[ WebToolTip.com ] Udemy - Machine Learning Using Python Programming

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction to Machine Learning/1 - Introduction to Machine Learning English.vtt

6.7 kB

~Get Your Files Here !/1 - Introduction to Machine Learning/1 - Introduction to Machine Learning.mp4

31 MB

~Get Your Files Here !/1 - Introduction to Machine Learning/2 - 2 Features of Machine Learning English.vtt

3.0 kB

~Get Your Files Here !/1 - Introduction to Machine Learning/2 - 2 Features of Machine Learning.mp4

17 MB

~Get Your Files Here !/1 - Introduction to Machine Learning/3 - 3 Traditional Programming vs Machine Learning English.vtt

7.2 kB

~Get Your Files Here !/1 - Introduction to Machine Learning/3 - 3 Traditional Programming vs Machine Learning.mp4

22 MB

~Get Your Files Here !/10 - Support Vector Machines/45 - 42 Understanding Support Vector Machines and Hyperplanes English.vtt

14 kB

~Get Your Files Here !/10 - Support Vector Machines/45 - 42 Understanding Support Vector Machines and Hyperplanes.mp4

53 MB

~Get Your Files Here !/10 - Support Vector Machines/46 - 43 Understanding the Kernels of SVM English.vtt

3.0 kB

~Get Your Files Here !/10 - Support Vector Machines/46 - 43 Understanding the Kernels of SVM.mp4

14 MB

~Get Your Files Here !/10 - Support Vector Machines/47 - 44 Implementing Support Vector Classifiers in Python English.vtt

8.2 kB

~Get Your Files Here !/10 - Support Vector Machines/47 - 44 Implementing Support Vector Classifiers in Python.mp4

52 MB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/48 - 45 Drawing the classification diagrams English.vtt

7.3 kB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/48 - 45 Drawing the classification diagrams.mp4

30 MB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/49 - 46 Introduction to KNearest Neighbors English.vtt

3.8 kB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/49 - 46 Introduction to KNearest Neighbors.mp4

16 MB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/50 - 47 Steps in KNN Classification and KNN Regression English.vtt

8.1 kB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/50 - 47 Steps in KNN Classification and KNN Regression.mp4

36 MB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/51 - 48 Implementing KNN Classification using sklearn English.vtt

6.7 kB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/51 - 48 Implementing KNN Classification using sklearn.mp4

54 MB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/52 - 49 Implementing KNN Regression Algorithm in Python I English.vtt

5.0 kB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/52 - 49 Implementing KNN Regression Algorithm in Python I.mp4

32 MB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/53 - 50 Implementing KNN Regression Algorithm in Python II English.vtt

2.0 kB

~Get Your Files Here !/11 - K Nearest Neighbors for Classification and Regression/53 - 50 Implementing KNN Regression Algorithm in Python II.mp4

18 MB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/54 - 51 Introduction to Decision Trees English.vtt

925 B

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/54 - 51 Introduction to Decision Trees.mp4

1.9 MB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/55 - 52 Basic Tree Terminologies English.vtt

19 kB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/55 - 52 Basic Tree Terminologies.mp4

90 MB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/56 - 53 Example 1 for Decision Tree English.vtt

3.4 kB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/56 - 53 Example 1 for Decision Tree.mp4

14 MB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/57 - 531 Example 2 for Decision Tree English.vtt

2.6 kB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/57 - 531 Example 2 for Decision Tree.mp4

8.8 MB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/58 - 54 Implementation of Decision Tree Algorithm I English.vtt

3.5 kB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/58 - 54 Implementation of Decision Tree Algorithm I.mp4

26 MB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/59 - 55 Implementation of Decision Tree Algorithm II English.vtt

2.7 kB

~Get Your Files Here !/12 - Decision Tree Classifier Algorithm/59 - 55 Implementation of Decision Tree Algorithm II.mp4

22 MB

~Get Your Files Here !/13 - Random Forest Classifier Algorithm/60 - 56 Ensemble Techniques Random Forest Classifier English.vtt

8.9 kB

~Get Your Files Here !/13 - Random Forest Classifier Algorithm/60 - 56 Ensemble Techniques Random Forest Classifier.mp4

41 MB

~Get Your Files Here !/13 - Random Forest Classifier Algorithm/61 - 57 Implementing Random Classifier in Python English.vtt

7.2 kB

~Get Your Files Here !/13 - Random Forest Classifier Algorithm/61 - 57 Implementing Random Classifier in Python.mp4

54 MB

~Get Your Files Here !/14 - Naive Bayes Algorithm/62 - 59 Naive Bayes Classifier English.vtt

14 kB

~Get Your Files Here !/14 - Naive Bayes Algorithm/62 - 59 Naive Bayes Classifier.mp4

61 MB

~Get Your Files Here !/14 - Naive Bayes Algorithm/63 - 60 Implementing Naive Bayes Classifier for wine dataset English.vtt

17 kB

~Get Your Files Here !/14 - Naive Bayes Algorithm/63 - 60 Implementing Naive Bayes Classifier for wine dataset.mp4

142 MB

~Get Your Files Here !/15 - Resources/64 - Download all the notebooks and datasets here.html

108 B

~Get Your Files Here !/15 - Resources/Notebooks/Decision Tree.ipynb

36 kB

~Get Your Files Here !/15 - Resources/Notebooks/KNN Regression.ipynb

36 kB

~Get Your Files Here !/15 - Resources/Notebooks/KNN.ipynb

4.5 kB

~Get Your Files Here !/15 - Resources/Notebooks/LinearRegression.ipynb

38 kB

~Get Your Files Here !/15 - Resources/Notebooks/LogisticRegression.ipynb

15 kB

~Get Your Files Here !/15 - Resources/Notebooks/MyFirstNotebook.ipynb

17 kB

~Get Your Files Here !/15 - Resources/Notebooks/Naive Bayes' Algorithm.ipynb

9.0 kB

~Get Your Files Here !/15 - Resources/Notebooks/Naive Bayes' Classifier.ipynb

26 kB

~Get Your Files Here !/15 - Resources/Notebooks/Preprocessing Techniques.ipynb

2.5 kB

~Get Your Files Here !/15 - Resources/Notebooks/Product.csv

11 kB

~Get Your Files Here !/15 - Resources/Notebooks/Random Forest Classifier.ipynb

9.0 kB

~Get Your Files Here !/15 - Resources/Notebooks/SVM.ipynb

8.3 kB

~Get Your Files Here !/15 - Resources/Notebooks/Salary_Data.csv

454 B

~Get Your Files Here !/15 - Resources/Notebooks/car.csv

10 kB

~Get Your Files Here !/16 - KMeans Clustering/65 - The complete flow of KMeans Clustering English.vtt

19 kB

~Get Your Files Here !/16 - KMeans Clustering/65 - The complete flow of KMeans Clustering.mp4

89 MB

~Get Your Files Here !/16 - KMeans Clustering/66 - The concept of Overfitting and Underfitting English.vtt

18 kB

~Get Your Files Here !/16 - KMeans Clustering/66 - The concept of Overfitting and Underfitting.mp4

79 MB

~Get Your Files Here !/2 - Types of Machine Learning/4 - 4 Difference between Supervised and Unsupervised Learning English.vtt

9.1 kB

~Get Your Files Here !/2 - Types of Machine Learning/4 - 4 Difference between Supervised and Unsupervised Learning.mp4

39 MB

~Get Your Files Here !/2 - Types of Machine Learning/5 - 5 Algorithms in Supervised and Unsupervised Learning English.vtt

3.8 kB

~Get Your Files Here !/2 - Types of Machine Learning/5 - 5 Algorithms in Supervised and Unsupervised Learning.mp4

13 MB

~Get Your Files Here !/3 - The Machine Learning Pipeline/10 - 10 Introduction to iPython Environment English.vtt

10 kB

~Get Your Files Here !/3 - The Machine Learning Pipeline/10 - 10 Introduction to iPython Environment.mp4

52 MB

~Get Your Files Here !/3 - The Machine Learning Pipeline/11 - Important Libraries in Python.html

358 B

~Get Your Files Here !/3 - The Machine Learning Pipeline/6 - 6 The Machine Learning Pipeline Data Collection English.vtt

9.4 kB

~Get Your Files Here !/3 - The Machine Learning Pipeline/6 - 6 The Machine Learning Pipeline Data Collection.mp4

44 MB

~Get Your Files Here !/3 - The Machine Learning Pipeline/7 - 7 Importance of Data Prepocessing English.vtt

3.4 kB

~Get Your Files Here !/3 - The Machine Learning Pipeline/7 - 7 Importance of Data Prepocessing.mp4

18 MB

~Get Your Files Here !/3 - The Machine Learning Pipeline/8 - 8 Importance of Feature Selection and Feature Engineering English.vtt

11 kB

~Get Your Files Here !/3 - The Machine Learning Pipeline/8 - 8 Importance of Feature Selection and Feature Engineering.mp4

52 MB

~Get Your Files Here !/3 - The Machine Learning Pipeline/9 - 9 The Machine Learning Terminologies English.vtt

7.5 kB

~Get Your Files Here !/3 - The Machine Learning Pipeline/9 - 9 The Machine Learning Terminologies.mp4

36 MB

~Get Your Files Here !/4 - Numpy Library/12 - 11Creating a numpy array English.vtt

17 kB

~Get Your Files Here !/4 - Numpy Library/12 - 11Creating a numpy array.mp4

50 MB

~Get Your Files Here !/4 - Numpy Library/13 - 12 Processing the numpy arrays English.vtt

16 kB

~Get Your Files Here !/4 - Numpy Library/13 - 12 Processing the numpy arrays.mp4

58 MB

~Get Your Files Here !/4 - Numpy Library/14 - 13 Accessing Columns from Numpy Matrices English.vtt

5.0 kB

~Get Your Files Here !/4 - Numpy Library/14 - 13 Accessing Columns from Numpy Matrices.mp4

19 MB

~Get Your Files Here !/4 - Numpy Library/15 - 14 Statistical methods in Numpy English.vtt

15 kB

~Get Your Files Here !/4 - Numpy Library/15 - 14 Statistical methods in Numpy.mp4

56 MB

~Get Your Files Here !/4 - Numpy Library/16 - 15 Matrix Operations in Numpy English.vtt

14 kB

~Get Your Files Here !/4 - Numpy Library/16 - 15 Matrix Operations in Numpy.mp4

54 MB

~Get Your Files Here !/4 - Numpy Library/17 - 16 Iterating through the numpy array English.vtt

5.9 kB

~Get Your Files Here !/4 - Numpy Library/17 - 16 Iterating through the numpy array.mp4

24 MB

~Get Your Files Here !/5 - Pandas Library/18 - 17 An Intuition on Pandas Dataframe and Series English.vtt

6.5 kB

~Get Your Files Here !/5 - Pandas Library/18 - 17 An Intuition on Pandas Dataframe and Series.mp4

28 MB

~Get Your Files Here !/5 - Pandas Library/19 - 18 Using numpy arrays to create Pandas Series English.vtt

8.1 kB

~Get Your Files Here !/5 - Pandas Library/19 - 18 Using numpy arrays to create Pandas Series.mp4

29 MB

~Get Your Files Here !/5 - Pandas Library/20 - 19 Using dictionary to create Pandas Series English.vtt

7.2 kB

~Get Your Files Here !/5 - Pandas Library/20 - 19 Using dictionary to create Pandas Series.mp4

26 MB

~Get Your Files Here !/5 - Pandas Library/21 - 20 Using a scalar to create Pandas Series English.vtt

2.1 kB

~Get Your Files Here !/5 - Pandas Library/21 - 20 Using a scalar to create Pandas Series.mp4

10 MB

~Get Your Files Here !/5 - Pandas Library/22 - 21 Series Processing English.vtt

1.5 kB

~Get Your Files Here !/5 - Pandas Library/22 - 21 Series Processing.mp4

8.5 MB

~Get Your Files Here !/5 - Pandas Library/23 - 22 Creating Pandas Dataframe from series English.vtt

7.1 kB

~Get Your Files Here !/5 - Pandas Library/23 - 22 Creating Pandas Dataframe from series.mp4

24 MB

~Get Your Files Here !/5 - Pandas Library/24 - 23 Using lists of data to create a Pandas Dataframe English.vtt

5.0 kB

~Get Your Files Here !/5 - Pandas Library/24 - 23 Using lists of data to create a Pandas Dataframe.mp4

21 MB

~Get Your Files Here !/5 - Pandas Library/25 - 24 Another approach to create Dataframes English.vtt

4.2 kB

~Get Your Files Here !/5 - Pandas Library/25 - 24 Another approach to create Dataframes.mp4

22 MB

~Get Your Files Here !/5 - Pandas Library/26 - 25 Directly creating a pandas dataframe from numpy arrays English.vtt

1.8 kB

~Get Your Files Here !/5 - Pandas Library/26 - 25 Directly creating a pandas dataframe from numpy arrays.mp4

8.2 MB

~Get Your Files Here !/6 - Analysis of Datasets using Pandas and Matplotlib Library/27 - 26 Loading the dataset Important English.vtt

6.7 kB

~Get Your Files Here !/6 - Analysis of Datasets using Pandas and Matplotlib Library/27 - 26 Loading the dataset Important.mp4

32 MB

~Get Your Files Here !/6 - Analysis of Datasets using Pandas and Matplotlib Library/28 - 27 Analysis of Datasets I English.vtt

7.3 kB

~Get Your Files Here !/6 - Analysis of Datasets using Pandas and Matplotlib Library/28 - 27 Analysis of Datasets I.mp4

42 MB

~Get Your Files Here !/6 - Analysis of Datasets using Pandas and Matplotlib Library/29 - 28 Analysis of Datasets by Plotting II English.vtt

17 kB

~Get Your Files Here !/6 - Analysis of Datasets using Pandas and Matplotlib Library/29 - 28 Analysis of Datasets by Plotting II.mp4

71 MB

~Get Your Files Here !/7 - The Scikitlearn Library and Preprocessing Techniques/30 - 29 Working with Iris Dataset from sklearn English.vtt

32 kB

~Get Your Files Here !/7 - The Scikitlearn Library and Preprocessing Techniques/30 - 29 Working with Iris Dataset from sklearn.mp4

194 MB

~Get Your Files Here !/7 - The Scikitlearn Library and Preprocessing Techniques/31 - 30 Binarization English.vtt

9.6 kB

~Get Your Files Here !/7 - The Scikitlearn Library and Preprocessing Techniques/31 - 30 Binarization.mp4

43 MB

~Get Your Files Here !/7 - The Scikitlearn Library and Preprocessing Techniques/32 - 31 Feature Scaling English.vtt

9.4 kB

~Get Your Files Here !/7 - The Scikitlearn Library and Preprocessing Techniques/32 - 31 Feature Scaling.mp4

47 MB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/33 - 32 Analysis of Linear Regression English.vtt

21 kB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/33 - 32 Analysis of Linear Regression.mp4

74 MB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/34 - Use of Gradient Descent Optimizer English.vtt

11 kB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/34 - Use of Gradient Descent Optimizer.mp4

33 MB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/35 - The Gradient Descent Optimizer Algorithm English.vtt

28 kB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/35 - The Gradient Descent Optimizer Algorithm.mp4

81 MB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/36 - 33 Demand vs Price Problem to understand Linear Regression English.vtt

12 kB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/36 - 33 Demand vs Price Problem to understand Linear Regression.mp4

71 MB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/37 - 34 Implementation of Linear Regression I English.vtt

13 kB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/37 - 34 Implementation of Linear Regression I.mp4

76 MB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/38 - 35 Implementation of Linear Regression II English.vtt

6.9 kB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/38 - 35 Implementation of Linear Regression II.mp4

48 MB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/39 - 36 Visualizing the LBF using matplotlib English.vtt

4.8 kB

~Get Your Files Here !/8 - Supervised Learning Linear Regression/39 - 36 Visualizing the LBF using matplotlib.mp4

23 MB

~Get Your Files Here !/9 - Logistic Regression for Classification Problems/40 - 37 Why does Linear Regression fail for a classification problem English.vtt

11 kB

~Get Your Files Here !/9 - Logistic Regression for Classification Problems/40 - 37 Why does Linear Regression fail for a classification problem.mp4

39 MB

~Get Your Files Here !/9 - Logistic Regression for Classification Problems/41 - 38 The Sigmoid function in Logistic Regression English.vtt

6.3 kB

~Get Your Files Here !/9 - Logistic Regression for Classification Problems/41 - 38 The Sigmoid function in Logistic Regression.mp4

24 MB

~Get Your Files Here !/9 - Logistic Regression for Classification Problems/42 - 39 The Confusion Matrix English.vtt

14 kB

~Get Your Files Here !/9 - Logistic Regression for Classification Problems/42 - 39 The Confusion Matrix.mp4

60 MB

~Get Your Files Here !/9 - Logistic Regression for Classification Problems/43 - 40 Implementation of Logistic Regression I English.vtt

20 kB

~Get Your Files Here !/9 - Logistic Regression for Classification Problems/43 - 40 Implementation of Logistic Regression I.mp4

150 MB

~Get Your Files Here !/9 - Logistic Regression for Classification Problems/44 - 41 Creating an heatmap of the confusion matrix English.vtt

4.1 kB

~Get Your Files Here !/9 - Logistic Regression for Classification Problems/44 - 41 Creating an heatmap of the confusion matrix.mp4

22 MB

~Get Your Files Here !/Bonus Resources.txt

70 B