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CourseBoat com Udemy Complete Supervised Machine Learning With Python

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Total Size

2.8 GB

Total Files

138

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9D87DFFE99BA984DD44E280F2ADF77DB4B739502

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0.2 KB

/1. Introduction/

1. Introduction.mp4

24.3 MB

1. Introduction.srt

1.8 KB

2. Supervised Machine Learning.mp4

38.6 MB

2. Supervised Machine Learning.srt

5.2 KB

3. Unsupervised Machine Learning.mp4

45.6 MB

3. Unsupervised Machine Learning.srt

5.5 KB

4. Difference Between Supervised And Unsupervised Machine Learning.mp4

13.2 MB

4. Difference Between Supervised And Unsupervised Machine Learning.srt

2.7 KB

/.../10. Complete Decision Tree With Python/

1. Fundamentals Of Decision Tree - Lecture 1.mp4

48.8 MB

1. Fundamentals Of Decision Tree - Lecture 1.srt

14.5 KB

10. Decision Tree Hands-on With Python - Lecture 5.mp4

40.2 MB

10. Decision Tree Hands-on With Python - Lecture 5.srt

4.3 KB

2. Fundamentals Of Decision Tree - Lecture 2.mp4

39.1 MB

2. Fundamentals Of Decision Tree - Lecture 2.srt

13.7 KB

3. Decision Tree, Impurity Gain Ratio.mp4

22.6 MB

3. Decision Tree, Impurity Gain Ratio.srt

8.8 KB

4. Decision Tree, Numerical Attributes - Lecture 1.mp4

44.1 MB

4. Decision Tree, Numerical Attributes - Lecture 1.srt

7.7 KB

5. Decision Tree, Numerical Attributes - Lecture 2.mp4

36.2 MB

5. Decision Tree, Numerical Attributes - Lecture 2.srt

9.7 KB

6. Decision Tree Hands-on With Python - Lecture 1.mp4

32.1 MB

6. Decision Tree Hands-on With Python - Lecture 1.srt

3.4 KB

7. Decision Tree Hands-on With Python - Lecture 2.mp4

51.2 MB

7. Decision Tree Hands-on With Python - Lecture 2.srt

5.3 KB

8. Decision Tree Hands-on With Python - Lecture 3.mp4

32.1 MB

8. Decision Tree Hands-on With Python - Lecture 3.srt

3.4 KB

9. Decision Tree Hands-on With Python - Lecture 4.mp4

38.2 MB

9. Decision Tree Hands-on With Python - Lecture 4.srt

3.9 KB

/.../11. Regression Tree With Python/

1. Regression Tree.mp4

12.1 MB

1. Regression Tree.srt

9.5 KB

2. Regression Tree With Python.mp4

43.9 MB

2. Regression Tree With Python.srt

4.8 KB

/.../12. Naïve Bayes Classifier And KNN/

1. Understanding Naïve Bayes Classifier.mp4

65.4 MB

1. Understanding Naïve Bayes Classifier.srt

7.9 KB

2. Understanding KNN Algorithm.mp4

24.5 MB

2. Understanding KNN Algorithm.srt

5.1 KB

3. Advantages And Disadvantages Of KNN.mp4

6.9 MB

3. Advantages And Disadvantages Of KNN.srt

2.3 KB

/.../13. Random Forest With Python/

1. Ensemble Classifiers- Random Forest - Lecture 1.mp4

49.1 MB

1. Ensemble Classifiers- Random Forest - Lecture 1.srt

13.1 KB

2. Ensemble Classifiers- Random Forest - Lecture 2.mp4

39.1 MB

2. Ensemble Classifiers- Random Forest - Lecture 2.srt

12.4 KB

3. Random Forest Classifier In Python - Lecture 1.mp4

48.7 MB

3. Random Forest Classifier In Python - Lecture 1.srt

5.6 KB

4. Random Forest Classifier In Python - Lecture 2.mp4

46.6 MB

4. Random Forest Classifier In Python - Lecture 2.srt

5.5 KB

/.../14. Discriminant Analysis With A Case Study/

1. Discriminant Analysis - Lecture 1.mp4

106.7 MB

1. Discriminant Analysis - Lecture 1.srt

12.8 KB

2. Discriminant Analysis - Lecture 2.mp4

59.9 MB

2. Discriminant Analysis - Lecture 2.srt

7.1 KB

/.../15. Support Vector Machines With Python/

1. Support Vector Machines - Lecture 1.mp4

45.0 MB

1. Support Vector Machines - Lecture 1.srt

7.7 KB

2. Support Vector Machines - Lecture 2.mp4

74.1 MB

2. Support Vector Machines - Lecture 2.srt

10.3 KB

3. Support Vector Machines - Lecture 3.mp4

50.9 MB

3. Support Vector Machines - Lecture 3.srt

7.6 KB

4. SVM With Python.mp4

63.2 MB

4. SVM With Python.srt

6.8 KB

/.../16. Ridge Regression/

1. Ridge Regression - Lecture 1.mp4

41.3 MB

1. Ridge Regression - Lecture 1.srt

7.3 KB

2. Ridge Regression - Lecture 2.mp4

28.3 MB

2. Ridge Regression - Lecture 2.srt

4.7 KB

/.../17. Deep Learning/

1. Introduction To Deep Learning.mp4

65.1 MB

1. Introduction To Deep Learning.srt

7.0 KB

2. Introduction To Artificial Neural Networks (ANNs).mp4

74.8 MB

2. Introduction To Artificial Neural Networks (ANNs).srt

7.5 KB

3. Architecture And Training Of ANN.mp4

64.7 MB

3. Architecture And Training Of ANN.srt

13.2 KB

4. Perceptron With Python.mp4

65.4 MB

4. Perceptron With Python.srt

6.1 KB

5. ANN With Back Propagation.mp4

68.3 MB

5. ANN With Back Propagation.srt

9.4 KB

6. Back Propagation With Python.mp4

64.7 MB

6. Back Propagation With Python.srt

6.0 KB

/.../2. Introduction To Python/

1. Installing Python.mp4

34.2 MB

1. Installing Python.srt

2.0 KB

2. Installing Jupyter Notebook.mp4

14.2 MB

2. Installing Jupyter Notebook.srt

2.3 KB

3. Installing PyCharm.mp4

29.2 MB

3. Installing PyCharm.srt

2.8 KB

4. Installing Python Libraries.mp4

27.1 MB

4. Installing Python Libraries.srt

6.3 KB

5. Python Programs In Many Ways.mp4

44.6 MB

5. Python Programs In Many Ways.srt

5.0 KB

/.../3. Working With Numbers In Python/

1. Defining Numbers In Python.mp4

11.4 MB

1. Defining Numbers In Python.srt

6.6 KB

2. Basic Operations On Numbers.mp4

17.1 MB

2. Basic Operations On Numbers.srt

2.9 KB

3. The Built-in Python Functions.mp4

30.2 MB

3. The Built-in Python Functions.srt

5.3 KB

/.../4. Handling Files In Python/

1. File Handling In Python - Lecture 1.mp4

17.9 MB

1. File Handling In Python - Lecture 1.srt

3.3 KB

2. File Handling In Python - Lecture 2.mp4

40.1 MB

2. File Handling In Python - Lecture 2.srt

4.2 KB

3. File Handling In Python - Lecture 3.mp4

28.9 MB

3. File Handling In Python - Lecture 3.srt

3.8 KB

/.../5. The NumPy Library/

1. Starting With NumPy Library.mp4

30.9 MB

1. Starting With NumPy Library.srt

2.9 KB

2. Working With Arrays Using NumPy Library.mp4

69.9 MB

2. Working With Arrays Using NumPy Library.srt

6.4 KB

/.../6. Data Manipulation With Pandas Library In Python/

1. Starting With Pandas.mp4

38.4 MB

1. Starting With Pandas.srt

5.2 KB

2. Slicing Of A Sequence.mp4

22.3 MB

2. Slicing Of A Sequence.srt

3.3 KB

3. DataFrame In Pandas.mp4

14.3 MB

3. DataFrame In Pandas.srt

4.2 KB

4. Data Slicing And Grouping.mp4

32.3 MB

4. Data Slicing And Grouping.srt

3.4 KB

5. Filtering And Sorting Data.mp4

37.1 MB

5. Filtering And Sorting Data.srt

3.9 KB

/.../7. Data Visualization With Python/

1. Data Visualization - Starting With Matplotlib.mp4

12.0 MB

1. Data Visualization - Starting With Matplotlib.srt

2.6 KB

2. Data Visualization - The Dataset.mp4

12.3 MB

2. Data Visualization - The Dataset.srt

1.7 KB

3. Data Analysis And Visualization.mp4

52.3 MB

3. Data Analysis And Visualization.srt

5.6 KB

/.../8. Linear Regression With Python/

1. Understanding Linear Regression.mp4

47.6 MB

1. Understanding Linear Regression.srt

6.6 KB

2. Estimating Coefficients Of Linear Regression.mp4

31.9 MB

2. Estimating Coefficients Of Linear Regression.srt

6.0 KB

3. Understanding t-value and p-value.mp4

5.6 MB

3. Understanding t-value and p-value.srt

3.5 KB

4. Multiple R-square And Residual Standard Error.mp4

22.3 MB

4. Multiple R-square And Residual Standard Error.srt

4.4 KB

5. Linear Regression With Python.mp4

149.7 MB

5. Linear Regression With Python.srt

12.8 KB

/.../9. Logistic Regression With Python/

1. Understanding Logistic Regression Problems.mp4

10.7 MB

1. Understanding Logistic Regression Problems.srt

3.1 KB

2. Understanding Data For Logistic Regression.mp4

11.0 MB

2. Understanding Data For Logistic Regression.srt

3.1 KB

3. Explaining A Logistic Regression Model.mp4

10.6 MB

3. Explaining A Logistic Regression Model.srt

2.6 KB

4. Fitting A Logistic Regression Model.mp4

35.4 MB

4. Fitting A Logistic Regression Model.srt

6.8 KB

5. Logistic Regression With Python.mp4

110.0 MB

5. Logistic Regression With Python.srt

12.7 KB

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Bonus Resources.txt

0.4 KB

 

Total files 138


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