Name [FreeCourseSite.com] Udemy - Data Science and Machine Learning Bootcamp with R

File Type video

Size 2.39GB

UpdateDate 2024-10-3

hash *****9E9F32FDF5D6F604E64ED1152C650D9D46

Hot 57

Files 1. Course Introduction/1. Introduction to Course.mp4 | 12.43MB 1. Course Introduction/1. Introduction to Course.vtt | 3.57KB 1. Course Introduction/2. Course Curriculum.mp4 | 5.71MB 1. Course Introduction/2. Course Curriculum.vtt | 3.06KB 1. Course Introduction/3. What is Data Science.mp4 | 7.01MB 1. Course Introduction/3. What is Data Science.vtt | 5.23KB 1. Course Introduction/4. Course FAQ.html | 1.30KB 1. Course Introduction/4.1 R-Course-HTML-Notes.zip.zip | 45.60MB 10. R Lists/1. List Basics.mp4 | 19.58MB 10. R Lists/1. List Basics.vtt | 11.47KB 11. Data Input and Output with R/1. Introduction to Data Input and Output with R.mp4 | 869.69KB 11. Data Input and Output with R/1. Introduction to Data Input and Output with R.vtt | 462B 11. Data Input and Output with R/2. CSV Files with R.mp4 | 12.20MB 11. Data Input and Output with R/2. CSV Files with R.vtt | 8.29KB 11. Data Input and Output with R/3. Excel Files with R.mp4 | 24.17MB 11. Data Input and Output with R/3. Excel Files with R.vtt | 15.71KB 11. Data Input and Output with R/4. SQL with R.mp4 | 25.48MB 11. Data Input and Output with R/4. SQL with R.vtt | 14.41KB 11. Data Input and Output with R/5. Web Scraping with R.mp4 | 17.40MB 11. Data Input and Output with R/5. Web Scraping with R.vtt | 9.36KB 12. R Programming Basics/1. Introduction to Programming Basics.mp4 | 1.72MB 12. R Programming Basics/1. Introduction to Programming Basics.vtt | 1.42KB 12. R Programming Basics/10. Functions Training Exercise - Solutions.mp4 | 36.76MB 12. R Programming Basics/10. Functions Training Exercise - Solutions.vtt | 25.38KB 12. R Programming Basics/2. Logical Operators.mp4 | 14.52MB 12. R Programming Basics/2. Logical Operators.vtt | 10.09KB 12. R Programming Basics/3. if, else, and else if Statements.mp4 | 25.93MB 12. R Programming Basics/3. if, else, and else if Statements.vtt | 17.69KB 12. R Programming Basics/4. Conditional Statements Training Exercise.mp4 | 3.47MB 12. R Programming Basics/4. Conditional Statements Training Exercise.vtt | 2.28KB 12. R Programming Basics/5. Conditional Statements Training Exercise - Solutions Walkthrough.mp4 | 21.08MB 12. R Programming Basics/5. Conditional Statements Training Exercise - Solutions Walkthrough.vtt | 15.43KB 12. R Programming Basics/6. While Loops.mp4 | 12.00MB 12. R Programming Basics/6. While Loops.vtt | 9.23KB 12. R Programming Basics/7. For Loops.mp4 | 23.11MB 12. R Programming Basics/7. For Loops.vtt | 16.02KB 12. R Programming Basics/8. Functions.mp4 | 35.11MB 12. R Programming Basics/8. Functions.vtt | 23.29KB 12. R Programming Basics/9. Functions Training Exercise.mp4 | 6.69MB 12. R Programming Basics/9. Functions Training Exercise.vtt | 3.49KB 13. Advanced R Programming/1. Introduction to Advanced R Programming.mp4 | 1.61MB 13. Advanced R Programming/1. Introduction to Advanced R Programming.vtt | 1.39KB 13. Advanced R Programming/2. Built-in R Features.mp4 | 18.03MB 13. Advanced R Programming/2. Built-in R Features.vtt | 11.19KB 13. Advanced R Programming/3. Apply.mp4 | 28.07MB 13. Advanced R Programming/3. Apply.vtt | 17.93KB 13. Advanced R Programming/4. Math Functions with R.mp4 | 9.25MB 13. Advanced R Programming/4. Math Functions with R.vtt | 4.43KB 13. Advanced R Programming/5. Regular Expressions.mp4 | 9.72MB 13. Advanced R Programming/5. Regular Expressions.vtt | 6.16KB 13. Advanced R Programming/6. Dates and Timestamps.mp4 | 24.02MB 13. Advanced R Programming/6. Dates and Timestamps.vtt | 14.81KB 14. Data Manipulation with R/1. Data Manipulation Overview.mp4 | 1.17MB 14. Data Manipulation with R/1. Data Manipulation Overview.vtt | 945B 14. Data Manipulation with R/2. Guide to Using Dplyr.mp4 | 25.14MB 14. Data Manipulation with R/2. Guide to Using Dplyr.vtt | 15.92KB 14. Data Manipulation with R/3. Guide to Using Dplyr - Part 2.mp4 | 20.53MB 14. Data Manipulation with R/3. Guide to Using Dplyr - Part 2.vtt | 12.67KB 14. Data Manipulation with R/4. Pipe Operator.mp4 | 13.77MB 14. Data Manipulation with R/4. Pipe Operator.vtt | 8.39KB 14. Data Manipulation with R/5. Quick note on Dpylr exercise.html | 309B 14. Data Manipulation with R/6. Dplyr Training Exercise.mp4 | 2.69MB 14. Data Manipulation with R/6. Dplyr Training Exercise.vtt | 1.79KB 14. Data Manipulation with R/7. Dplyr Training Exercise - Solutions Walkthrough.mp4 | 13.79MB 14. Data Manipulation with R/7. Dplyr Training Exercise - Solutions Walkthrough.vtt | 13.81MB 14. Data Manipulation with R/8. Guide to Using Tidyr.mp4 | 47.11MB 14. Data Manipulation with R/8. Guide to Using Tidyr.vtt | 24.88KB 15. Data Visualization with R/1. Overview of ggplot2.mp4 | 11.99MB 15. Data Visualization with R/1. Overview of ggplot2.vtt | 9.19KB 15. Data Visualization with R/10. ggplot2 Exercise Solutions.mp4 | 26.03MB 15. Data Visualization with R/10. ggplot2 Exercise Solutions.vtt | 17.12KB 15. Data Visualization with R/2. Histograms.mp4 | 45.61MB 15. Data Visualization with R/2. Histograms.vtt | 24.81KB 15. Data Visualization with R/3. Scatterplots.mp4 | 37.54MB 15. Data Visualization with R/3. Scatterplots.vtt | 21.26KB 15. Data Visualization with R/4. Barplots.mp4 | 16.79MB 15. Data Visualization with R/4. Barplots.vtt | 10.32KB 15. Data Visualization with R/5. Boxplots.mp4 | 14.09MB 15. Data Visualization with R/5. Boxplots.vtt | 9.63KB 15. Data Visualization with R/6. 2 Variable Plotting.mp4 | 20.42MB 15. Data Visualization with R/6. 2 Variable Plotting.vtt | 9.29KB 15. Data Visualization with R/7. Coordinates and Faceting.mp4 | 24.08MB 15. Data Visualization with R/7. Coordinates and Faceting.vtt | 12.54KB 15. Data Visualization with R/8. Themes.mp4 | 11.24MB 15. Data Visualization with R/8. Themes.vtt | 6.88KB 15. Data Visualization with R/9. ggplot2 Exercises.mp4 | 6.70MB 15. Data Visualization with R/9. ggplot2 Exercises.vtt | 4.07KB 16. Data Visualization Project/1. Data Visualization Project.mp4 | 11.61MB 16. Data Visualization Project/1. Data Visualization Project.vtt | 4.22KB 16. Data Visualization Project/2. Data Visualization Project - Solutions Walkthrough - Part 1.mp4 | 32.61MB 16. Data Visualization Project/2. Data Visualization Project - Solutions Walkthrough - Part 1.vtt | 14.79KB 16. Data Visualization Project/3. Data Visualization Project Solutions Walkthrough - Part 2.mp4 | 32.13MB 16. Data Visualization Project/3. Data Visualization Project Solutions Walkthrough - Part 2.vtt | 14.62KB 17. Interactive Visualizations with Plotly/1. Overview of Plotly and Interactive Visualizations.mp4 | 33.53MB 17. Interactive Visualizations with Plotly/1. Overview of Plotly and Interactive Visualizations.vtt | 11.79KB 17. Interactive Visualizations with Plotly/2. Resources for Plotly and ggplot2.html | 962B 18. Capstone Data Project/1. Introduction to Capstone Project.mp4 | 34.96MB 18. Capstone Data Project/1. Introduction to Capstone Project.vtt | 11.49KB 18. Capstone Data Project/2. Capstone Project Solutions Walkthrough.mp4 | 54.46MB 18. Capstone Data Project/2. Capstone Project Solutions Walkthrough.vtt | 26.24KB 19. Introduction to Machine Learning with R/1. ISLR PDF.html | 393B 19. Introduction to Machine Learning with R/2. Introduction to Machine Learning.mp4 | 48.51MB 19. Introduction to Machine Learning with R/2. Introduction to Machine Learning.vtt | 24.30KB 19. Introduction to Machine Learning with R/2.1 Machine Learning Slides.zip.zip | 2.87MB 2. Course Best Practices/1. How to Get Help in the Course!.html | 2.00KB 2. Course Best Practices/2. Welcome to the Course..html | 155B 2. Course Best Practices/3. Installation and Set-Up.html | 335B 20. Machine Learning with R - Linear Regression/1. Introduction to Linear Regression.mp4 | 10.18MB 20. Machine Learning with R - Linear Regression/1. Introduction to Linear Regression.vtt | 7.30KB 20. Machine Learning with R - Linear Regression/2. Linear Regression with R - Part 1.mp4 | 46.95MB 20. Machine Learning with R - Linear Regression/2. Linear Regression with R - Part 1.vtt | 25.15KB 20. Machine Learning with R - Linear Regression/3. Linear Regression with R - Part 2.mp4 | 45.94MB 20. Machine Learning with R - Linear Regression/3. Linear Regression with R - Part 2.vtt | 26.78KB 20. Machine Learning with R - Linear Regression/4. Linear Regression with R - Part 3.mp4 | 22.79MB 20. Machine Learning with R - Linear Regression/4. Linear Regression with R - Part 3.vtt | 13.98KB 21. Machine Learning Project - Linear Regression/1. Introduction to Linear Regression Project.mp4 | 33.67MB 21. Machine Learning Project - Linear Regression/1. Introduction to Linear Regression Project.vtt | 12.57KB 21. Machine Learning Project - Linear Regression/2. ML - Linear Regression Project - Solutions Part 1.mp4 | 47.76MB 21. Machine Learning Project - Linear Regression/2. ML - Linear Regression Project - Solutions Part 1.vtt | 26.04KB 21. Machine Learning Project - Linear Regression/3. ML - Linear Regression Project - Solutions Part 2.mp4 | 26.07MB 21. Machine Learning Project - Linear Regression/3. ML - Linear Regression Project - Solutions Part 2.vtt | 13.55KB 22. Machine Learning with R - Logistic Regression/1. Introduction to Logistic Regression.mp4 | 19.84MB 22. Machine Learning with R - Logistic Regression/1. Introduction to Logistic Regression.vtt | 15.20KB 22. Machine Learning with R - Logistic Regression/2. Logistic Regression with R - Part 1.mp4 | 39.59MB 22. Machine Learning with R - Logistic Regression/2. Logistic Regression with R - Part 1.vtt | 24.90KB 22. Machine Learning with R - Logistic Regression/3. Logistic Regression with R - Part 2.mp4 | 40.93MB 22. Machine Learning with R - Logistic Regression/3. Logistic Regression with R - Part 2.vtt | 22.18KB 23. Machine Learning Project - Logistic Regression/1. Introduction to Logistic Regression Project.mp4 | 10.10MB 23. Machine Learning Project - Logistic Regression/1. Introduction to Logistic Regression Project.vtt | 2.55KB 23. Machine Learning Project - Logistic Regression/2. Logistic Regression Project Solutions - Part 1.mp4 | 47.41MB 23. Machine Learning Project - Logistic Regression/2. Logistic Regression Project Solutions - Part 1.vtt | 24.74KB 23. Machine Learning Project - Logistic Regression/3. Logistic Regression Project Solutions - Part 2.mp4 | 32.84MB 23. Machine Learning Project - Logistic Regression/3. Logistic Regression Project Solutions - Part 2.vtt | 19.38KB 23. Machine Learning Project - Logistic Regression/4. Logistic Regression Project - Solutions Part 3.mp4 | 32.17MB 23. Machine Learning Project - Logistic Regression/4. Logistic Regression Project - Solutions Part 3.vtt | 17.16KB 24. Machine Learning with R - K Nearest Neighbors/1. Introduction to K Nearest Neighbors.mp4 | 8.51MB 24. Machine Learning with R - K Nearest Neighbors/1. Introduction to K Nearest Neighbors.vtt | 6.46KB 24. Machine Learning with R - K Nearest Neighbors/2. K Nearest Neighbors with R.mp4 | 40.42MB 24. Machine Learning with R - K Nearest Neighbors/2. K Nearest Neighbors with R.vtt | 22.53KB 25. Machine Learning Project - K Nearest Neighbors/1. Introduction K Nearest Neighbors Project.mp4 | 11.71MB 25. Machine Learning Project - K Nearest Neighbors/1. Introduction K Nearest Neighbors Project.vtt | 4.78KB 25. Machine Learning Project - K Nearest Neighbors/2. K Nearest Neighbors Project Solutions.mp4 | 25.18MB 25. Machine Learning Project - K Nearest Neighbors/2. K Nearest Neighbors Project Solutions.vtt | 12.06KB 26. Machine Learning with R - Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4 | 11.25MB 26. Machine Learning with R - Decision Trees and Random Forests/1. Introduction to Tree Methods.vtt | 8.34KB 26. Machine Learning with R - Decision Trees and Random Forests/2. Decision Trees and Random Forests with R.mp4 | 28.82MB 26. Machine Learning with R - Decision Trees and Random Forests/2. Decision Trees and Random Forests with R.vtt | 15.28KB 27. Machine Learning Project - Decision Trees and Random Forests/1. Introduction to Decision Trees and Random Forests Project.mp4 | 8.44MB 27. Machine Learning Project - Decision Trees and Random Forests/1. Introduction to Decision Trees and Random Forests Project.vtt | 2.53KB 27. Machine Learning Project - Decision Trees and Random Forests/2. Tree Methods Project Solutions - Part 1.mp4 | 33.43MB 27. Machine Learning Project - Decision Trees and Random Forests/2. Tree Methods Project Solutions - Part 1.vtt | 20.29KB 27. Machine Learning Project - Decision Trees and Random Forests/3. Tree Methods Project Solutions - Part 2.mp4 | 9.15MB 27. Machine Learning Project - Decision Trees and Random Forests/3. Tree Methods Project Solutions - Part 2.vtt | 6.44KB 28. Machine Learning with R - Support Vector Machines/1. Introduction to Support Vector Machines.mp4 | 7.97MB 28. Machine Learning with R - Support Vector Machines/1. Introduction to Support Vector Machines.vtt | 5.50KB 28. Machine Learning with R - Support Vector Machines/2. Support Vector Machines with R.mp4 | 32.98MB 28. Machine Learning with R - Support Vector Machines/2. Support Vector Machines with R.vtt | 18.55KB 29. Machine Learning Project - Support Vector Machines/1. Introduction to SVM Project.mp4 | 9.32MB 29. Machine Learning Project - Support Vector Machines/1. Introduction to SVM Project.vtt | 3.51KB 29. Machine Learning Project - Support Vector Machines/2. Support Vector Machines Project - Solutions Part 1.mp4 | 24.13MB 29. Machine Learning Project - Support Vector Machines/2. Support Vector Machines Project - Solutions Part 1.vtt | 13.77KB 29. Machine Learning Project - Support Vector Machines/3. Support Vector Machines Project - Solutions Part 2.mp4 | 21.04MB 29. Machine Learning Project - Support Vector Machines/3. Support Vector Machines Project - Solutions Part 2.vtt | 12.80KB 3. Windows Installation Set-Up/1. Windows Installation Procedure.mp4 | 17.76MB 3. Windows Installation Set-Up/1. Windows Installation Procedure.vtt | 9.05KB 30. Machine Learning with R - K-means Clustering/1. Introduction to K-Means Clustering.mp4 | 8.57MB 30. Machine Learning with R - K-means Clustering/1. Introduction to K-Means Clustering.vtt | 6.33KB 30. Machine Learning with R - K-means Clustering/2. K Means Clustering with R.mp4 | 19.21MB 30. Machine Learning with R - K-means Clustering/2. K Means Clustering with R.vtt | 12.61KB 31. Machine Learning Project - K-means Clustering/1. Introduction to K Means Clustering Project.mp4 | 7.22MB 31. Machine Learning Project - K-means Clustering/1. Introduction to K Means Clustering Project.vtt | 3.13KB 31. Machine Learning Project - K-means Clustering/2. K Means Clustering Project - Solutions Walkthrough.mp4 | 32.97MB 31. Machine Learning Project - K-means Clustering/2. K Means Clustering Project - Solutions Walkthrough.vtt | 20.90KB 32. Machine Learning with R - Natural Language Processing/1. Introduction to Natural Language Processing.mp4 | 7.58MB 32. Machine Learning with R - Natural Language Processing/1. Introduction to Natural Language Processing.vtt | 5.60KB 32. Machine Learning with R - Natural Language Processing/2. Natural Language Processing with R - Part 1.mp4 | 10.44MB 32. Machine Learning with R - Natural Language Processing/2. Natural Language Processing with R - Part 1.vtt | 6.86KB 32. Machine Learning with R - Natural Language Processing/3. Natural Language Processing with R - Part 2.mp4 | 35.68MB 32. Machine Learning with R - Natural Language Processing/3. Natural Language Processing with R - Part 2.vtt | 18.08KB 33. Machine Learning with R - Neural Nets/1. Introduction to Neural Nets.mp4 | 11.22MB 33. Machine Learning with R - Neural Nets/1. Introduction to Neural Nets.vtt | 8.38KB 33. Machine Learning with R - Neural Nets/2. Neural Nets with R.mp4 | 46.26MB 33. Machine Learning with R - Neural Nets/2. Neural Nets with R.vtt | 28.09KB 34. Machine Learning Project - Neural Nets/1. Introduction to Neural Nets Project.mp4 | 8.39MB 34. Machine Learning Project - Neural Nets/1. Introduction to Neural Nets Project.vtt | 3.23KB 34. Machine Learning Project - Neural Nets/2. Neural Nets Project - Solutions.mp4 | 20.61MB 34. Machine Learning Project - Neural Nets/2. Neural Nets Project - Solutions.vtt | 10.99KB 35. Bonus Section - Discounts for Other Courses/1. Bonus Lecture Coupons.html | 5.79KB 4. Mac OS Installation Set-Up/1. Mac OS Installation Procedure.mp4 | 20.84MB 4. Mac OS Installation Set-Up/1. Mac OS Installation Procedure.vtt | 7.80KB 5. Linux Installation/1. LinuxUnbuntu Installation Procedure.html | 1.49KB 6. Development Environment Overview/1. Development Environment Overview.mp4 | 870.33KB 6. Development Environment Overview/1. Development Environment Overview.vtt | 451B 6. Development Environment Overview/2. Course Notes.mp4 | 25.73MB 6. Development Environment Overview/2. Course Notes.vtt | 13.17KB 6. Development Environment Overview/2.1 R-Course-HTML-Notes.zip.zip | 45.60MB 6. Development Environment Overview/3. Guide to RStudio.mp4 | 28.33MB 6. Development Environment Overview/3. Guide to RStudio.vtt | 17.03KB 7. Introduction to R Basics/1. Introduction to R Basics.mp4 | 5.63MB 7. Introduction to R Basics/1. Introduction to R Basics.vtt | 3.69KB 7. Introduction to R Basics/10. R Basics Training Exercise.mp4 | 5.37MB 7. Introduction to R Basics/10. R Basics Training Exercise.vtt | 3.14KB 7. Introduction to R Basics/11. R Basics Training Exercise - Solutions Walkthrough.mp4 | 12.78MB 7. Introduction to R Basics/11. R Basics Training Exercise - Solutions Walkthrough.vtt | 9.12KB 7. Introduction to R Basics/2. Arithmetic in R.mp4 | 7.70MB 7. Introduction to R Basics/2. Arithmetic in R.vtt | 5.83KB 7. Introduction to R Basics/3. Variables.mp4 | 8.94MB 7. Introduction to R Basics/3. Variables.vtt | 6.64KB 7. Introduction to R Basics/4. R Basic Data Types.mp4 | 9.06MB 7. Introduction to R Basics/4. R Basic Data Types.vtt | 6.81KB 7. Introduction to R Basics/5. Vector Basics.mp4 | 13.67MB 7. Introduction to R Basics/5. Vector Basics.vtt | 8.99KB 7. Introduction to R Basics/6. Vector Operations.mp4 | 7.55MB 7. Introduction to R Basics/6. Vector Operations.vtt | 5.72KB 7. Introduction to R Basics/7. Comparison Operators.mp4 | 10.70MB 7. Introduction to R Basics/7. Comparison Operators.vtt | 8.50KB 7. Introduction to R Basics/8. Vector Indexing and Slicing.mp4 | 16.06MB 7. Introduction to R Basics/8. Vector Indexing and Slicing.vtt | 12.53KB 7. Introduction to R Basics/9. Getting Help with R and RStudio.mp4 | 5.64MB 7. Introduction to R Basics/9. Getting Help with R and RStudio.vtt | 2.99KB 8. R Matrices/1. Introduction to R Matrices.mp4 | 1.46MB 8. R Matrices/1. Introduction to R Matrices.vtt | 1.13KB 8. R Matrices/2. Creating a Matrix.mp4 | 18.64MB 8. R Matrices/2. Creating a Matrix.vtt | 12.98KB 8. R Matrices/3. Matrix Arithmetic.mp4 | 7.78MB 8. R Matrices/3. Matrix Arithmetic.vtt | 5.81KB 8. R Matrices/4. Matrix Operations.mp4 | 10.78MB 8. R Matrices/4. Matrix Operations.vtt | 6.81KB 8. R Matrices/4.1 Reference of Built-in Functions.html | 117B 8. R Matrices/5. Matrix Selection and Indexing.mp4 | 11.78MB 8. R Matrices/5. Matrix Selection and Indexing.vtt | 8.60KB 8. R Matrices/6. Factor and Categorical Matrices.mp4 | 14.84MB 8. R Matrices/6. Factor and Categorical Matrices.vtt | 10.18KB 8. R Matrices/7. Matrix Training Exercise.mp4 | 3.24MB 8. R Matrices/7. Matrix Training Exercise.vtt | 1.40KB 8. R Matrices/8. Matrix Training Exercises - Solutions Walkthrough.mp4 | 24.63MB 8. R Matrices/8. Matrix Training Exercises - Solutions Walkthrough.vtt | 17.02KB 9. R Data Frames/1. Introduction to R Data Frames.mp4 | 1.36MB 9. R Data Frames/1. Introduction to R Data Frames.vtt | 1022B 9. R Data Frames/2. Data Frame Basics.mp4 | 18.22MB 9. R Data Frames/2. Data Frame Basics.vtt | 10.63KB 9. R Data Frames/3. Data Frame Indexing and Selection.mp4 | 16.82MB 9. R Data Frames/3. Data Frame Indexing and Selection.vtt | 11.47KB 9. R Data Frames/4. Overview of Data Frame Operations - Part 1.mp4 | 30.45MB 9. R Data Frames/4. Overview of Data Frame Operations - Part 1.vtt | 21.76KB 9. R Data Frames/5. Overview of Data Frame Operations - Part 2.mp4 | 34.14MB 9. R Data Frames/5. Overview of Data Frame Operations - Part 2.vtt | 23.78KB 9. R Data Frames/6. Data Frame Training Exercise.mp4 | 4.27MB 9. R Data Frames/6. Data Frame Training Exercise.vtt | 1.57KB 9. R Data Frames/7. Data Frame Training Exercises - Solutions Walkthrough.mp4 | 28.97MB 9. R Data Frames/7. Data Frame Training Exercises - Solutions Walkthrough.vtt | 18.45KB [CourseClub.NET].url | 123B [FCS Forum].url | 133B [FreeCourseSite.com].url | 127B