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Get Bonus Downloads Here.url
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~Get Your Files Here !/1. Introduction and Setting Up Your Environment/1. Installing Python and Setting Up Your Environment.mp4
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~Get Your Files Here !/1. Introduction and Setting Up Your Environment/2. How To create VENV.mp4
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~Get Your Files Here !/1. Introduction and Setting Up Your Environment/3. How to Install Python 3 and Use Virtual Environments (venv) on Windows- Article.html
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~Get Your Files Here !/1. Introduction and Setting Up Your Environment/4. How to Install Python 3 and Use Virtual Environments (venv) on linux- Article.html
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~Get Your Files Here !/1. Introduction and Setting Up Your Environment/5. How to Install Python 3 and Use Virtual Environments (venv) on Mac- Article.html
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~Get Your Files Here !/1. Introduction and Setting Up Your Environment/6. How to Install Jupyter Lab - Practicle.mp4
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~Get Your Files Here !/2. Python Programming Foundations/1. Functions in Python Definition and Usage.mp4
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~Get Your Files Here !/2. Python Programming Foundations/2. Functions in Python Definition and Usage - QUIZ.html
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~Get Your Files Here !/2. Python Programming Foundations/3. Functions in Python Definition and Usage - Code Exercise.html
169B
~Get Your Files Here !/2. Python Programming Foundations/4. Modules and Packages Organizing Code.mp4
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~Get Your Files Here !/2. Python Programming Foundations/5. Modules and Packages Organizing Code - QUIZ.html
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~Get Your Files Here !/2. Python Programming Foundations/6. Modules and Packages Organizing Code - Coding Exercise.html
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~Get Your Files Here !/2. Python Programming Foundations/7. Understanding Python Classes and Objects.mp4
42.67MB
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~Get Your Files Here !/2. Python Programming Foundations/8. Understanding Python Classes and Objects - QUIZ.html
169B
~Get Your Files Here !/2. Python Programming Foundations/9. Understanding Python Classes and Objects - Coding Exercise.html
169B
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1. Getting Started with Series Polars Basic Operations.mp4
38.14MB
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1.1 code.ipynb
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2. Getting Started with DataFrame Polars Basic Operations.mp4
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2.1 code.ipynb
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3. Reading and Writing CSV Files with Polars.mp4
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.1 code.ipynb
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.2 output.csv
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.3 tips.csv
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4. Reading and Writing Excel Files with Polars.mp4
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.1 code.ipynb
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.2 example.xlsx
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5. Converting Pandas DataFrames to Polars.mp4
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5.1 code.ipynb
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~Get Your Files Here !/3. Introduction to Polars and Data Analysis/6. Test your understanding of basic Polars concepts..html
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~Get Your Files Here !/4. Basic Data Processing with Polars/1. Introduction to Filtering and Selecting Data in Polars.mp4
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~Get Your Files Here !/4. Basic Data Processing with Polars/1.1 code.ipynb
10.95KB
~Get Your Files Here !/4. Basic Data Processing with Polars/2. Filtering Data with Polars.mp4
22.94MB
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~Get Your Files Here !/4. Basic Data Processing with Polars/2.1 code.ipynb
9.84KB
~Get Your Files Here !/4. Basic Data Processing with Polars/3. Selecting Columns and Rows with Polars.mp4
29.23MB
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~Get Your Files Here !/4. Basic Data Processing with Polars/3.1 code.ipynb
8.56KB
~Get Your Files Here !/4. Basic Data Processing with Polars/4. Slicing and Sampling Data with Polars.mp4
28.28MB
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~Get Your Files Here !/4. Basic Data Processing with Polars/4.1 code.ipynb
6.32KB
~Get Your Files Here !/4. Basic Data Processing with Polars/5. Sorting Data with Polars.mp4
32.38MB
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~Get Your Files Here !/4. Basic Data Processing with Polars/5.1 code.ipynb
6.98KB
~Get Your Files Here !/4. Basic Data Processing with Polars/6. Basic Data Processing with Polars QUIZ.html
169B
~Get Your Files Here !/5. Aggregations and Grouping in Polars/1. Introduction to Aggregations and Grouping in Polars.mp4
41.31MB
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~Get Your Files Here !/5. Aggregations and Grouping in Polars/1.1 code.ipynb
8.49KB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/2. Aggregating Data with Polars min, max, mean, median, sum.mp4
22.4MB
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~Get Your Files Here !/5. Aggregations and Grouping in Polars/2.1 code.ipynb
4.71KB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/3. Ranking Data with Polars.mp4
40.95MB
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~Get Your Files Here !/5. Aggregations and Grouping in Polars/3.1 code.ipynb
7.5KB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/4. Grouping Data with Polars.mp4
40.95MB
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~Get Your Files Here !/5. Aggregations and Grouping in Polars/4.1 code.ipynb
7.61KB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/5. Pivot Tables and Cross-Tabulations with Polars.mp4
53.02MB
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~Get Your Files Here !/5. Aggregations and Grouping in Polars/5.1 code.ipynb
6.51KB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/6. Aggregations and Grouping in Polars QUIZ.html
169B
~Get Your Files Here !/6. Merging DataFrames with Polars/1. Joins and Concatenations Lecture.mp4
85.78MB
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~Get Your Files Here !/6. Merging DataFrames with Polars/1.1 code.ipynb
13.35KB
~Get Your Files Here !/6. Merging DataFrames with Polars/2. Understanding Concatenation in Polars.html
3.21KB
~Get Your Files Here !/6. Merging DataFrames with Polars/3. Understanding Join Types in Polars.html
4.82KB
~Get Your Files Here !/6. Merging DataFrames with Polars/4. Merging DataFrames with Polars QUIZ.html
169B
~Get Your Files Here !/7. Optimizing Performance with Polars/1. Memory Management Handling Large Datasets with Polars.mp4
52.05MB
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~Get Your Files Here !/7. Optimizing Performance with Polars/1.1 code.ipynb
7.94KB
~Get Your Files Here !/7. Optimizing Performance with Polars/2. Parallel Processing Speeding Up Data Analysis with Polars.mp4
42.03MB
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~Get Your Files Here !/7. Optimizing Performance with Polars/2.1 code.ipynb
5.14KB
~Get Your Files Here !/7. Optimizing Performance with Polars/3. Optimizing Performance with Polars QUIZ.html
169B
~Get Your Files Here !/8. Real-world Applications and Case Studies/1. Analyzing Financial Data with Polars.mp4
97.38MB
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~Get Your Files Here !/8. Real-world Applications and Case Studies/2. Real-world Applications and Case Studies QUIZ.html
169B
~Get Your Files Here !/9. Conclusion/1. Conclusion And Recap.mp4
25.11MB
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~Get Your Files Here !/Bonus Resources.txt
386B
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