[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course

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Files (67)

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course

67 files • 956.34 MB

~Get Your Files Here !

66 files • 956.34 MB

8. Real-world Applications and Case Studies

2 files • 97.38 MB

1. Analyzing Financial Data with Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/8. Real-world Applications and Case Studies/1. Analyzing Financial Data with Polars.mp4

97.38 MB

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/8. Real-world Applications and Case Studies/2. Real-world Applications and Case Studies QUIZ.html

169 Bytes

6. Merging DataFrames with Polars

5 files • 85.8 MB

1. Joins and Concatenations Lecture.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/6. Merging DataFrames with Polars/1. Joins and Concatenations Lecture.mp4

85.78 MB

1.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/6. Merging DataFrames with Polars/1.1 code.ipynb

13.35 KB

3. Understanding Join Types in Polars.html

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/6. Merging DataFrames with Polars/3. Understanding Join Types in Polars.html

4.82 KB

2. Understanding Concatenation in Polars.html

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/6. Merging DataFrames with Polars/2. Understanding Concatenation in Polars.html

3.21 KB

4. Merging DataFrames with Polars QUIZ.html

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/6. Merging DataFrames with Polars/4. Merging DataFrames with Polars QUIZ.html

169 Bytes

5. Aggregations and Grouping in Polars

11 files • 198.66 MB

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/5. Pivot Tables and Cross-Tabulations with Polars.mp4

53.02 MB

1. Introduction to Aggregations and Grouping in Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/1. Introduction to Aggregations and Grouping in Polars.mp4

41.31 MB

4. Grouping Data with Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/4. Grouping Data with Polars.mp4

40.95 MB

3. Ranking Data with Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/3. Ranking Data with Polars.mp4

40.95 MB

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/2. Aggregating Data with Polars min, max, mean, median, sum.mp4

22.4 MB

1.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/1.1 code.ipynb

8.49 KB

4.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/4.1 code.ipynb

7.61 KB

3.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/3.1 code.ipynb

7.5 KB

5.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/5.1 code.ipynb

6.51 KB

2.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/2.1 code.ipynb

4.71 KB

6. Aggregations and Grouping in Polars QUIZ.html

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/5. Aggregations and Grouping in Polars/6. Aggregations and Grouping in Polars QUIZ.html

169 Bytes

7. Optimizing Performance with Polars

5 files • 94.09 MB

1. Memory Management Handling Large Datasets with Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/7. Optimizing Performance with Polars/1. Memory Management Handling Large Datasets with Polars.mp4

52.05 MB

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/7. Optimizing Performance with Polars/2. Parallel Processing Speeding Up Data Analysis with Polars.mp4

42.03 MB

1.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/7. Optimizing Performance with Polars/1.1 code.ipynb

7.94 KB

2.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/7. Optimizing Performance with Polars/2.1 code.ipynb

5.14 KB

3. Optimizing Performance with Polars QUIZ.html

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/7. Optimizing Performance with Polars/3. Optimizing Performance with Polars QUIZ.html

169 Bytes

2. Python Programming Foundations

9 files • 89.32 MB

7. Understanding Python Classes and Objects.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/2. Python Programming Foundations/7. Understanding Python Classes and Objects.mp4

42.67 MB

1. Functions in Python Definition and Usage.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/2. Python Programming Foundations/1. Functions in Python Definition and Usage.mp4

24.67 MB

4. Modules and Packages Organizing Code.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/2. Python Programming Foundations/4. Modules and Packages Organizing Code.mp4

21.97 MB

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/2. Python Programming Foundations/2. Functions in Python Definition and Usage - QUIZ.html

169 Bytes

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/2. Python Programming Foundations/3. Functions in Python Definition and Usage - Code Exercise.html

169 Bytes

5. Modules and Packages Organizing Code - QUIZ.html

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/2. Python Programming Foundations/5. Modules and Packages Organizing Code - QUIZ.html

169 Bytes

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/2. Python Programming Foundations/6. Modules and Packages Organizing Code - Coding Exercise.html

169 Bytes

8. Understanding Python Classes and Objects - QUIZ.html

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/2. Python Programming Foundations/8. Understanding Python Classes and Objects - QUIZ.html

169 Bytes

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/2. Python Programming Foundations/9. Understanding Python Classes and Objects - Coding Exercise.html

169 Bytes

3. Introduction to Polars and Data Analysis

14 files • 134.16 MB

1. Getting Started with Series Polars Basic Operations.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1. Getting Started with Series Polars Basic Operations.mp4

38.14 MB

3. Reading and Writing CSV Files with Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3. Reading and Writing CSV Files with Polars.mp4

35.61 MB

2. Getting Started with DataFrame Polars Basic Operations.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2. Getting Started with DataFrame Polars Basic Operations.mp4

28.94 MB

5. Converting Pandas DataFrames to Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5. Converting Pandas DataFrames to Polars.mp4

18.59 MB

4. Reading and Writing Excel Files with Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4. Reading and Writing Excel Files with Polars.mp4

12.83 MB

3.3 tips.csv

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.3 tips.csv

18.07 KB

3.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.1 code.ipynb

11.59 KB

4.2 example.xlsx

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.2 example.xlsx

8.37 KB

2.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2.1 code.ipynb

7.94 KB

5.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5.1 code.ipynb

6.16 KB

1.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1.1 code.ipynb

3.94 KB

4.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.1 code.ipynb

3.28 KB

3.2 output.csv

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.2 output.csv

481 Bytes

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/3. Introduction to Polars and Data Analysis/6. Test your understanding of basic Polars concepts..html

169 Bytes

1. Introduction and Setting Up Your Environment

7 files • 89.31 MB

1. Installing Python and Setting Up Your Environment.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/1. Introduction and Setting Up Your Environment/1. Installing Python and Setting Up Your Environment.mp4

35.37 MB

6. How to Install Jupyter Lab - Practicle.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/1. Introduction and Setting Up Your Environment/6. How to Install Jupyter Lab - Practicle.mp4

30.65 MB

2. How To create VENV.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/1. Introduction and Setting Up Your Environment/2. How To create VENV.mp4

23.27 MB

7. How to Install Jupyter Lab - Article.html

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/1. Introduction and Setting Up Your Environment/7. How to Install Jupyter Lab - Article.html

7.38 KB

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~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

4.19 KB

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~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

3.84 KB

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~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

3.68 KB

4. Basic Data Processing with Polars

11 files • 142.52 MB

5. Sorting Data with Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/5. Sorting Data with Polars.mp4

32.38 MB

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

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/1. Introduction to Filtering and Selecting Data in Polars.mp4

29.64 MB

3. Selecting Columns and Rows with Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/3. Selecting Columns and Rows with Polars.mp4

29.23 MB

4. Slicing and Sampling Data with Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/4. Slicing and Sampling Data with Polars.mp4

28.28 MB

2. Filtering Data with Polars.mp4

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/2. Filtering Data with Polars.mp4

22.94 MB

1.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/1.1 code.ipynb

10.95 KB

2.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/2.1 code.ipynb

9.84 KB

3.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/3.1 code.ipynb

8.56 KB

5.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/5.1 code.ipynb

6.98 KB

4.1 code.ipynb

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/4.1 code.ipynb

6.32 KB

6. Basic Data Processing with Polars QUIZ.html

[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python - Crash Course/~Get Your Files Here !/4. Basic Data Processing with Polars/6. Basic Data Processing with Polars QUIZ.html

169 Bytes

9. Conclusion

1 files • 25.11 MB