WebToolTip com Udemy Python for Data Analysts The Complete Flagship

WebToolTip com Udemy Python for Data Analysts The Complete Flagship

Name	[ WebToolTip.com ] Udemy - Python for Data Analysts - The Complete Flagship	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.1 GB
Total Files	130
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Hash	AB81D10EC1AFE1948EA553762A1E11F44F493ACC

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Get Bonus Downloads Here.url	0.2 KB
/.../1 - Why Python, Why Now (The Analyst's Turning Point)/
1. The Day Excel Broke.mp4	37.0 MB
2. Get Running in 10 Minutes.mp4	31.8 MB
3. Thinking Like a Programmer.mp4	38.8 MB
/.../10 - Pandas IV Time Series for Analysts/
38. Dates & Times.mp4	45.3 MB
39. Resampling & Rolling Windows.mp4	9.7 MB
40. Time-Based Analysis Patterns.mp4	48.6 MB
/.../11 - Pandas V Performance & When to Reach Further/
41. Vectorize, Don't Iterate.mp4	54.9 MB
42. Memory & Chunking.mp4	9.7 MB
43. Polars & DuckDB -- When Pandas Isn't Enough.mp4	37.1 MB
/.../12 - Data Visualization I Matplotlib Foundations/
44. The Grammar of a Chart.mp4	43.0 MB
45. Formatting for Humans.mp4	48.8 MB
/.../13 - Data Visualization II Seaborn & Statistical Plots/
46. Distributions & Relationships.mp4	26.7 MB
47. Categorical Comparisons & Heatmaps.mp4	26.2 MB
/.../14 - Data Visualization III Interactive & Dashboards/
48. Plotly for Interactivity.mp4	24.9 MB
49. Streamlit Micro-Dashboards.mp4	19.7 MB
/.../15 - Data Storytelling & Presentation/
50. The 'So What' Framework.mp4	34.9 MB
51. Chart Annotation for Non-Technical Audiences.mp4	36.6 MB
52. Choosing the Right Chart for the Message.mp4	36.1 MB
/.../16 - Excel + Python Bridging the Two Worlds/
53. Reading Writing Excel at Scale.mp4	45.3 MB
54. xlwings — Driving Excel from Python.mp4	19.1 MB
55. Replacing Fragile Workbooks.mp4	55.3 MB
/.../17 - SQL + Python Databases Without Manual Exports/
56. Connecting to a Database.mp4	39.2 MB
57. Writing Back.mp4	32.6 MB
58. SQL vs Pandas.mp4	27.5 MB
/.../18 - APIs & Web Data/
59. HTTP & requests Fundamentals.mp4	20.0 MB
60. Working with REST APIs.mp4	39.7 MB
61. Web Scraping Basics & Ethics.mp4	31.6 MB
/.../19 - Statistics for Analysts I Foundations/
62. Descriptive Statistics Why the Average Salary Lies.mp4	18.3 MB
63. Distributions Why Wait Times Never Look Like a Bell Curve.mp4	31.5 MB
64. Sampling & Confidence Intervals The Assumption Every KPI Hides.mp4	39.1 MB
/.../2 - Python Fundamentals I Variables, Types, Logic/
4. Variables & Data Types.mp4	30.5 MB
5. Operators & Expressions.mp4	33.8 MB
6. Control Flow.mp4	30.7 MB
7. Loops.mp4	37.0 MB
8. Jupyter Magic Commands.mp4	29.6 MB
/.../20 - Statistics for Analysts II Inference & Testing/
65. Hypothesis Testing t-tests, Chi-Square, and the P-Value Trap.mp4	45.2 MB
66. A B Testing in Practice The Checkout Button Test.mp4	32.2 MB
67. Correlation & Simple Regression Correlation Is Not Causation.mp4	32.6 MB
/.../21 - Light ML & Forecasting for Analysts/
68. When ML Is (and Isn't) the Right Tool.mp4	36.5 MB
69. Scikit-Learn Basics Train, Predict, and Not Fool Yourself.mp4	32.1 MB
70. Forecasting Sales and Demand Trend, Seasonality, and a Real Range.mp4	18.9 MB
71. Classification for Analysts Churn, Conversion, and the Accuracy Trap.mp4	39.7 MB
/.../22 - AI-Augmented Analytics for Analysts/
72. LLMs as Your Python Co-Pilot.mp4	20.5 MB
73. AI-Assisted Debugging.mp4	21.8 MB
74. Prompt Engineering for Data Tasks.mp4	11.1 MB
75. Copilot in Jupyter VS Code.mp4	9.1 MB
76. The AI Analyst Workflow.mp4	33.1 MB
/.../23 - Automation & Scheduling/
77. Writing a Script, Not a Notebook.mp4	20.3 MB
78. Scheduling.mp4	36.4 MB
79. Emailing Reports.mp4	37.3 MB
/.../24 - Working with Bigger Data/
80. Chunked Reading.mp4	40.7 MB
81. DuckDB for Analysts.mp4	39.8 MB
/.../25 - Tooling, Git & Reproducibility/
82. Virtual Environments & Package Management.mp4	31.9 MB
83. Git Basics for Analysts.mp4	30.8 MB
84. Notebook Hygiene & Testing.mp4	37.6 MB
/.../26 - Recap & Bridge/
85. The Analyst's Toolkit So Far.mp4	49.6 MB
/.../27 - Case Studies Real Company-Shaped Problems/
86. Marketing Analytics.mp4	37.4 MB
87. Finance Ops Reporting.mp4	37.9 MB
88. E-commerce Funnel Analysis.mp4	38.5 MB
89. Product Analytics.mp4	55.2 MB
/.../28 - BI Integration/
90. Feeding Power BI Tableau from Python.mp4	48.5 MB
91. Building a Self-Serve Streamlit App.mp4	34.2 MB
/.../29 - Career & Interview Playbook/
92. The Analyst Interview.mp4	40.7 MB
93. Building a Portfolio Project.mp4	39.2 MB
94. Career Framing.mp4	31.0 MB
/.../3 - Python Fundamentals II Functions & Robustness/
10. Error Handling.mp4	34.4 MB
11. Modules & Imports.mp4	35.7 MB
12. Debugging Muscle.mp4	2.9 MB
9. Functions.mp4	41.8 MB
/.../30 - Capstone End-to-End Analyst Project/
95. Build Walkthrough Part 2.mp4	54.6 MB
96. Build Walkthrough Part 3.mp4	47.9 MB
97. Capstone Brief.mp4	38.0 MB
98. Build Walkthrough Part 1.mp4	52.9 MB
/.../31 - Module Quizzes (Optional Review)/
1. Module 1 Check Why Python, Why Now.html	25.9 KB
10. Module 10 Check Pandas IV Time Series for Analysts.html	28.3 KB
11. Module 11 Check Pandas V Performance & When to Reach Further.html	29.1 KB
12. Module 12 Check Data Visualization I Matplotlib Foundations.html	27.9 KB
13. Module 13 Check Data Visualization II Seaborn & Statistical Plots.html	26.0 KB
14. Module 14 Check Data Visualization III Interactive & Dashboards.html	25.4 KB
15. Module 15 Check Data Storytelling & Presentation.html	25.4 KB
16. Module 16 Check Excel + Python Bridging the Two Worlds.html	25.9 KB
17. Module 17 Check SQL + Python Databases Without Manual Exports.html	25.9 KB
18. Module 18 Check APIs & Web Data.html	25.7 KB
19. Module 19 Check Statistics for Analysts I Foundations.html	27.8 KB
2. Module 2 Check Python Fundamentals I Variables, Types, Logic.html	24.6 KB
20. Module 20 Check Statistics for Analysts II Inference & Testing.html	27.9 KB
21. Module 21 Check Light ML & Forecasting for Analysts.html	29.0 KB
22. Module 22 Check AI-Augmented Analytics for Analysts.html	28.1 KB
23. Module 23 Check Automation & Scheduling.html	27.2 KB
24. Module 24 Check Working with Bigger Data.html	28.4 KB
25. Module 25 Check Tooling, Git & Reproducibility.html	26.9 KB
26. Module 26 Check Recap & Bridge.html	25.9 KB
27. Module 27 Check Case Studies Real Company-Shaped Problems.html	27.7 KB
28. Module 28 Check BI Integration.html	27.1 KB
29. Module 29 Check Career & Interview Playbook.html	27.2 KB
3. Module 3 Check Python Fundamentals II Functions & Robustness.html	26.1 KB
30. Module 30 Check Capstone End-to-End Analyst Project.html	28.4 KB
4. Module 4 Check Data Structures Every Analyst Needs.html	25.9 KB
5. Module 5 Check Files & Formats Reading the Real World.html	25.9 KB
6. Module 6 Check NumPy Foundations (Just Enough).html	25.9 KB
7. Module 7 Check Pandas I Series & DataFrame Fundamentals.html	28.1 KB
8. Module 8 Check Pandas II Cleaning Real Data + Systematic EDA.html	28.4 KB
9. Module 9 Check Pandas III Reshaping & Combining.html	28.3 KB
/.../4 - Data Structures Every Analyst Needs/
13. Lists & Tuples.mp4	9.5 MB
14. Dictionaries & Sets.mp4	28.5 MB
15. Comprehensions.mp4	25.9 MB
16. Lambda, map() & filter().mp4	6.7 MB
17. Nested Structures.mp4	40.5 MB
/.../5 - Files & Formats Reading the Real World/
18. CSV the Right Way.mp4	36.8 MB
19. Excel Files in Python.mp4	33.4 MB
20. JSON & Parquet.mp4	42.7 MB
/.../6 - NumPy Foundations (Just Enough)/
21. Arrays & Vectorization.mp4	34.2 MB
22. NumPy Anti-Patterns.mp4	35.3 MB
/.../7 - Pandas I Series & DataFrame Fundamentals/
23. Your First DataFrame.mp4	16.9 MB
24. Selecting & Filtering.mp4	15.5 MB
25. Sorting & Ranking.mp4	13.2 MB
26. MultiIndex.mp4	30.6 MB
/.../8 - Pandas II Cleaning Real Data + Systematic EDA/
27. Missing Data.mp4	26.7 MB
28. Dtypes & Conversion.mp4	14.8 MB
29. String Cleaning.mp4	14.5 MB
30. Working with Text Data.mp4	29.5 MB
31. Your First Look at a Dataset.mp4	16.3 MB
32. Automated Profiling Tools.mp4	15.5 MB
33. Duplicates & Validation.mp4	37.9 MB
/.../9 - Pandas III Reshaping & Combining/
34. GroupBy The Pattern That Replaces Every Excel Pivot Table.mp4	39.9 MB
35. Pivot Tables & Melt Reshaping Between Wide and Long.mp4	17.8 MB
36. Merge & Join Why Do I Suddenly Have More Rows.mp4	17.8 MB
37. Concatenation Twelve Monthly CSVs Into One DataFrame.mp4	32.5 MB
~Get Your Files Here !/
Bonus Resources.txt	0.1 KB
Total files 130