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

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Files
  1. Get Bonus Downloads Here.url 183B
  2. ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/1. Installing Python and Setting Up Your Environment.mp4 35.37MB
  3. ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/2. How To create VENV.mp4 23.27MB
  4. ~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 3.84KB
  5. ~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 3.68KB
  6. ~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 4.19KB
  7. ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/6. How to Install Jupyter Lab - Practicle.mp4 30.65MB
  8. ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/7. How to Install Jupyter Lab - Article.html 7.38KB
  9. ~Get Your Files Here !/2. Python Programming Foundations/1. Functions in Python Definition and Usage.mp4 24.67MB
  10. ~Get Your Files Here !/2. Python Programming Foundations/2. Functions in Python Definition and Usage - QUIZ.html 169B
  11. ~Get Your Files Here !/2. Python Programming Foundations/3. Functions in Python Definition and Usage - Code Exercise.html 169B
  12. ~Get Your Files Here !/2. Python Programming Foundations/4. Modules and Packages Organizing Code.mp4 21.97MB
  13. ~Get Your Files Here !/2. Python Programming Foundations/5. Modules and Packages Organizing Code - QUIZ.html 169B
  14. ~Get Your Files Here !/2. Python Programming Foundations/6. Modules and Packages Organizing Code - Coding Exercise.html 169B
  15. ~Get Your Files Here !/2. Python Programming Foundations/7. Understanding Python Classes and Objects.mp4 42.67MB
  16. ~Get Your Files Here !/2. Python Programming Foundations/8. Understanding Python Classes and Objects - QUIZ.html 169B
  17. ~Get Your Files Here !/2. Python Programming Foundations/9. Understanding Python Classes and Objects - Coding Exercise.html 169B
  18. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1. Getting Started with Series Polars Basic Operations.mp4 38.14MB
  19. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1.1 code.ipynb 3.94KB
  20. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2. Getting Started with DataFrame Polars Basic Operations.mp4 28.94MB
  21. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2.1 code.ipynb 7.94KB
  22. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3. Reading and Writing CSV Files with Polars.mp4 35.61MB
  23. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.1 code.ipynb 11.59KB
  24. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.2 output.csv 481B
  25. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.3 tips.csv 18.07KB
  26. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4. Reading and Writing Excel Files with Polars.mp4 12.83MB
  27. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.1 code.ipynb 3.28KB
  28. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.2 example.xlsx 8.37KB
  29. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5. Converting Pandas DataFrames to Polars.mp4 18.59MB
  30. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5.1 code.ipynb 6.16KB
  31. ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/6. Test your understanding of basic Polars concepts..html 169B
  32. ~Get Your Files Here !/4. Basic Data Processing with Polars/1. Introduction to Filtering and Selecting Data in Polars.mp4 29.64MB
  33. ~Get Your Files Here !/4. Basic Data Processing with Polars/1.1 code.ipynb 10.95KB
  34. ~Get Your Files Here !/4. Basic Data Processing with Polars/2. Filtering Data with Polars.mp4 22.94MB
  35. ~Get Your Files Here !/4. Basic Data Processing with Polars/2.1 code.ipynb 9.84KB
  36. ~Get Your Files Here !/4. Basic Data Processing with Polars/3. Selecting Columns and Rows with Polars.mp4 29.23MB
  37. ~Get Your Files Here !/4. Basic Data Processing with Polars/3.1 code.ipynb 8.56KB
  38. ~Get Your Files Here !/4. Basic Data Processing with Polars/4. Slicing and Sampling Data with Polars.mp4 28.28MB
  39. ~Get Your Files Here !/4. Basic Data Processing with Polars/4.1 code.ipynb 6.32KB
  40. ~Get Your Files Here !/4. Basic Data Processing with Polars/5. Sorting Data with Polars.mp4 32.38MB
  41. ~Get Your Files Here !/4. Basic Data Processing with Polars/5.1 code.ipynb 6.98KB
  42. ~Get Your Files Here !/4. Basic Data Processing with Polars/6. Basic Data Processing with Polars QUIZ.html 169B
  43. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/1. Introduction to Aggregations and Grouping in Polars.mp4 41.31MB
  44. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/1.1 code.ipynb 8.49KB
  45. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/2. Aggregating Data with Polars min, max, mean, median, sum.mp4 22.40MB
  46. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/2.1 code.ipynb 4.71KB
  47. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/3. Ranking Data with Polars.mp4 40.95MB
  48. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/3.1 code.ipynb 7.50KB
  49. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/4. Grouping Data with Polars.mp4 40.95MB
  50. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/4.1 code.ipynb 7.61KB
  51. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/5. Pivot Tables and Cross-Tabulations with Polars.mp4 53.02MB
  52. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/5.1 code.ipynb 6.51KB
  53. ~Get Your Files Here !/5. Aggregations and Grouping in Polars/6. Aggregations and Grouping in Polars QUIZ.html 169B
  54. ~Get Your Files Here !/6. Merging DataFrames with Polars/1. Joins and Concatenations Lecture.mp4 85.78MB
  55. ~Get Your Files Here !/6. Merging DataFrames with Polars/1.1 code.ipynb 13.35KB
  56. ~Get Your Files Here !/6. Merging DataFrames with Polars/2. Understanding Concatenation in Polars.html 3.21KB
  57. ~Get Your Files Here !/6. Merging DataFrames with Polars/3. Understanding Join Types in Polars.html 4.82KB
  58. ~Get Your Files Here !/6. Merging DataFrames with Polars/4. Merging DataFrames with Polars QUIZ.html 169B
  59. ~Get Your Files Here !/7. Optimizing Performance with Polars/1. Memory Management Handling Large Datasets with Polars.mp4 52.05MB
  60. ~Get Your Files Here !/7. Optimizing Performance with Polars/1.1 code.ipynb 7.94KB
  61. ~Get Your Files Here !/7. Optimizing Performance with Polars/2. Parallel Processing Speeding Up Data Analysis with Polars.mp4 42.03MB
  62. ~Get Your Files Here !/7. Optimizing Performance with Polars/2.1 code.ipynb 5.14KB
  63. ~Get Your Files Here !/7. Optimizing Performance with Polars/3. Optimizing Performance with Polars QUIZ.html 169B
  64. ~Get Your Files Here !/8. Real-world Applications and Case Studies/1. Analyzing Financial Data with Polars.mp4 97.38MB
  65. ~Get Your Files Here !/8. Real-world Applications and Case Studies/2. Real-world Applications and Case Studies QUIZ.html 169B
  66. ~Get Your Files Here !/9. Conclusion/1. Conclusion And Recap.mp4 25.11MB
  67. ~Get Your Files Here !/Bonus Resources.txt 386B