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

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2024-02-16

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DevCourseWeb com Udemy Unlocking the Secrets of Data Unsupervised Learning with

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File Name

Size

Get Bonus Downloads Here.url

182B

~Get Your Files Here !/1. Introduction/1. Introduction.mp4

37.51MB

~Get Your Files Here !/1. Introduction/2. Instructor Welcome.mp4

64.83MB

~Get Your Files Here !/1. Introduction/3. Prerequisites.html

2.64KB

~Get Your Files Here !/1. Introduction/3.1 CRAN Task Views -- a listing R packages organized into categories or tasks.html

98B

~Get Your Files Here !/1. Introduction/3.2 Installing Packages in R.html

109B

~Get Your Files Here !/1. Introduction/3.3 R Language.html

89B

~Get Your Files Here !/1. Introduction/3.4 R Studio IDE.html

103B

~Get Your Files Here !/1. Introduction/4. Why use R and R Studio for this.html

2.97KB

~Get Your Files Here !/1. Introduction/5. Getting Data Sets.mp4

50.76MB

~Get Your Files Here !/1. Introduction/5.1 Data from the FiveThirtyEight website.html

100B

~Get Your Files Here !/1. Introduction/5.2 Data.Gov.html

78B

~Get Your Files Here !/1. Introduction/5.3 Human Resources Data Set.html

126B

~Get Your Files Here !/1. Introduction/5.4 Kaggle.html

82B

~Get Your Files Here !/2. Unsupervised Learning Clustering/1. Introduction to Clustering.mp4

117.82MB

~Get Your Files Here !/2. Unsupervised Learning Clustering/2. Example of using College Scorecard Data - from Industry.mp4

94.29MB

~Get Your Files Here !/2. Unsupervised Learning Clustering/3. Getting and Loading the College Scorecard Data.mp4

166.18MB

~Get Your Files Here !/2. Unsupervised Learning Clustering/4. Scaling The Data - Required for Clustering Analyses.mp4

161.79MB

~Get Your Files Here !/2. Unsupervised Learning Clustering/5. Using Hierarchical Clustering in R.mp4

276.43MB

~Get Your Files Here !/2. Unsupervised Learning Clustering/6. Running a kMeans Clustering Analysis in R.mp4

111.32MB

~Get Your Files Here !/2. Unsupervised Learning Clustering/7. Cluster Validity.mp4

129.76MB

~Get Your Files Here !/2. Unsupervised Learning Clustering/8. Creating Your Own Clustering Analysis.html

173B

~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/1. Introduction to Dimensionality Reduction.mp4

78.47MB

~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/2. Feature Removal of Highly Correlated Features.mp4

70.44MB

~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/3. PCA in R - Part 1.mp4

99.01MB

~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/4. PCA in R - Part 2.mp4

77.09MB

~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/5. Dimensionality Quiz.html

169B

~Get Your Files Here !/3. Unsupervised Learning Dimensionality Reduction/6. Apply PCA to a New Dataset.html

173B

~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

~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

~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/3. Measuring Results of Association Rules.mp4

52.25MB

~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

~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/5. Frequent Itemsets.mp4

70.77MB

~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/6. Association Rules.mp4

45.86MB

~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/7. Sorting Itemsets and Rules.mp4

47.99MB

~Get Your Files Here !/4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)/8. Frequent Itemset Mining and Association Rules.html

169B

~Get Your Files Here !/Bonus Resources.txt

386B

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