[ DevCourseWeb.com ] Udemy - Unlocking the Secrets of Data - Unsupervised Learning with R

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Files
  1. Get Bonus Downloads Here.url 182B
  2. ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 37.51MB
  3. ~Get Your Files Here !/1. Introduction/2. Instructor Welcome.mp4 64.83MB
  4. ~Get Your Files Here !/1. Introduction/3. Prerequisites.html 2.64KB
  5. ~Get Your Files Here !/1. Introduction/3.1 CRAN Task Views -- a listing R packages organized into categories or tasks.html 98B
  6. ~Get Your Files Here !/1. Introduction/3.2 Installing Packages in R.html 109B
  7. ~Get Your Files Here !/1. Introduction/3.3 R Language.html 89B
  8. ~Get Your Files Here !/1. Introduction/3.4 R Studio IDE.html 103B
  9. ~Get Your Files Here !/1. Introduction/4. Why use R and R Studio for this.html 2.97KB
  10. ~Get Your Files Here !/1. Introduction/5. Getting Data Sets.mp4 50.76MB
  11. ~Get Your Files Here !/1. Introduction/5.1 Data from the FiveThirtyEight website.html 100B
  12. ~Get Your Files Here !/1. Introduction/5.2 Data.Gov.html 78B
  13. ~Get Your Files Here !/1. Introduction/5.3 Human Resources Data Set.html 126B
  14. ~Get Your Files Here !/1. Introduction/5.4 Kaggle.html 82B
  15. ~Get Your Files Here !/2. Unsupervised Learning Clustering/1. Introduction to Clustering.mp4 117.82MB
  16. ~Get Your Files Here !/2. Unsupervised Learning Clustering/2. Example of using College Scorecard Data - from Industry.mp4 94.29MB
  17. ~Get Your Files Here !/2. Unsupervised Learning Clustering/3. Getting and Loading the College Scorecard Data.mp4 166.18MB
  18. ~Get Your Files Here !/2. Unsupervised Learning Clustering/4. Scaling The Data - Required for Clustering Analyses.mp4 161.79MB
  19. ~Get Your Files Here !/2. Unsupervised Learning Clustering/5. Using Hierarchical Clustering in R.mp4 276.43MB
  20. ~Get Your Files Here !/2. Unsupervised Learning Clustering/6. Running a kMeans Clustering Analysis in R.mp4 111.32MB
  21. ~Get Your Files Here !/2. Unsupervised Learning Clustering/7. Cluster Validity.mp4 129.76MB
  22. ~Get Your Files Here !/2. Unsupervised Learning Clustering/8. Creating Your Own Clustering Analysis.html 173B
  23. ~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/1. Introduction to Dimensionality Reduction.mp4 78.47MB
  24. ~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/2. Feature Removal of Highly Correlated Features.mp4 70.44MB
  25. ~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/3. PCA in R - Part 1.mp4 99.01MB
  26. ~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/4. PCA in R - Part 2.mp4 77.09MB
  27. ~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/5. Dimensionality Quiz.html 169B
  28. ~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/6. Apply PCA to a New Dataset.html 173B
  29. ~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/1. Introduction to Frequent Itemset Mining and Association Rule Mining - Part 1.mp4 44.21MB
  30. ~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/2. Introduction to Frequent Itemset Mining and Association Rule Mining - Part 2.mp4 50.76MB
  31. ~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/3. Measuring Results of Association Rules.mp4 52.25MB
  32. ~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/4. Cleaning and Preparing Data for Frequent Itemset Mining and Association Rules.mp4 85.12MB
  33. ~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/5. Frequent Itemsets.mp4 70.77MB
  34. ~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/6. Association Rules.mp4 45.86MB
  35. ~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/7. Sorting Itemsets and Rules.mp4 47.99MB
  36. ~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/8. Frequent Itemset Mining and Association Rules.html 169B
  37. ~Get Your Files Here !/Bonus Resources.txt 386B