Udemy - Machine Learning, incl. Deep Learning, with R [Desire Course]

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size7.3 GB
  • Uploaded ByCourseClub
  • Downloads99
  • Last checkedSep. 30th '19
  • Date uploadedSep. 29th '19
  • Seeders 0
  • Leechers28

Infohash : D5CE2FE57610935EB092BA56C6961A76BF1AB5C9

Machine Learning, incl. Deep Learning, with R

Statistical Machine Learning Techniques, and Deep Learning with Keras, and much more. (All R code included)

For More Courses Visit: https://desirecourse.net

Files:

[DesireCourse.Net] Udemy - Machine Learning, incl. Deep Learning, with R 1. Introduction
  • 1. Course Overview.mp4 (10.4 MB)
  • 1. Course Overview.vtt (3.1 KB)
  • 2. AI 101.mp4 (29.5 MB)
  • 2. AI 101.vtt (5.5 KB)
  • 3. Machine Learning 101.mp4 (31.1 MB)
  • 3. Machine Learning 101.vtt (7.7 KB)
  • 4. Models.mp4 (27.6 MB)
  • 4. Models.vtt (5.9 KB)
  • 5. Teaser Overview.mp4 (6.2 MB)
  • 5. Teaser Overview.vtt (0.6 KB)
  • 6. Teaser Lab.mp4 (126.5 MB)
  • 6. Teaser Lab.vtt (12.2 KB)
  • 6.1 PCA_Teaser.zip.zip (3.4 KB)
  • 6.2 PCA_Teaser_Final.html.html (4.9 MB)
10. Random Forests
  • 1. Random Forests 101.mp4 (10.8 MB)
  • 1. Random Forests 101.vtt (2.9 KB)
  • 2. Random Forests Interactive.mp4 (17.5 MB)
  • 2. Random Forests Interactive.vtt (3.4 KB)
  • 3. Random Forest Lab (Intro).mp4 (14.8 MB)
  • 3. Random Forest Lab (Intro).vtt (1.8 KB)
  • 4. Random Forest Lab (Coding 12).mp4 (109.9 MB)
  • 4. Random Forest Lab (Coding 12).vtt (10.4 KB)
  • 5. Random Forest Lab (Coding 22).mp4 (107.1 MB)
  • 5. Random Forest Lab (Coding 22).vtt (8.2 KB)
  • 6. Random Forest Exercise.mp4 (22.1 MB)
  • 6. Random Forest Exercise.vtt (2.3 KB)
11. Logistic Regression
  • 1. Logistic Regression 101.mp4 (27.6 MB)
  • 1. Logistic Regression 101.vtt (7.4 KB)
  • 2. Logistic Regression Lab (Intro).mp4 (8.8 MB)
  • 2. Logistic Regression Lab (Intro).vtt (0.9 KB)
  • 3. Logistic Regression Lab (Coding 12).mp4 (91.9 MB)
  • 3. Logistic Regression Lab (Coding 12).vtt (7.3 KB)
  • 4. Logistic Regression Lab (Coding 22).mp4 (63.1 MB)
  • 4. Logistic Regression Lab (Coding 22).vtt (5.8 KB)
  • 5. Logistic Regression Exercise.mp4 (10.7 MB)
  • 5. Logistic Regression Exercise.vtt (1.2 KB)
12. Support Vector Machines
  • 1. Support Vector Machines 101.mp4 (21.8 MB)
  • 1. Support Vector Machines 101.vtt (5.6 KB)
  • 2. Support Vector Machines Lab (Intro).mp4 (13.6 MB)
  • 2. Support Vector Machines Lab (Intro).vtt (1.5 KB)
  • 3. Support Vector Machines Lab (Coding 12).mp4 (78.8 MB)
  • 3. Support Vector Machines Lab (Coding 12).vtt (6.8 KB)
  • 4. Support Vector Machines Lab (Coding 22).mp4 (42.1 MB)
  • 4. Support Vector Machines Lab (Coding 22).vtt (4.1 KB)
  • 5. Support Vector Machines Exercise.mp4 (21.2 MB)
  • 5. Support Vector Machines Exercise.vtt (2.1 KB)
13. Ensemble Models
  • 1. Ensemble Models 101.mp4 (12.1 MB)
  • 1. Ensemble Models 101.vtt (3.7 KB)
  • 2. Classification Quiz.html (0.1 KB)
14. ----- Association Rules -----
  • 1. Association Rules 101.mp4 (20.9 MB)
  • 1. Association Rules 101.vtt (5.5 KB)
  • 2. How to get the code.mp4 (8.8 MB)
  • 2. How to get the code.vtt (1.5 KB)
15. Apriori
  • 1. Apriori 101.mp4 (29.9 MB)
  • 1. Apriori 101.vtt (7.4 KB)
  • 2. Apriori Lab (Intro).mp4 (18.1 MB)
  • 2. Apriori Lab (Intro).vtt (1.7 KB)
  • 3. Apriori Lab (Coding 12).mp4 (73.3 MB)
  • 3. Apriori Lab (Coding 12).vtt (6.1 KB)
  • 4. Apriori Lab (Coding 22).mp4 (113.4 MB)
  • 4. Apriori Lab (Coding 22).vtt (7.4 KB)
  • 5. Apriori Exercise.mp4 (17.2 MB)
  • 5. Apriori Exercise.vtt (2.1 KB)
  • 6. Apriori Solution.mp4 (100.1 MB)
  • 6. Apriori Solution.vtt (8.9 KB)
16. ----- Clustering -----
  • 1. Clustering Overview.mp4 (10.1 MB)
  • 1. Clustering Overview.vtt (2.9 KB)
  • 2. How to get the code.mp4 (8.8 MB)
  • 2. How to get the code.vtt (1.5 KB)
17. kmeans
  • 1. kmeans 101.mp4 (31.7 MB)
  • 1. kmeans 101.vtt (7.7 KB)
  • 2. kmeans Lab.mp4 (159.9 MB)
  • 2. kmeans Lab.vtt (12.4 KB)
  • 3. kmeans Exercise.mp4 (27.5 MB)
  • 3. kmeans Exercise.vtt (3.1 KB)
  • 4. kmeans Solution.mp4 (106.4 MB)
  • 4. kmeans Solution.vtt (0.1 KB)
18. Hierarchical Clustering
  • 1. Hierarchical Clustering 101.mp4 (32.4 MB)
  • 1. Hierarchical Clustering 101.vtt (8.1 KB)
  • 2. Hierarchical Clustering Interactive.mp4 (34.1 MB)
  • 2. Hierarchical Clustering Interactive.vtt (5.8 KB)
  • 3. Hierarchical Clustering Lab.mp4 (189.2 MB)
  • 3. Hierarchical Clustering Lab.vtt (14.4 KB)
19. Dbscan
  • 1. Dbscan 101.mp4 (31.3 MB)
  • 1. Dbscan 101.vtt (5.0 KB)
  • 2. Dbscan Lab.mp4 (111.4 MB)
  • 2. Dbscan Lab.vtt (12.7 KB)
  • 3. Clustering Quiz.html (0.1 KB)
2. R Refresher
  • 1. R and RStudio Installation.mp4 (102.3 MB)
  • 1. R and RStudio Installation.vtt (8.5 KB)
  • 2. How to get the code.mp4 (8.8 MB)
  • 2. How to get the code.vtt (1.6 KB)
  • 3. Rmarkdown Lab.mp4 (65.8 MB)
  • 3. Rmarkdown Lab.vtt (8.2 KB)
  • 4. Piping 101.mp4 (9.4 MB)
  • 4. Piping 101.vtt (2.9 KB)
  • 5. Data Manipulation Lab.mp4 (104.6 MB)
  • 5. Data Manipulation Lab.vtt (9.1 KB)
  • 6. Data Reshaping 101.mp4 (18.8 MB)
  • 6. Data Reshaping 101.vtt (3.5 KB)
  • 7. Data Reshaping Lab.mp4 (103.1 MB)
  • 7. Data Reshaping Lab.vtt (10.3 KB)
  • 8. Packages Preparation Lab.mp4 (12.3 MB)
  • 8. Packages Preparation Lab.vtt (1.6 KB)
20. ----- Dimensionality Reduction -----
  • 1. Dimensionality Reduction Overview.html (0.2 KB)
21. Principal Component Analysis (PCA)

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