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[ FreeCourseWeb.com ] Udemy - Unsupervised Machine Learning with 2 Capstone ML Projects
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2021-8-9 19:23
2024-9-5 08:08
242
2.67 GB
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FreeCourseWeb
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Udemy
-
Unsupervised
Machine
Learning
with
2
Capstone
ML
Projects
文件列表
~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/10. Introduction to Hierarchical Clustering.mp4
88.39MB
~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/12. Implementing Hierarchical Clustering.mp4
52.37MB
~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/14. Implementing DBSCAN Clustering.mp4
47.84MB
~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/3. Applications of Clustering.mp4
56MB
~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/5. Introduction to K Means Clustering.mp4
49.3MB
~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/7. Implementing K Means on the Mall Dataset.mp4
71.63MB
~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/9. Clustering Multiple Dimensions.mp4
50.04MB
~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/10. Introduction the Boruta Algorithm.mp4
52.48MB
~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/12. Introduction to Principal Component Analysis.mp4
73.75MB
~Get Your Files Here !/2. Introduction to Dimensionality Reduction/13. Implementing PCA.mp4
55.55MB
~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/15. Implementing t-SNE.mp4
36.12MB
~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/17. Implementing LDA.mp4
36.73MB
~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/2. Methods to solve the problem of High Dimensionality.mp4
57.07MB
~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/4. Introduction to Correlation using Heatmap.mp4
71.4MB
~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/6. Introduction to Variance Inflation Filtering.mp4
48.66MB
~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/8. Introduction to Recursive Feature Selection.mp4
56.75MB
~Get Your Files Here !/2. Introduction to Dimensionality Reduction/9. Implementing Recursive Feature Selection.mp4
50.92MB
~Get Your Files Here !/3. Optimizing Crop Production/1. Setting up the Environment.mp4
46.44MB
~Get Your Files Here !/3. Optimizing Crop Production/10. Summarizing the Key-Points.mp4
40.53MB
~Get Your Files Here !/3. Optimizing Crop Production/2. Understanding the Dataset.mp4
55.08MB
~Get Your Files Here !/3. Optimizing Crop Production/3. Understanding the Problem Statement.mp4
35.44MB
~Get Your Files Here !/3. Optimizing Crop Production/4. Performing Descriptive Statistics.mp4
73.45MB
~Get Your Files Here !/3. Optimizing Crop Production/5. Analyzing Agricultural Conditions.mp4
39.12MB
~Get Your Files Here !/3. Optimizing Crop Production/6. Clustering Similar Crops.mp4
63.64MB
~Get Your Files Here !/3. Optimizing Crop Production/7. Visualizing the Hidden Patterns.mp4
27.81MB
~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/9. Real Time Predictions.mp4
27.66MB
~Get Your Files Here !/4. Customer Segmentation Engine/1. Understanding the Problem Statement.mp4
53.54MB
~Get Your Files Here !/4. Customer Segmentation Engine/2. Setting up the Environment.mp4
28.83MB
~Get Your Files Here !/4. Customer Segmentation Engine/3. Data Analysis and Visualization.mp4
77.72MB
~Get Your Files Here !/4. Customer Segmentation Engine/4. KMeans Clustering Analysis.mp4
61.8MB
~Get Your Files Here !/4. Customer Segmentation Engine/5. Applying Hierarchical Clustering.mp4
40.77MB
~Get Your Files Here !/4. Customer Segmentation Engine/6. Three Dimensional Clustering.mp4
36.74MB
~Get Your Files Here !/5. Outro Section/1. Conclusion.mp4
46.31MB
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