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Udemy - Complete Machine Learning and Data Science With Python ML A-Z

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1 - Introduction

10 - Project Customer Segmentation using Clustering

11 - Project Fake News Detection using machine learning Python

12 - Project COVID19 Coronavirus Infection Probability using machine learning

13 - Miscellaneous

14 - Python Crash Course

2 - Installation and Colab

3 - Python for Data Analysis Numpy

4 - Python for Data Analysis Pandas

5 - Python for Data Visualization Matplotlib

16 - Matplotlib Bar Graphs.mp4

MP4

24.9 MB

1 matching file, 187 total files.

Seeders: 16
Leechers: 8
Size: 3.1 GB
Files: 187
Age: 6 months ago

187

3.1 GB

6 months ago

Udemy - Machine Learning Using Python Programming

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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

27 - 26 Loading the dataset Important.mp4

MP4

32.3 MB

28 - 27 Analysis of Datasets I.mp4

MP4

42 MB

29 - 28 Analysis of Datasets by Plotting II.mp4

MP4

71.1 MB

7 - The Scikitlearn Library and Preprocessing Techniques

30 - 29 Working with Iris Dataset from sklearn.mp4

MP4

194.1 MB

31 - 30 Binarization.mp4

MP4

43.2 MB

32 - 31 Feature Scaling.mp4

MP4

46.9 MB

8 - Supervised Learning Linear Regression

33 - 32 Analysis of Linear Regression.mp4

MP4

73.8 MB

34 - Use of Gradient Descent Optimizer.mp4

MP4

33 MB

35 - The Gradient Descent Optimizer Algorithm.mp4

MP4

81.1 MB

36 - 33 Demand vs Price Problem to understand Linear Regression.mp4

MP4

71.3 MB

37 - 34 Implementation of Linear Regression I.mp4

MP4

75.8 MB

38 - 35 Implementation of Linear Regression II.mp4

MP4

48.2 MB

39 - 36 Visualizing the LBF using matplotlib.mp4

MP4

23.3 MB

9 - Logistic Regression for Classification Problems

40 - 37 Why does Linear Regression fail for a classification problem.mp4	MP4	39.1 MB
41 - 38 The Sigmoid function in Logistic Regression.mp4	MP4	24 MB
42 - 39 The Confusion Matrix.mp4	MP4	60.1 MB
43 - 40 Implementation of Logistic Regression I.mp4	MP4	150.3 MB
44 - 41 Creating an heatmap of the confusion matrix.mp4	MP4	22.1 MB

18 matching files, 146 total files.

Seeders: 15
Leechers: 8
Size: 2.8 GB
Files: 146
Age: 6 months ago

146

2.8 GB

6 months ago

Udemy - Python for Data Analysts - The Complete Flagship

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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

5. Operators & Expressions.mp4

MP4

32.3 MB

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

30 - Capstone End-to-End Analyst Project

31 - Module Quizzes (Optional Review)

4 - Data Structures Every Analyst Needs

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