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[ FreeCourseWeb.com ] Udemy - Unsupervised Machine Learning with 2 Capstone ML Projects

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101

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2.67GB

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2021-08-14

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FreeCourseWeb com Udemy Unsupervised Machine Learning with Capstone ML Projects

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File Name

Size

Get Bonus Downloads Here.url

183B

~Get Your Files Here !/1. Introduction to Clustering Analysis/1. Introduction to Clustering.mp4

57.83MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/1. Introduction to Clustering.srt

3.14KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/10. Introduction to Hierarchical Clustering.mp4

88.39MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/10. Introduction to Hierarchical Clustering.srt

4.75KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/11. Introduction to Dendrograms.mp4

41.77MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/11. Introduction to Dendrograms.srt

3.93KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/12. Implementing Hierarchical Clustering.mp4

52.37MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/12. Implementing Hierarchical Clustering.srt

3.63KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/13. Introduction to DBSCAN Clustering.mp4

75.56MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/13. Introduction to DBSCAN Clustering.srt

4.49KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/14. Implementing DBSCAN Clustering.mp4

47.84MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/14. Implementing DBSCAN Clustering.srt

3.58KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/2. Types of Clustering.mp4

65.27MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/2. Types of Clustering.srt

3.87KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/3. Applications of Clustering.mp4

56MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/3. Applications of Clustering.srt

3.29KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/4. Using the Elbow Method for Choosing the Best Value for K.mp4

67.03MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/4. Using the Elbow Method for Choosing the Best Value for K.srt

3.64KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/5. Introduction to K Means Clustering.mp4

49.3MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/5. Introduction to K Means Clustering.srt

3.77KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/6. Solving a Real World Problem.mp4

71.08MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/6. Solving a Real World Problem.srt

4.94KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/7. Implementing K Means on the Mall Dataset.mp4

71.63MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/7. Implementing K Means on the Mall Dataset.srt

6.23KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/8. Using Silhouette Score to analyze the clusters.mp4

96.27MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/8. Using Silhouette Score to analyze the clusters.srt

6.93KB

~Get Your Files Here !/1. Introduction to Clustering Analysis/9. Clustering Multiple Dimensions.mp4

50.04MB

~Get Your Files Here !/1. Introduction to Clustering Analysis/9. Clustering Multiple Dimensions.srt

278B

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/1. Why High Dimensional Datasets are a Problem.mp4

79.26MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/1. Why High Dimensional Datasets are a Problem.srt

4.32KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/10. Introduction the Boruta Algorithm.mp4

52.48MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/10. Introduction the Boruta Algorithm.srt

2.97KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/11. Implementing the Boruta Algorithm.mp4

43.23MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/11. Implementing the Boruta Algorithm.srt

4.48KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/12. Introduction to Principal Component Analysis.mp4

73.75MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/12. Introduction to Principal Component Analysis.srt

4.12KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/13. Implementing PCA.mp4

55.55MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/13. Implementing PCA.srt

4.32KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/14. Introduction to t-SNE.mp4

81.21MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/14. Introduction to t-SNE.srt

4.46KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/15. Implementing t-SNE.mp4

36.12MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/15. Implementing t-SNE.srt

2.34KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/16. Introduction to Linear Discriminant Analysis.mp4

48.76MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/16. Introduction to Linear Discriminant Analysis.srt

2.69KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/17. Implementing LDA.mp4

36.73MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/17. Implementing LDA.srt

2.69KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/18. Difference between PCA, t-SNE, and LDA.mp4

64.82MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/18. Difference between PCA, t-SNE, and LDA.srt

3.35KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/2. Methods to solve the problem of High Dimensionality.mp4

57.07MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/2. Methods to solve the problem of High Dimensionality.srt

3.33KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/3. Solving a Real World Problem.mp4

98.79MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/3. Solving a Real World Problem.srt

8.41KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/4. Introduction to Correlation using Heatmap.mp4

71.4MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/4. Introduction to Correlation using Heatmap.srt

5.39KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/5. Removing Highly Correlated Columns using Correlation.mp4

48.89MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/5. Removing Highly Correlated Columns using Correlation.srt

3.96KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/6. Introduction to Variance Inflation Filtering.mp4

48.66MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/6. Introduction to Variance Inflation Filtering.srt

2.34KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/7. Implementing VIF using statsmodel.mp4

47.86MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/7. Implementing VIF using statsmodel.srt

3.58KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/8. Introduction to Recursive Feature Selection.mp4

56.75MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/8. Introduction to Recursive Feature Selection.srt

3.13KB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/9. Implementing Recursive Feature Selection.mp4

50.92MB

~Get Your Files Here !/2. Introduction to Dimensionality Reduction/9. Implementing Recursive Feature Selection.srt

4.25KB

~Get Your Files Here !/3. Optimizing Crop Production/1. Setting up the Environment.mp4

46.44MB

~Get Your Files Here !/3. Optimizing Crop Production/1. Setting up the Environment.srt

3.15KB

~Get Your Files Here !/3. Optimizing Crop Production/10. Summarizing the Key-Points.mp4

40.53MB

~Get Your Files Here !/3. Optimizing Crop Production/10. Summarizing the Key-Points.srt

2.27KB

~Get Your Files Here !/3. Optimizing Crop Production/2. Understanding the Dataset.mp4

55.08MB

~Get Your Files Here !/3. Optimizing Crop Production/2. Understanding the Dataset.srt

3.18KB

~Get Your Files Here !/3. Optimizing Crop Production/3. Understanding the Problem Statement.mp4

35.44MB

~Get Your Files Here !/3. Optimizing Crop Production/3. Understanding the Problem Statement.srt

1.89KB

~Get Your Files Here !/3. Optimizing Crop Production/4. Performing Descriptive Statistics.mp4

73.45MB

~Get Your Files Here !/3. Optimizing Crop Production/4. Performing Descriptive Statistics.srt

6.29KB

~Get Your Files Here !/3. Optimizing Crop Production/5. Analyzing Agricultural Conditions.mp4

39.12MB

~Get Your Files Here !/3. Optimizing Crop Production/5. Analyzing Agricultural Conditions.srt

2.89KB

~Get Your Files Here !/3. Optimizing Crop Production/6. Clustering Similar Crops.mp4

63.64MB

~Get Your Files Here !/3. Optimizing Crop Production/6. Clustering Similar Crops.srt

4.12KB

~Get Your Files Here !/3. Optimizing Crop Production/7. Visualizing the Hidden Patterns.mp4

27.81MB

~Get Your Files Here !/3. Optimizing Crop Production/7. Visualizing the Hidden Patterns.srt

2.57KB

~Get Your Files Here !/3. Optimizing Crop Production/8. Building a Machine Learning Classification Model.mp4

40.37MB

~Get Your Files Here !/3. Optimizing Crop Production/8. Building a Machine Learning Classification Model.srt

3.2KB

~Get Your Files Here !/3. Optimizing Crop Production/9. Real Time Predictions.mp4

27.66MB

~Get Your Files Here !/3. Optimizing Crop Production/9. Real Time Predictions.srt

2.14KB

~Get Your Files Here !/3. Solving a Real World Problem.jpeg

192.47KB

~Get Your Files Here !/4. Customer Segmentation Engine/1. Understanding the Problem Statement.mp4

53.54MB

~Get Your Files Here !/4. Customer Segmentation Engine/1. Understanding the Problem Statement.srt

3.04KB

~Get Your Files Here !/4. Customer Segmentation Engine/2. Setting up the Environment.mp4

28.83MB

~Get Your Files Here !/4. Customer Segmentation Engine/2. Setting up the Environment.srt

2.06KB

~Get Your Files Here !/4. Customer Segmentation Engine/3. Data Analysis and Visualization.mp4

77.72MB

~Get Your Files Here !/4. Customer Segmentation Engine/3. Data Analysis and Visualization.srt

17.29KB

~Get Your Files Here !/4. Customer Segmentation Engine/4. KMeans Clustering Analysis.mp4

61.8MB

~Get Your Files Here !/4. Customer Segmentation Engine/4. KMeans Clustering Analysis.srt

9.08KB

~Get Your Files Here !/4. Customer Segmentation Engine/5. Applying Hierarchical Clustering.mp4

40.77MB

~Get Your Files Here !/4. Customer Segmentation Engine/5. Applying Hierarchical Clustering.srt

1.8KB

~Get Your Files Here !/4. Customer Segmentation Engine/6. Three Dimensional Clustering.mp4

36.74MB

~Get Your Files Here !/4. Customer Segmentation Engine/6. Three Dimensional Clustering.srt

1.84KB

~Get Your Files Here !/5. Outro Section/1. Conclusion.mp4

46.31MB

~Get Your Files Here !/5. Outro Section/1. Conclusion.srt

2.91KB

~Get Your Files Here !/Bonus Resources.txt

357B

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