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Torrent Contents Size: 2.9 GB

Udemy - Python for Data Analysts - The Complete Flagship

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1 - Why Python, Why Now (The Analyst's Turning Point)

1. The Day Excel Broke.mp4

MP4

35.3 MB

10 - Pandas IV Time Series for Analysts

11 - Pandas V Performance & When to Reach Further

12 - Data Visualization I Matplotlib Foundations

13 - Data Visualization II Seaborn & Statistical Plots

14 - Data Visualization III Interactive & Dashboards

15 - Data Storytelling & Presentation

16 - Excel + Python Bridging the Two Worlds

17 - SQL + Python Databases Without Manual Exports

18 - APIs & Web Data

19 - Statistics for Analysts I Foundations

2 - Python Fundamentals I Variables, Types, Logic

20 - Statistics for Analysts II Inference & Testing

21 - Light ML & Forecasting for Analysts

22 - AI-Augmented Analytics for Analysts

23 - Automation & Scheduling

24 - Working with Bigger Data

25 - Tooling, Git & Reproducibility

26 - Recap & Bridge

27 - Case Studies Real Company-Shaped Problems

28 - BI Integration

29 - Career & Interview Playbook

3 - Python Fundamentals II Functions & Robustness

10. Error Handling.mp4

MP4

32.8 MB

11. Modules & Imports.mp4

MP4

34 MB

12. Debugging Muscle.mp4

MP4

2.7 MB

30 - Capstone End-to-End Analyst Project

31 - Module Quizzes (Optional Review)

1. Module 1 Check Why Python, Why Now.html

HTML

25.3 KB

10. Module 10 Check Pandas IV Time Series for Analysts.html

HTML

27.6 KB

11. Module 11 Check Pandas V Performance & When to Reach Further.html

HTML

28.5 KB

12. Module 12 Check Data Visualization I Matplotlib Foundations.html

HTML

27.3 KB

13. Module 13 Check Data Visualization II Seaborn & Statistical Plots.html

HTML

25.4 KB

14. Module 14 Check Data Visualization III Interactive & Dashboards.html

HTML

24.8 KB

15. Module 15 Check Data Storytelling & Presentation.html

HTML

24.8 KB

16. Module 16 Check Excel + Python Bridging the Two Worlds.html

HTML

25.3 KB

17. Module 17 Check SQL + Python Databases Without Manual Exports.html

HTML

25.3 KB

18. Module 18 Check APIs & Web Data.html

HTML

25.1 KB

19. Module 19 Check Statistics for Analysts I Foundations.html

HTML

27.1 KB

2. Module 2 Check Python Fundamentals I Variables, Types, Logic.html

HTML

24.1 KB

20. Module 20 Check Statistics for Analysts II Inference & Testing.html

HTML

27.3 KB

21. Module 21 Check Light ML & Forecasting for Analysts.html

HTML

28.4 KB

22. Module 22 Check AI-Augmented Analytics for Analysts.html

HTML

27.5 KB

23. Module 23 Check Automation & Scheduling.html

HTML

26.5 KB

24. Module 24 Check Working with Bigger Data.html

HTML

27.7 KB

25. Module 25 Check Tooling, Git & Reproducibility.html

HTML

26.3 KB

26. Module 26 Check Recap & Bridge.html

HTML

25.3 KB

27. Module 27 Check Case Studies Real Company-Shaped Problems.html

HTML

27.1 KB

28. Module 28 Check BI Integration.html

HTML

26.4 KB

29. Module 29 Check Career & Interview Playbook.html

HTML

26.5 KB

3. Module 3 Check Python Fundamentals II Functions & Robustness.html

HTML

25.5 KB

30. Module 30 Check Capstone End-to-End Analyst Project.html

HTML

27.8 KB

4 - Data Structures Every Analyst Needs

13. Lists & Tuples.mp4

MP4

9 MB

14. Dictionaries & Sets.mp4

MP4

27.2 MB

15. Comprehensions.mp4

MP4

24.7 MB

16. Lambda, map() & filter().mp4

MP4

6.4 MB

17. Nested Structures.mp4

MP4

38.6 MB

5 - Files & Formats Reading the Real World

18. CSV the Right Way.mp4

MP4

35.1 MB

19. Excel Files in Python.mp4

MP4

31.9 MB

20. JSON & Parquet.mp4

MP4

40.8 MB

6 - NumPy Foundations (Just Enough)

21. Arrays & Vectorization.mp4

MP4

32.6 MB

22. NumPy Anti-Patterns.mp4

MP4

33.7 MB

7 - Pandas I Series & DataFrame Fundamentals

23. Your First DataFrame.mp4

MP4

16.1 MB

24. Selecting & Filtering.mp4

MP4

14.7 MB

25. Sorting & Ranking.mp4

MP4

12.6 MB

26. MultiIndex.mp4

MP4

29.2 MB

8 - Pandas II Cleaning Real Data + Systematic EDA

27. Missing Data.mp4

MP4

25.5 MB

28. Dtypes & Conversion.mp4

MP4

14.1 MB

29. String Cleaning.mp4

MP4

13.8 MB

30. Working with Text Data.mp4

MP4

28.2 MB

31. Your First Look at a Dataset.mp4

MP4

15.5 MB

32. Automated Profiling Tools.mp4

MP4

14.8 MB

33. Duplicates & Validation.mp4

MP4

36.2 MB

9 - Pandas III Reshaping & Combining

34. GroupBy The Pattern That Replaces Every Excel Pivot Table.mp4	MP4	38 MB
35. Pivot Tables & Melt Reshaping Between Wide and Long.mp4	MP4	17 MB
36. Merge & Join Why Do I Suddenly Have More Rows.mp4	MP4	16.9 MB
37. Concatenation Twelve Monthly CSVs Into One DataFrame.mp4	MP4	31 MB

4. Module 4 Check Data Structures Every Analyst Needs.html

HTML

25.3 KB

5. Module 5 Check Files & Formats Reading the Real World.html

HTML

25.3 KB

6. Module 6 Check NumPy Foundations (Just Enough).html

HTML

25.2 KB

7. Module 7 Check Pandas I Series & DataFrame Fundamentals.html

HTML

27.5 KB

8. Module 8 Check Pandas II Cleaning Real Data + Systematic EDA.html

HTML

27.7 KB

9. Module 9 Check Pandas III Reshaping & Combining.html

HTML

27.6 KB

95. Build Walkthrough Part 2.mp4

MP4

52 MB

96. Build Walkthrough Part 3.mp4

MP4

45.7 MB

97. Capstone Brief.mp4

MP4

36.3 MB

98. Build Walkthrough Part 1.mp4

MP4

50.4 MB

9. Functions.mp4

MP4

39.8 MB

92. The Analyst Interview.mp4

MP4

38.8 MB

93. Building a Portfolio Project.mp4

MP4

37.4 MB

94. Career Framing.mp4

MP4

29.6 MB

90. Feeding Power BI Tableau from Python.mp4

MP4

46.3 MB

91. Building a Self-Serve Streamlit App.mp4

MP4

32.7 MB

86. Marketing Analytics.mp4

MP4

35.7 MB

87. Finance Ops Reporting.mp4

MP4

36.2 MB

88. E-commerce Funnel Analysis.mp4

MP4

36.7 MB

89. Product Analytics.mp4

MP4

52.6 MB

85. The Analyst's Toolkit So Far.mp4

MP4

47.3 MB

82. Virtual Environments & Package Management.mp4

MP4

30.4 MB

83. Git Basics for Analysts.mp4

MP4

29.4 MB

84. Notebook Hygiene & Testing.mp4

MP4

35.8 MB

80. Chunked Reading.mp4

MP4

38.8 MB

81. DuckDB for Analysts.mp4

MP4

37.9 MB

77. Writing a Script, Not a Notebook.mp4

MP4

19.4 MB

78. Scheduling.mp4

MP4

34.8 MB

79. Emailing Reports.mp4

MP4

35.5 MB

72. LLMs as Your Python Co-Pilot.mp4

MP4

19.6 MB

73. AI-Assisted Debugging.mp4

MP4

20.8 MB

74. Prompt Engineering for Data Tasks.mp4

MP4

10.6 MB

75. Copilot in Jupyter VS Code.mp4

MP4

8.7 MB

76. The AI Analyst Workflow.mp4

MP4

31.5 MB

68. When ML Is (and Isn't) the Right Tool.mp4

MP4

34.8 MB

69. Scikit-Learn Basics Train, Predict, and Not Fool Yourself.mp4

MP4

30.6 MB

70. Forecasting Sales and Demand Trend, Seasonality, and a Real Range.mp4

MP4

18 MB

71. Classification for Analysts Churn, Conversion, and the Accuracy Trap.mp4

MP4

37.9 MB

65. Hypothesis Testing t-tests, Chi-Square, and the P-Value Trap.mp4

MP4

43.1 MB

66. A B Testing in Practice The Checkout Button Test.mp4

MP4

30.8 MB

67. Correlation & Simple Regression Correlation Is Not Causation.mp4

MP4

31.1 MB

4. Variables & Data Types.mp4

MP4

29.1 MB

5. Operators & Expressions.mp4

MP4

32.3 MB

6. Control Flow.mp4

MP4

29.3 MB

7. Loops.mp4

MP4

35.3 MB

8. Jupyter Magic Commands.mp4

MP4

28.3 MB

62. Descriptive Statistics Why the Average Salary Lies.mp4

MP4

17.4 MB

63. Distributions Why Wait Times Never Look Like a Bell Curve.mp4

MP4

30.1 MB

64. Sampling & Confidence Intervals The Assumption Every KPI Hides.mp4

MP4

37.3 MB

59. HTTP & requests Fundamentals.mp4

MP4

19.1 MB

60. Working with REST APIs.mp4

MP4

37.8 MB

61. Web Scraping Basics & Ethics.mp4

MP4

30.2 MB

56. Connecting to a Database.mp4

MP4

37.3 MB

57. Writing Back.mp4

MP4

31.1 MB

58. SQL vs Pandas.mp4

MP4

26.3 MB

53. Reading Writing Excel at Scale.mp4

MP4

43.2 MB

54. xlwings — Driving Excel from Python.mp4

MP4

18.2 MB

55. Replacing Fragile Workbooks.mp4

MP4

52.8 MB

50. The 'So What' Framework.mp4

MP4

33.2 MB

51. Chart Annotation for Non-Technical Audiences.mp4

MP4

34.9 MB

52. Choosing the Right Chart for the Message.mp4

MP4

34.5 MB

48. Plotly for Interactivity.mp4

MP4

23.8 MB

49. Streamlit Micro-Dashboards.mp4

MP4

18.8 MB

46. Distributions & Relationships.mp4

MP4

25.5 MB

47. Categorical Comparisons & Heatmaps.mp4

MP4

25 MB

44. The Grammar of a Chart.mp4

MP4

41 MB

45. Formatting for Humans.mp4

MP4

46.6 MB

41. Vectorize, Don't Iterate.mp4

MP4

52.3 MB

42. Memory & Chunking.mp4

MP4

9.2 MB

43. Polars & DuckDB -- When Pandas Isn't Enough.mp4

MP4

35.4 MB

38. Dates & Times.mp4

MP4

43.2 MB

39. Resampling & Rolling Windows.mp4

MP4

9.3 MB

40. Time-Based Analysis Patterns.mp4

MP4

46.4 MB

2. Get Running in 10 Minutes.mp4

MP4

30.3 MB

3. Thinking Like a Programmer.mp4

MP4

37 MB

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Udemy - Python for Data Analysts - The Complete Flagship

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