VIDEO TUTORIAL DATA SCIENCE AND MACHINE LEARNING BOOTCAMP WITH R - DVD

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VIDEO TUTORIAL DATA SCIENCE AND MACHINE LEARNING BOOTCAMP WITH R

di dalam keping DVD berisi:
1. Video Tutorial kualitas HD(Berbahasa inggris)
2. Subtitle
3. File pendukung lainnya

daftar modul (LIHAT SLIDE)
1. Course Introduction
2. Course Best Practices
3. Windows Installation Set-Up
4. Mac OS Installation Set-Up
5. Linux Installation
6. Development Environment Overview
7. Introduction to R Basics
8. R Matrices
9. R Data Frames
10. R Lists
11. Data Input and Output with R
12. R Programming Basics
13. Advanced R Programming
14. Data Manipulation with R
15. Data Visualization with R
16. Data Visualization Project
17. Interactive Visualizations with Plotly
18. Capstone Data Project
19. Introduction to Machine Learning with R
20. Machine Learning with R - Linear Regression
21. Machine Learning Project - Linear Regression
22. Machine Learning with R - Logistic Regression
23. Machine Learning Project - Logistic Regression
24. Machine Learning with R - K Nearest Neighbors
25. Machine Learning Project - K Nearest Neighbors
26. Machine Learning with R - Decision Trees and Random Forests
27. Machine Learning Project - Decision Trees and Random Forests
28. Machine Learning with R - Support Vector Machines
29. Machine Learning Project - Support Vector Machines
30. Machine Learning with R - K-means Clustering
31. Machine Learning Project - K-means Clustering
32. Machine Learning with R - Natural Language Processing
33. Machine Learning with R - Neural Nets
34. Machine Learning Project - Neural Nets