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2. Matplotlib I.mp4
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1 - Introduction to Machine Learning
10 - Support Vector Machines
11 - K Nearest Neighbors for Classification and Regression
12 - Decision Tree Classifier Algorithm
13 - Random Forest Classifier Algorithm
14 - Naive Bayes Algorithm
15 - Resources
Notebooks
16 - KMeans Clustering
2 - Types of Machine Learning
3 - The Machine Learning Pipeline
4 - Numpy Library
5 - Pandas Library
6 - Analysis of Datasets using Pandas and Matplotlib Library
28 - 27 Analysis of Datasets I.mp4
MP4
42 MB
7 - The Scikitlearn Library and Preprocessing Techniques
8 - Supervised Learning Linear Regression
37 - 34 Implementation of Linear Regression I.mp4
MP4
75.8 MB
9 - Logistic Regression for Classification Problems
43 - 40 Implementation of Logistic Regression I.mp4
MP4
150.3 MB
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1 - Why Python, Why Now (The Analyst's Turning Point)
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
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
20 - Statistics for Analysts II Inference & Testing
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
21 - Light ML & Forecasting for Analysts
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
22 - AI-Augmented Analytics for Analysts
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
23 - Automation & Scheduling
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
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2. Google Colab
4. Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.mp4
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38.93 MB
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6. Visualization I - Matplotlib
2. Matplotlib Creating Plots - Part I.mp4
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78.04 MB
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2. Matplotlib I.mp4
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50.4 MB
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2. Matplotlib Creating Plots - Part I.mp4
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78 MB
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9. Visualization and Excel Export of Financial Data
2. Matplotlib - Part I.mp4
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200.63 MB
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2. Matplotlib Creating Plots - Part I.mp4
MP4
78 MB
1 matching file, 141 total files.
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