[ WebToolTip.com ] Udemy - Python for Data Analysts - The Complete Flagship

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Why Python, Why Now (The Analyst's Turning Point)/1. The Day Excel Broke.mp4

35 MB

~Get Your Files Here !/1 - Why Python, Why Now (The Analyst's Turning Point)/2. Get Running in 10 Minutes.mp4

30 MB

~Get Your Files Here !/1 - Why Python, Why Now (The Analyst's Turning Point)/3. Thinking Like a Programmer.mp4

37 MB

~Get Your Files Here !/10 - Pandas IV Time Series for Analysts/38. Dates & Times.mp4

43 MB

~Get Your Files Here !/10 - Pandas IV Time Series for Analysts/39. Resampling & Rolling Windows.mp4

9.3 MB

~Get Your Files Here !/10 - Pandas IV Time Series for Analysts/40. Time-Based Analysis Patterns.mp4

46 MB

~Get Your Files Here !/11 - Pandas V Performance & When to Reach Further/41. Vectorize, Don't Iterate.mp4

52 MB

~Get Your Files Here !/11 - Pandas V Performance & When to Reach Further/42. Memory & Chunking.mp4

9.2 MB

~Get Your Files Here !/11 - Pandas V Performance & When to Reach Further/43. Polars & DuckDB -- When Pandas Isn't Enough.mp4

35 MB

~Get Your Files Here !/12 - Data Visualization I Matplotlib Foundations/44. The Grammar of a Chart.mp4

41 MB

~Get Your Files Here !/12 - Data Visualization I Matplotlib Foundations/45. Formatting for Humans.mp4

47 MB

~Get Your Files Here !/13 - Data Visualization II Seaborn & Statistical Plots/46. Distributions & Relationships.mp4

26 MB

~Get Your Files Here !/13 - Data Visualization II Seaborn & Statistical Plots/47. Categorical Comparisons & Heatmaps.mp4

25 MB

~Get Your Files Here !/14 - Data Visualization III Interactive & Dashboards/48. Plotly for Interactivity.mp4

24 MB

~Get Your Files Here !/14 - Data Visualization III Interactive & Dashboards/49. Streamlit Micro-Dashboards.mp4

19 MB

~Get Your Files Here !/15 - Data Storytelling & Presentation/50. The 'So What' Framework.mp4

33 MB

~Get Your Files Here !/15 - Data Storytelling & Presentation/51. Chart Annotation for Non-Technical Audiences.mp4

35 MB

~Get Your Files Here !/15 - Data Storytelling & Presentation/52. Choosing the Right Chart for the Message.mp4

34 MB

~Get Your Files Here !/16 - Excel + Python Bridging the Two Worlds/53. Reading Writing Excel at Scale.mp4

43 MB

~Get Your Files Here !/16 - Excel + Python Bridging the Two Worlds/54. xlwings — Driving Excel from Python.mp4

18 MB

~Get Your Files Here !/16 - Excel + Python Bridging the Two Worlds/55. Replacing Fragile Workbooks.mp4

53 MB

~Get Your Files Here !/17 - SQL + Python Databases Without Manual Exports/56. Connecting to a Database.mp4

37 MB

~Get Your Files Here !/17 - SQL + Python Databases Without Manual Exports/57. Writing Back.mp4

31 MB

~Get Your Files Here !/17 - SQL + Python Databases Without Manual Exports/58. SQL vs Pandas.mp4

26 MB

~Get Your Files Here !/18 - APIs & Web Data/59. HTTP & requests Fundamentals.mp4

19 MB

~Get Your Files Here !/18 - APIs & Web Data/60. Working with REST APIs.mp4

38 MB

~Get Your Files Here !/18 - APIs & Web Data/61. Web Scraping Basics & Ethics.mp4

30 MB

~Get Your Files Here !/19 - Statistics for Analysts I Foundations/62. Descriptive Statistics Why the Average Salary Lies.mp4

17 MB

~Get Your Files Here !/19 - Statistics for Analysts I Foundations/63. Distributions Why Wait Times Never Look Like a Bell Curve.mp4

30 MB

~Get Your Files Here !/19 - Statistics for Analysts I Foundations/64. Sampling & Confidence Intervals The Assumption Every KPI Hides.mp4

37 MB

~Get Your Files Here !/2 - Python Fundamentals I Variables, Types, Logic/4. Variables & Data Types.mp4

29 MB

~Get Your Files Here !/2 - Python Fundamentals I Variables, Types, Logic/5. Operators & Expressions.mp4

32 MB

~Get Your Files Here !/2 - Python Fundamentals I Variables, Types, Logic/6. Control Flow.mp4

29 MB

~Get Your Files Here !/2 - Python Fundamentals I Variables, Types, Logic/7. Loops.mp4

35 MB

~Get Your Files Here !/2 - Python Fundamentals I Variables, Types, Logic/8. Jupyter Magic Commands.mp4

28 MB

~Get Your Files Here !/20 - Statistics for Analysts II Inference & Testing/65. Hypothesis Testing t-tests, Chi-Square, and the P-Value Trap.mp4

43 MB

~Get Your Files Here !/20 - Statistics for Analysts II Inference & Testing/66. A B Testing in Practice The Checkout Button Test.mp4

31 MB

~Get Your Files Here !/20 - Statistics for Analysts II Inference & Testing/67. Correlation & Simple Regression Correlation Is Not Causation.mp4

31 MB

~Get Your Files Here !/21 - Light ML & Forecasting for Analysts/68. When ML Is (and Isn't) the Right Tool.mp4

35 MB

~Get Your Files Here !/21 - Light ML & Forecasting for Analysts/69. Scikit-Learn Basics Train, Predict, and Not Fool Yourself.mp4

31 MB

~Get Your Files Here !/21 - Light ML & Forecasting for Analysts/70. Forecasting Sales and Demand Trend, Seasonality, and a Real Range.mp4

18 MB

~Get Your Files Here !/21 - Light ML & Forecasting for Analysts/71. Classification for Analysts Churn, Conversion, and the Accuracy Trap.mp4

38 MB

~Get Your Files Here !/22 - AI-Augmented Analytics for Analysts/72. LLMs as Your Python Co-Pilot.mp4

20 MB

~Get Your Files Here !/22 - AI-Augmented Analytics for Analysts/73. AI-Assisted Debugging.mp4

21 MB

~Get Your Files Here !/22 - AI-Augmented Analytics for Analysts/74. Prompt Engineering for Data Tasks.mp4

11 MB

~Get Your Files Here !/22 - AI-Augmented Analytics for Analysts/75. Copilot in Jupyter VS Code.mp4

8.7 MB

~Get Your Files Here !/22 - AI-Augmented Analytics for Analysts/76. The AI Analyst Workflow.mp4

32 MB

~Get Your Files Here !/23 - Automation & Scheduling/77. Writing a Script, Not a Notebook.mp4

19 MB

~Get Your Files Here !/23 - Automation & Scheduling/78. Scheduling.mp4

35 MB

~Get Your Files Here !/23 - Automation & Scheduling/79. Emailing Reports.mp4

36 MB

~Get Your Files Here !/24 - Working with Bigger Data/80. Chunked Reading.mp4

39 MB

~Get Your Files Here !/24 - Working with Bigger Data/81. DuckDB for Analysts.mp4

38 MB

~Get Your Files Here !/25 - Tooling, Git & Reproducibility/82. Virtual Environments & Package Management.mp4

30 MB

~Get Your Files Here !/25 - Tooling, Git & Reproducibility/83. Git Basics for Analysts.mp4

29 MB

~Get Your Files Here !/25 - Tooling, Git & Reproducibility/84. Notebook Hygiene & Testing.mp4

36 MB

~Get Your Files Here !/26 - Recap & Bridge/85. The Analyst's Toolkit So Far.mp4

47 MB

~Get Your Files Here !/27 - Case Studies Real Company-Shaped Problems/86. Marketing Analytics.mp4

36 MB

~Get Your Files Here !/27 - Case Studies Real Company-Shaped Problems/87. Finance Ops Reporting.mp4

36 MB

~Get Your Files Here !/27 - Case Studies Real Company-Shaped Problems/88. E-commerce Funnel Analysis.mp4

37 MB

~Get Your Files Here !/27 - Case Studies Real Company-Shaped Problems/89. Product Analytics.mp4

53 MB

~Get Your Files Here !/28 - BI Integration/90. Feeding Power BI Tableau from Python.mp4

46 MB

~Get Your Files Here !/28 - BI Integration/91. Building a Self-Serve Streamlit App.mp4

33 MB

~Get Your Files Here !/29 - Career & Interview Playbook/92. The Analyst Interview.mp4

39 MB

~Get Your Files Here !/29 - Career & Interview Playbook/93. Building a Portfolio Project.mp4

37 MB

~Get Your Files Here !/29 - Career & Interview Playbook/94. Career Framing.mp4

30 MB

~Get Your Files Here !/3 - Python Fundamentals II Functions & Robustness/10. Error Handling.mp4

33 MB

~Get Your Files Here !/3 - Python Fundamentals II Functions & Robustness/11. Modules & Imports.mp4

34 MB

~Get Your Files Here !/3 - Python Fundamentals II Functions & Robustness/12. Debugging Muscle.mp4

2.7 MB

~Get Your Files Here !/3 - Python Fundamentals II Functions & Robustness/9. Functions.mp4

40 MB

~Get Your Files Here !/30 - Capstone End-to-End Analyst Project/95. Build Walkthrough Part 2.mp4

52 MB

~Get Your Files Here !/30 - Capstone End-to-End Analyst Project/96. Build Walkthrough Part 3.mp4

46 MB

~Get Your Files Here !/30 - Capstone End-to-End Analyst Project/97. Capstone Brief.mp4

36 MB

~Get Your Files Here !/30 - Capstone End-to-End Analyst Project/98. Build Walkthrough Part 1.mp4

50 MB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/1. Module 1 Check Why Python, Why Now.html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/10. Module 10 Check Pandas IV Time Series for Analysts.html

28 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/11. Module 11 Check Pandas V Performance & When to Reach Further.html

28 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/12. Module 12 Check Data Visualization I Matplotlib Foundations.html

27 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/13. Module 13 Check Data Visualization II Seaborn & Statistical Plots.html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/14. Module 14 Check Data Visualization III Interactive & Dashboards.html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/15. Module 15 Check Data Storytelling & Presentation.html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/16. Module 16 Check Excel + Python Bridging the Two Worlds.html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/17. Module 17 Check SQL + Python Databases Without Manual Exports.html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/18. Module 18 Check APIs & Web Data.html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/19. Module 19 Check Statistics for Analysts I Foundations.html

27 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/2. Module 2 Check Python Fundamentals I Variables, Types, Logic.html

24 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/20. Module 20 Check Statistics for Analysts II Inference & Testing.html

27 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/21. Module 21 Check Light ML & Forecasting for Analysts.html

28 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/22. Module 22 Check AI-Augmented Analytics for Analysts.html

28 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/23. Module 23 Check Automation & Scheduling.html

26 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/24. Module 24 Check Working with Bigger Data.html

28 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/25. Module 25 Check Tooling, Git & Reproducibility.html

26 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/26. Module 26 Check Recap & Bridge.html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/27. Module 27 Check Case Studies Real Company-Shaped Problems.html

27 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/28. Module 28 Check BI Integration.html

26 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/29. Module 29 Check Career & Interview Playbook.html

26 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/3. Module 3 Check Python Fundamentals II Functions & Robustness.html

26 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/30. Module 30 Check Capstone End-to-End Analyst Project.html

28 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/4. Module 4 Check Data Structures Every Analyst Needs.html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/5. Module 5 Check Files & Formats Reading the Real World.html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/6. Module 6 Check NumPy Foundations (Just Enough).html

25 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/7. Module 7 Check Pandas I Series & DataFrame Fundamentals.html

28 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/8. Module 8 Check Pandas II Cleaning Real Data + Systematic EDA.html

28 kB

~Get Your Files Here !/31 - Module Quizzes (Optional Review)/9. Module 9 Check Pandas III Reshaping & Combining.html

28 kB

~Get Your Files Here !/4 - Data Structures Every Analyst Needs/13. Lists & Tuples.mp4

9.0 MB

~Get Your Files Here !/4 - Data Structures Every Analyst Needs/14. Dictionaries & Sets.mp4

27 MB

~Get Your Files Here !/4 - Data Structures Every Analyst Needs/15. Comprehensions.mp4

25 MB

~Get Your Files Here !/4 - Data Structures Every Analyst Needs/16. Lambda, map() & filter().mp4

6.4 MB

~Get Your Files Here !/4 - Data Structures Every Analyst Needs/17. Nested Structures.mp4

39 MB

~Get Your Files Here !/5 - Files & Formats Reading the Real World/18. CSV the Right Way.mp4

35 MB

~Get Your Files Here !/5 - Files & Formats Reading the Real World/19. Excel Files in Python.mp4

32 MB

~Get Your Files Here !/5 - Files & Formats Reading the Real World/20. JSON & Parquet.mp4

41 MB

~Get Your Files Here !/6 - NumPy Foundations (Just Enough)/21. Arrays & Vectorization.mp4

33 MB

~Get Your Files Here !/6 - NumPy Foundations (Just Enough)/22. NumPy Anti-Patterns.mp4

34 MB

~Get Your Files Here !/7 - Pandas I Series & DataFrame Fundamentals/23. Your First DataFrame.mp4

16 MB

~Get Your Files Here !/7 - Pandas I Series & DataFrame Fundamentals/24. Selecting & Filtering.mp4

15 MB

~Get Your Files Here !/7 - Pandas I Series & DataFrame Fundamentals/25. Sorting & Ranking.mp4

13 MB

~Get Your Files Here !/7 - Pandas I Series & DataFrame Fundamentals/26. MultiIndex.mp4

29 MB

~Get Your Files Here !/8 - Pandas II Cleaning Real Data + Systematic EDA/27. Missing Data.mp4

26 MB

~Get Your Files Here !/8 - Pandas II Cleaning Real Data + Systematic EDA/28. Dtypes & Conversion.mp4

14 MB

~Get Your Files Here !/8 - Pandas II Cleaning Real Data + Systematic EDA/29. String Cleaning.mp4

14 MB

~Get Your Files Here !/8 - Pandas II Cleaning Real Data + Systematic EDA/30. Working with Text Data.mp4

28 MB

~Get Your Files Here !/8 - Pandas II Cleaning Real Data + Systematic EDA/31. Your First Look at a Dataset.mp4

16 MB

~Get Your Files Here !/8 - Pandas II Cleaning Real Data + Systematic EDA/32. Automated Profiling Tools.mp4

15 MB

~Get Your Files Here !/8 - Pandas II Cleaning Real Data + Systematic EDA/33. Duplicates & Validation.mp4

36 MB

~Get Your Files Here !/9 - Pandas III Reshaping & Combining/34. GroupBy The Pattern That Replaces Every Excel Pivot Table.mp4

38 MB

~Get Your Files Here !/9 - Pandas III Reshaping & Combining/35. Pivot Tables & Melt Reshaping Between Wide and Long.mp4

17 MB

~Get Your Files Here !/9 - Pandas III Reshaping & Combining/36. Merge & Join Why Do I Suddenly Have More Rows.mp4

17 MB

~Get Your Files Here !/9 - Pandas III Reshaping & Combining/37. Concatenation Twelve Monthly CSVs Into One DataFrame.mp4

31 MB

~Get Your Files Here !/Bonus Resources.txt

70 B