV.mp4 -


     3. How to Install Python 3 and Use Virtual Environments (venv) on Windows- Article.html -


     4. How to Install Python 3 and Use Virtual Environments (venv) on linux- Article.html -


     5. How to Install Python 3 and Use Virtual Environments (venv) on Mac- Article.html -


     6. How to Install Jupyter Lab - Practicle.mp4 -


     7. How to Install Jupyter Lab - Article.html -


     1. Functions in Python Definition and Usage.mp4 -


     2. Functions in Python Definition and Usage - QUIZ.html -


     3. Functions in Python Definition and Usage - Code Exercise.html -


     4. Modules and Packages Organizing Code.mp4 -


     5. Modules and Packages Organizing Code - QUIZ.html -


     6. Modules and Packages Organizing Code - Coding Exercise.html -


     7. Understanding Python Classes and Objects.mp4 -


     8. Understanding Python Classes and Objects - QUIZ.html -


     9. Understanding Python Classes and Objects - Coding Exercise.html -


     1. Getting Started with Series Polars Basic Operations.mp4 -


     1.1 code.ipynb -


     2. Getting Started with DataFrame Polars Basic Operations.mp4 -


     2.1 code.ipynb -


     3. Reading and Writing CSV Files with Polars.mp4 -


     3.1 code.ipynb -


     3.2 output.csv -


     3.3 tips.csv -


     4. Reading and Writing Excel Files with Polars.mp4 -


     4.1 code.ipynb -


     4.2 example.xlsx -


     5. Converting Pandas DataFrames to Polars.mp4 -


     5.1 code.ipynb -


     6. Test your understanding of basic Polars concepts..html -


     1. Introduction to Filtering and Selecting Data in Polars.mp4 -


     1.1 code.ipynb -


     2. Filtering Data with Polars.mp4 -


     2.1 code.ipynb -


     3. Selecting Columns and Rows with Polars.mp4 -


     3.1 code.ipynb -


     4. Slicing and Sampling Data with Polars.mp4 -


     4.1 code.ipynb -


     5. Sorting Data with Polars.mp4 -


     5.1 code.ipynb -


     6. Basic Data Processing with Polars QUIZ.html -


     1. Introduction to Aggregations and Grouping in Polars.mp4 -


     1.1 code.ipynb -


     2. Aggregating Data with Polars min, max, mean, median, sum.mp4 -


     2.1 code.ipynb -


     3. Ranking Data with Polars.mp4 -


     3.1 code.ipynb -


     4. Grouping Data with Polars.mp4 -


     4.1 code.ipynb -


     5. Pivot Tables and Cross-Tabulations with Polars.mp4 -


     5.1 code.ipynb -


     6. Aggregations and Grouping in Polars QUIZ.html -


     1. Joins and Concatenations Lecture.mp4 -


     1.1 code.ipynb -


     2. Understanding Concatenation in Polars.html -


     3. Understanding Join Types in Polars.html -


     4. Merging DataFrames with Polars QUIZ.html -


     1. Memory Management Handling Large Datasets with Polars.mp4 -


     1.1 code.ipynb -


     2. Parallel Processing Speeding Up Data Analysis with Polars.mp4 -


     2.1 code.ipynb -


     3. Optimizing Performance with Polars QUIZ.html -


     1. Analyzing Financial Data with Polars.mp4 -


     2. Real-world Applications and Case Studies QUIZ.html -


     1. Conclusion And Recap.mp4 -


     Bonus Resources.txt -

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