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[FreeCourseSite.com] Udemy - Data Science and Machine Learning Bootcamp with R
magnet:?xt=urn:btih:891df927a6797b86eccdf1dabd4735dc1966a385&dn=[FreeCourseSite.com] Udemy - Data Science and Machine Learning Bootcamp with R
磁力链接详情
Hash值:
891df927a6797b86eccdf1dabd4735dc1966a385
点击数:
132
文件大小:
2.77 GB
文件数量:
119
创建日期:
2021-7-14 07:52
最后访问:
2024-7-24 03:28
访问标签:
FreeCourseSite
com
Udemy
-
Data
Science
and
Machine
Learning
Bootcamp
with
R
文件列表详情
1. Course Introduction/1. Introduction to Course.mp4 17.36 MB
1. Course Introduction/2. Course Curriculum.mp4 6.72 MB
1. Course Introduction/3. What is Data Science.mp4 7.8 MB
10. R Lists/1. List Basics.mp4 21.9 MB
11. Data Input and Output with R/1. Introduction to Data Input and Output with R.mp4 1 MB
11. Data Input and Output with R/2. CSV Files with R.mp4 14.06 MB
11. Data Input and Output with R/4. Excel Files with R.mp4 27.7 MB
11. Data Input and Output with R/5. SQL with R.mp4 33.44 MB
11. Data Input and Output with R/6. Web Scraping with R.mp4 22.79 MB
12. R Programming Basics/1. Introduction to Programming Basics.mp4 1.88 MB
12. R Programming Basics/10. Functions Training Exercise - Solutions.mp4 43.39 MB
12. R Programming Basics/2. Logical Operators.mp4 16.19 MB
12. R Programming Basics/3. if, else, and else if Statements.mp4 29.16 MB
12. R Programming Basics/4. Conditional Statements Training Exercise.mp4 4.35 MB
12. R Programming Basics/5. Conditional Statements Training Exercise - Solutions Walkthrough.mp4 24.2 MB
12. R Programming Basics/6. While Loops.mp4 13.55 MB
12. R Programming Basics/7. For Loops.mp4 26.55 MB
12. R Programming Basics/8. Functions.mp4 40.63 MB
12. R Programming Basics/9. Functions Training Exercise.mp4 8.57 MB
13. Advanced R Programming/1. Introduction to Advanced R Programming.mp4 1.79 MB
13. Advanced R Programming/2. Built-in R Features.mp4 20.4 MB
13. Advanced R Programming/3. Apply.mp4 31.4 MB
13. Advanced R Programming/4. Math Functions with R.mp4 12.96 MB
13. Advanced R Programming/5. Regular Expressions.mp4 11.03 MB
13. Advanced R Programming/6. Dates and Timestamps.mp4 27.85 MB
14. Data Manipulation with R/1. Data Manipulation Overview.mp4 1.25 MB
14. Data Manipulation with R/2. Guide to Using Dplyr.mp4 29.44 MB
14. Data Manipulation with R/3. Guide to Using Dplyr - Part 2.mp4 24.15 MB
14. Data Manipulation with R/4. Pipe Operator.mp4 16.63 MB
14. Data Manipulation with R/6. Dplyr Training Exercise.mp4 3.1 MB
14. Data Manipulation with R/7. Dplyr Training Exercise - Solutions Walkthrough.mp4 15.64 MB
14. Data Manipulation with R/8. Guide to Using Tidyr.mp4 57.73 MB
15. Data Visualization with R/1. Overview of ggplot2.mp4 13.33 MB
15. Data Visualization with R/10. ggplot2 Exercise Solutions.mp4 30.53 MB
15. Data Visualization with R/2. Histograms.mp4 56.96 MB
15. Data Visualization with R/3. Scatterplots.mp4 45.19 MB
15. Data Visualization with R/4. Barplots.mp4 19.97 MB
15. Data Visualization with R/5. Boxplots.mp4 16.69 MB
15. Data Visualization with R/6. 2 Variable Plotting.mp4 24.74 MB
15. Data Visualization with R/7. Coordinates and Faceting.mp4 28.05 MB
15. Data Visualization with R/8. Themes.mp4 13.36 MB
15. Data Visualization with R/9. ggplot2 Exercises.mp4 8.32 MB
16. Data Visualization Project/1. Data Visualization Project.mp4 15.24 MB
16. Data Visualization Project/2. Data Visualization Project - Solutions Walkthrough - Part 1.mp4 42.02 MB
16. Data Visualization Project/3. Data Visualization Project Solutions Walkthrough - Part 2.mp4 41.47 MB
17. Interactive Visualizations with Plotly/1. Overview of Plotly and Interactive Visualizations.mp4 42.52 MB
18. Capstone Data Project/1. Introduction to Capstone Project.mp4 45.51 MB
18. Capstone Data Project/2. Capstone Project Solutions Walkthrough.mp4 63.29 MB
19. Introduction to Machine Learning with R/2. Introduction to Machine Learning.mp4 59.75 MB
20. Machine Learning with R - Linear Regression/1. Introduction to Linear Regression.mp4 11.56 MB
20. Machine Learning with R - Linear Regression/2. Linear Regression with R - Part 1.mp4 55.61 MB
20. Machine Learning with R - Linear Regression/3. Linear Regression with R - Part 2.mp4 53.99 MB
20. Machine Learning with R - Linear Regression/4. Linear Regression with R - Part 3.mp4 26.3 MB
21. Machine Learning Project - Linear Regression/1. Introduction to Linear Regression Project.mp4 46.51 MB
21. Machine Learning Project - Linear Regression/2. ML - Linear Regression Project - Solutions Part 1.mp4 59.54 MB
21. Machine Learning Project - Linear Regression/3. ML - Linear Regression Project - Solutions Part 2.mp4 32.73 MB
22. Machine Learning with R - Logistic Regression/1. Introduction to Logistic Regression.mp4 21.91 MB
22. Machine Learning with R - Logistic Regression/2. Logistic Regression with R - Part 1.mp4 46.34 MB
22. Machine Learning with R - Logistic Regression/3. Logistic Regression with R - Part 2.mp4 47.57 MB
23. Machine Learning Project - Logistic Regression/1. Introduction to Logistic Regression Project.mp4 13.38 MB
23. Machine Learning Project - Logistic Regression/2. Logistic Regression Project Solutions - Part 1.mp4 56.28 MB
23. Machine Learning Project - Logistic Regression/3. Logistic Regression Project Solutions - Part 2.mp4 38.64 MB
23. Machine Learning Project - Logistic Regression/4. Logistic Regression Project - Solutions Part 3.mp4 37.63 MB
24. Machine Learning with R - K Nearest Neighbors/1. Introduction to K Nearest Neighbors.mp4 9.27 MB
24. Machine Learning with R - K Nearest Neighbors/2. K Nearest Neighbors with R.mp4 46.74 MB
25. Machine Learning Project - K Nearest Neighbors/1. Introduction K Nearest Neighbors Project.mp4 14.69 MB
25. Machine Learning Project - K Nearest Neighbors/2. K Nearest Neighbors Project Solutions.mp4 30.42 MB
26. Machine Learning with R - Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4 12.48 MB
26. Machine Learning with R - Decision Trees and Random Forests/2. Decision Trees and Random Forests with R.mp4 34.4 MB
27. Machine Learning Project - Decision Trees and Random Forests/1. Introduction to Decision Trees and Random Forests Project.mp4 10.16 MB
27. Machine Learning Project - Decision Trees and Random Forests/2. Tree Methods Project Solutions - Part 1.mp4 38.86 MB
27. Machine Learning Project - Decision Trees and Random Forests/3. Tree Methods Project Solutions - Part 2.mp4 10.49 MB
28. Machine Learning with R - Support Vector Machines/1. Introduction to Support Vector Machines.mp4 8.97 MB
28. Machine Learning with R - Support Vector Machines/2. Support Vector Machines with R.mp4 39.57 MB
29. Machine Learning Project - Support Vector Machines/1. Introduction to SVM Project.mp4 11.5 MB
29. Machine Learning Project - Support Vector Machines/2. Support Vector Machines Project - Solutions Part 1.mp4 28.49 MB
29. Machine Learning Project - Support Vector Machines/3. Support Vector Machines Project - Solutions Part 2.mp4 24.31 MB
3. Windows Installation Set-Up/1. Windows Installation Procedure.mp4 24.52 MB
30. Machine Learning with R - K-means Clustering/1. Introduction to K-Means Clustering.mp4 9.58 MB
30. Machine Learning with R - K-means Clustering/2. K Means Clustering with R.mp4 22.53 MB
31. Machine Learning Project - K-means Clustering/1. Introduction to K Means Clustering Project.mp4 8.81 MB
31. Machine Learning Project - K-means Clustering/2. K Means Clustering Project - Solutions Walkthrough.mp4 38.21 MB
32. Machine Learning with R - Natural Language Processing/1. Introduction to Natural Language Processing.mp4 8.3 MB
32. Machine Learning with R - Natural Language Processing/2. Natural Language Processing with R - Part 1.mp4 12.62 MB
32. Machine Learning with R - Natural Language Processing/3. Natural Language Processing with R - Part 2.mp4 42.85 MB
33. Machine Learning with R - Neural Nets/1. Introduction to Neural Nets.mp4 12.65 MB
33. Machine Learning with R - Neural Nets/2. Neural Nets with R.mp4 54.77 MB
34. Machine Learning Project - Neural Nets/1. Introduction to Neural Nets Project.mp4 11.09 MB
34. Machine Learning Project - Neural Nets/2. Neural Nets Project - Solutions.mp4 25.52 MB
4. Mac OS Installation Set-Up/1. Mac OS Installation Procedure.mp4 71.47 MB
6. Development Environment Overview/1. Development Environment Overview.mp4 1.11 MB
6. Development Environment Overview/2. Course Notes.mp4 31.06 MB
6. Development Environment Overview/3. Guide to RStudio.mp4 35.06 MB
7. Introduction to R Basics/1. Introduction to R Basics.mp4 6.44 MB
7. Introduction to R Basics/10. R Basics Training Exercise.mp4 6.53 MB
7. Introduction to R Basics/11. R Basics Training Exercise - Solutions Walkthrough.mp4 14.75 MB
7. Introduction to R Basics/2. Arithmetic in R.mp4 8.49 MB
7. Introduction to R Basics/3. Variables.mp4 9.9 MB
7. Introduction to R Basics/4. R Basic Data Types.mp4 9.93 MB
7. Introduction to R Basics/5. Vector Basics.mp4 15.26 MB
7. Introduction to R Basics/6. Vector Operations.mp4 8.44 MB
7. Introduction to R Basics/7. Comparison Operators.mp4 11.85 MB
7. Introduction to R Basics/8. Vector Indexing and Slicing.mp4 17.9 MB
7. Introduction to R Basics/9. Getting Help with R and RStudio.mp4 6.81 MB
8. R Matrices/1. Introduction to R Matrices.mp4 1.61 MB
8. R Matrices/2. Creating a Matrix.mp4 21.25 MB
8. R Matrices/3. Matrix Arithmetic.mp4 8.85 MB
8. R Matrices/4. Matrix Operations.mp4 12.84 MB
8. R Matrices/5. Matrix Selection and Indexing.mp4 13.31 MB
8. R Matrices/6. Factor and Categorical Matrices.mp4 17 MB
8. R Matrices/7. Matrix Training Exercise.mp4 3.84 MB
8. R Matrices/8. Matrix Training Exercises - Solutions Walkthrough.mp4 28.1 MB
9. R Data Frames/1. Introduction to R Data Frames.mp4 1.49 MB
9. R Data Frames/2. Data Frame Basics.mp4 21.46 MB
9. R Data Frames/3. Data Frame Indexing and Selection.mp4 19.02 MB
9. R Data Frames/4. Overview of Data Frame Operations - Part 1.mp4 34.59 MB
9. R Data Frames/5. Overview of Data Frame Operations - Part 2.mp4 38.92 MB
9. R Data Frames/6. Data Frame Training Exercise.mp4 4.99 MB
9. R Data Frames/7. Data Frame Training Exercises - Solutions Walkthrough.mp4 34.06 MB
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