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[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r
magnet:?xt=urn:btih:b41979b7f3e11a76a81058fc1398aa7555e09e11&dn=[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r
磁力链接详情
Hash值:
b41979b7f3e11a76a81058fc1398aa7555e09e11
点击数:
102
文件大小:
2.77 GB
文件数量:
119
创建日期:
2018-2-15 14:49
最后访问:
2024-7-24 03:17
访问标签:
FreeTutorials
Us
data-science-and-machine-learning-bootcamp-with-r
文件列表详情
01 Course Introduction/001 Introduction to Course.mp4 17.35 MB
01 Course Introduction/002 Course Curriculum.mp4 6.72 MB
01 Course Introduction/003 What is Data Science.mp4 7.79 MB
03 Windows Installation Set-Up/007 Windows Installation Procedure.mp4 24.52 MB
04 Mac OS Installation Set-Up/008 Mac OS Installation Procedure.mp4 71.46 MB
06 Development Environment Overview/010 Development Environment Overview.mp4 1.11 MB
06 Development Environment Overview/011 Course Notes.mp4 31.05 MB
06 Development Environment Overview/012 Guide to RStudio.mp4 35.05 MB
07 Introduction to R Basics/013 Introduction to R Basics.mp4 6.44 MB
07 Introduction to R Basics/014 Arithmetic in R.mp4 8.48 MB
07 Introduction to R Basics/015 Variables.mp4 9.9 MB
07 Introduction to R Basics/016 R Basic Data Types.mp4 9.93 MB
07 Introduction to R Basics/017 Vector Basics.mp4 15.26 MB
07 Introduction to R Basics/018 Vector Operations.mp4 8.43 MB
07 Introduction to R Basics/019 Vector Indexing and Slicing.mp4 17.89 MB
07 Introduction to R Basics/020 Getting Help with R and RStudio.mp4 6.8 MB
07 Introduction to R Basics/021 Comparison Operators.mp4 11.84 MB
07 Introduction to R Basics/022 R Basics Training Exercise.mp4 6.52 MB
07 Introduction to R Basics/023 R Basics Training Exercise - Solutions Walkthrough.mp4 14.74 MB
08 R Matrices/024 Introduction to R Matrices.mp4 1.61 MB
08 R Matrices/025 Creating a Matrix.mp4 21.24 MB
08 R Matrices/026 Matrix Arithmetic.mp4 8.84 MB
08 R Matrices/027 Matrix Operations.mp4 12.83 MB
08 R Matrices/028 Matrix Selection and Indexing.mp4 13.31 MB
08 R Matrices/029 Factor and Categorical Matrices.mp4 17 MB
08 R Matrices/030 Matrix Training Exercise.mp4 3.84 MB
08 R Matrices/031 Matrix Training Exercises - Solutions Walkthrough.mp4 28.09 MB
09 R Data Frames/032 Introduction to R Data Frames.mp4 1.49 MB
09 R Data Frames/033 Data Frame Basics.mp4 21.45 MB
09 R Data Frames/034 Data Frame Indexing and Selection.mp4 19.01 MB
09 R Data Frames/035 Overview of Data Frame Operations - Part 1.mp4 34.58 MB
09 R Data Frames/036 Overview of Data Frame Operations - Part 2.mp4 38.91 MB
09 R Data Frames/037 Data Frame Training Exercise.mp4 4.98 MB
09 R Data Frames/038 Data Frame Training Exercises - Solutions Walkthrough.mp4 34.06 MB
10 R Lists/039 List Basics.mp4 21.9 MB
11 Data Input and Output with R/040 Introduction to Data Input and Output with R.mp4 1 MB
11 Data Input and Output with R/041 CSV Files with R.mp4 14.06 MB
11 Data Input and Output with R/042 Excel Files with R.mp4 27.69 MB
11 Data Input and Output with R/043 SQL with R.mp4 33.44 MB
11 Data Input and Output with R/044 Web Scraping with R.mp4 22.79 MB
12 R Programming Basics/045 Introduction to Programming Basics.mp4 1.88 MB
12 R Programming Basics/046 Logical Operators.mp4 16.18 MB
12 R Programming Basics/047 if else and else if Statements.mp4 29.16 MB
12 R Programming Basics/048 Conditional Statements Training Exercise.mp4 4.34 MB
12 R Programming Basics/049 Conditional Statements Training Exercise - Solutions Walkthrough.mp4 24.19 MB
12 R Programming Basics/050 While Loops.mp4 13.54 MB
12 R Programming Basics/051 For Loops.mp4 26.55 MB
12 R Programming Basics/052 Functions.mp4 40.63 MB
12 R Programming Basics/053 Functions Training Exercise.mp4 8.56 MB
12 R Programming Basics/054 Functions Training Exercise - Solutions.mp4 43.38 MB
13 Advanced R Programming/055 Introduction to Advanced R Programming.mp4 1.79 MB
13 Advanced R Programming/056 Built-in R Features.mp4 20.4 MB
13 Advanced R Programming/057 Apply.mp4 31.4 MB
13 Advanced R Programming/058 Math Functions with R.mp4 12.96 MB
13 Advanced R Programming/059 Regular Expressions.mp4 11.02 MB
13 Advanced R Programming/060 Dates and Timestamps.mp4 27.84 MB
14 Data Manipulation with R/061 Data Manipulation Overview.mp4 1.25 MB
14 Data Manipulation with R/062 Guide to Using Dplyr.mp4 29.43 MB
14 Data Manipulation with R/063 Guide to Using Dplyr - Part 2.mp4 24.15 MB
14 Data Manipulation with R/064 Pipe Operator.mp4 16.62 MB
14 Data Manipulation with R/066 Dplyr Training Exercise.mp4 3.09 MB
14 Data Manipulation with R/067 Dplyr Training Exercise - Solutions Walkthrough.mp4 15.63 MB
14 Data Manipulation with R/068 Guide to Using Tidyr.mp4 57.72 MB
15 Data Visualization with R/069 Overview of ggplot2.mp4 13.33 MB
15 Data Visualization with R/070 Histograms.mp4 56.95 MB
15 Data Visualization with R/071 Scatterplots.mp4 45.18 MB
15 Data Visualization with R/072 Barplots.mp4 19.96 MB
15 Data Visualization with R/073 Boxplots.mp4 16.69 MB
15 Data Visualization with R/074 2 Variable Plotting.mp4 24.74 MB
15 Data Visualization with R/075 Coordinates and Faceting.mp4 28.04 MB
15 Data Visualization with R/076 Themes.mp4 13.36 MB
15 Data Visualization with R/077 ggplot2 Exercises.mp4 8.31 MB
15 Data Visualization with R/078 ggplot2 Exercise Solutions.mp4 30.52 MB
16 Data Visualization Project/079 Data Visualization Project.mp4 15.24 MB
16 Data Visualization Project/080 Data Visualization Project - Solutions Walkthrough - Part 1.mp4 42.01 MB
16 Data Visualization Project/081 Data Visualization Project Solutions Walkthrough - Part 2.mp4 41.46 MB
17 Interactive Visualizations with Plotly/082 Overview of Plotly and Interactive Visualizations.mp4 42.51 MB
18 Capstone Data Project/084 Introduction to Capstone Project.mp4 45.51 MB
18 Capstone Data Project/085 Capstone Project Solutions Walkthrough.mp4 63.28 MB
19 Introduction to Machine Learning with R/087 Introduction to Machine Learning.mp4 59.74 MB
20 Machine Learning with R - Linear Regression/088 Introduction to Linear Regression.mp4 11.55 MB
20 Machine Learning with R - Linear Regression/089 Linear Regression with R - Part 1.mp4 55.6 MB
20 Machine Learning with R - Linear Regression/090 Linear Regression with R - Part 2.mp4 53.98 MB
20 Machine Learning with R - Linear Regression/091 Linear Regression with R - Part 3.mp4 26.3 MB
21 Machine Learning Project - Linear Regression/092 Introduction to Linear Regression Project.mp4 46.5 MB
21 Machine Learning Project - Linear Regression/093 ML - Linear Regression Project - Solutions Part 1.mp4 59.53 MB
21 Machine Learning Project - Linear Regression/094 ML - Linear Regression Project - Solutions Part 2.mp4 32.72 MB
22 Machine Learning with R - Logistic Regression/095 Introduction to Logistic Regression.mp4 21.91 MB
22 Machine Learning with R - Logistic Regression/096 Logistic Regression with R - Part 1.mp4 46.33 MB
22 Machine Learning with R - Logistic Regression/097 Logistic Regression with R - Part 2.mp4 47.56 MB
23 Machine Learning Project - Logistic Regression/098 Introduction to Logistic Regression Project.mp4 13.38 MB
23 Machine Learning Project - Logistic Regression/099 Logistic Regression Project Solutions - Part 1.mp4 56.27 MB
23 Machine Learning Project - Logistic Regression/100 Logistic Regression Project Solutions - Part 2.mp4 38.63 MB
23 Machine Learning Project - Logistic Regression/101 Logistic Regression Project - Solutions Part 3.mp4 37.63 MB
24 Machine Learning with R - K Nearest Neighbors/102 Introduction to K Nearest Neighbors.mp4 9.27 MB
24 Machine Learning with R - K Nearest Neighbors/103 K Nearest Neighbors with R.mp4 46.73 MB
25 Machine Learning Project - K Nearest Neighbors/104 Introduction K Nearest Neighbors Project.mp4 14.69 MB
25 Machine Learning Project - K Nearest Neighbors/105 K Nearest Neighbors Project Solutions.mp4 30.41 MB
26 Machine Learning with R - Decision Trees and Random Forests/106 Introduction to Tree Methods.mp4 12.48 MB
26 Machine Learning with R - Decision Trees and Random Forests/107 Decision Trees and Random Forests with R.mp4 34.4 MB
27 Machine Learning Project - Decision Trees and Random Forests/108 Introduction to Decision Trees and Random Forests Project.mp4 10.15 MB
27 Machine Learning Project - Decision Trees and Random Forests/109 Tree Methods Project Solutions - Part 1.mp4 38.85 MB
27 Machine Learning Project - Decision Trees and Random Forests/110 Tree Methods Project Solutions - Part 2.mp4 10.48 MB
28 Machine Learning with R - Support Vector Machines/111 Introduction to Support Vector Machines.mp4 8.96 MB
28 Machine Learning with R - Support Vector Machines/112 Support Vector Machines with R.mp4 39.56 MB
29 Machine Learning Project - Support Vector Machines/113 Introduction to SVM Project.mp4 11.5 MB
29 Machine Learning Project - Support Vector Machines/114 Support Vector Machines Project - Solutions Part 1.mp4 28.49 MB
29 Machine Learning Project - Support Vector Machines/115 Support Vector Machines Project - Solutions Part 2.mp4 24.3 MB
30 Machine Learning with R - K-means Clustering/116 Introduction to K-Means Clustering.mp4 9.57 MB
30 Machine Learning with R - K-means Clustering/117 K Means Clustering with R.mp4 22.53 MB
31 Machine Learning Project - K-means Clustering/118 Introduction to K Means Clustering Project.mp4 8.81 MB
31 Machine Learning Project - K-means Clustering/119 K Means Clustering Project - Solutions Walkthrough.mp4 38.21 MB
32 Machine Learning with R - Natural Language Processing/120 Introduction to Natural Language Processing.mp4 8.3 MB
32 Machine Learning with R - Natural Language Processing/121 Natural Language Processing with R - Part 1.mp4 12.61 MB
32 Machine Learning with R - Natural Language Processing/122 Natural Language Processing with R - Part 2.mp4 42.84 MB
33 Machine Learning with R - Neural Nets/123 Introduction to Neural Nets.mp4 12.64 MB
33 Machine Learning with R - Neural Nets/124 Neural Nets with R.mp4 54.76 MB
34 Machine Learning Project - Neural Nets/125 Introduction to Neural Nets Project.mp4 11.08 MB
34 Machine Learning Project - Neural Nets/126 Neural Nets Project - Solutions.mp4 25.52 MB
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