Files (133)
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/01 Course Introduction
001 Introduction to Course.mp4
17.35 MB
002 Course Curriculum.mp4
6.72 MB
003 What is Data Science.mp4
7.79 MB
004 Course FAQ.html
1.58 KB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/01 Course Introduction/attached_files/004 Course FAQ
R-Course-HTML-Notes.zip
45.59 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/02 Course Best Practices
005 How to Get Help in the Course.html
2.29 KB
006 Installation and Set-Up.html
628.00 B
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/02 Course Best Practices/quizzes
001 Welcome to the Course..html
2.65 KB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/03 Windows Installation Set-Up
007 Windows Installation Procedure.mp4
24.52 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/04 Mac OS Installation Set-Up
008 Mac OS Installation Procedure.mp4
71.46 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/05 Linux Installation
009 LinuxUnbuntu Installation Procedure.html
1.79 KB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/06 Development Environment Overview
010 Development Environment Overview.mp4
1.11 MB
011 Course Notes.mp4
31.05 MB
012 Guide to RStudio.mp4
35.05 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/06 Development Environment Overview/attached_files/011 Course Notes
R-Course-HTML-Notes.zip
45.59 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/07 Introduction to R Basics
013 Introduction to R Basics.mp4
6.44 MB
014 Arithmetic in R.mp4
8.48 MB
015 Variables.mp4
9.90 MB
016 R Basic Data Types.mp4
9.93 MB
017 Vector Basics.mp4
15.26 MB
018 Vector Operations.mp4
8.43 MB
019 Vector Indexing and Slicing.mp4
17.89 MB
020 Getting Help with R and RStudio.mp4
6.80 MB
021 Comparison Operators.mp4
11.84 MB
022 R Basics Training Exercise.mp4
6.52 MB
023 R Basics Training Exercise - Solutions Walkthrough.mp4
14.74 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/08 R Matrices
024 Introduction to R Matrices.mp4
1.61 MB
025 Creating a Matrix.mp4
21.24 MB
026 Matrix Arithmetic.mp4
8.84 MB
027 Matrix Operations.mp4
12.83 MB
028 Matrix Selection and Indexing.mp4
13.31 MB
029 Factor and Categorical Matrices.mp4
17.00 MB
030 Matrix Training Exercise.mp4
3.84 MB
031 Matrix Training Exercises - Solutions Walkthrough.mp4
28.09 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/09 R Data Frames
032 Introduction to R Data Frames.mp4
1.49 MB
033 Data Frame Basics.mp4
21.45 MB
034 Data Frame Indexing and Selection.mp4
19.01 MB
035 Overview of Data Frame Operations - Part 1.mp4
34.58 MB
036 Overview of Data Frame Operations - Part 2.mp4
38.91 MB
037 Data Frame Training Exercise.mp4
4.98 MB
038 Data Frame Training Exercises - Solutions Walkthrough.mp4
34.06 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/10 R Lists
039 List Basics.mp4
21.90 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/11 Data Input and Output with R
040 Introduction to Data Input and Output with R.mp4
1.00 MB
041 CSV Files with R.mp4
14.06 MB
042 Excel Files with R.mp4
27.69 MB
043 SQL with R.mp4
33.44 MB
044 Web Scraping with R.mp4
22.79 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/12 R Programming Basics
045 Introduction to Programming Basics.mp4
1.88 MB
046 Logical Operators.mp4
16.18 MB
047 if else and else if Statements.mp4
29.16 MB
048 Conditional Statements Training Exercise.mp4
4.34 MB
049 Conditional Statements Training Exercise - Solutions Walkthrough.mp4
24.19 MB
050 While Loops.mp4
13.54 MB
051 For Loops.mp4
26.55 MB
052 Functions.mp4
40.63 MB
053 Functions Training Exercise.mp4
8.56 MB
054 Functions Training Exercise - Solutions.mp4
43.38 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/13 Advanced R Programming
055 Introduction to Advanced R Programming.mp4
1.79 MB
056 Built-in R Features.mp4
20.40 MB
057 Apply.mp4
31.40 MB
058 Math Functions with R.mp4
12.96 MB
059 Regular Expressions.mp4
11.02 MB
060 Dates and Timestamps.mp4
27.84 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/14 Data Manipulation with R
061 Data Manipulation Overview.mp4
1.25 MB
062 Guide to Using Dplyr.mp4
29.43 MB
063 Guide to Using Dplyr - Part 2.mp4
24.15 MB
064 Pipe Operator.mp4
16.62 MB
065 Quick note on Dpylr exercise.html
607.00 B
066 Dplyr Training Exercise.mp4
3.09 MB
067 Dplyr Training Exercise - Solutions Walkthrough.mp4
15.63 MB
068 Guide to Using Tidyr.mp4
57.72 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/15 Data Visualization with R
069 Overview of ggplot2.mp4
13.33 MB
070 Histograms.mp4
56.95 MB
071 Scatterplots.mp4
45.18 MB
072 Barplots.mp4
19.96 MB
073 Boxplots.mp4
16.69 MB
074 2 Variable Plotting.mp4
24.74 MB
075 Coordinates and Faceting.mp4
28.04 MB
076 Themes.mp4
13.36 MB
077 ggplot2 Exercises.mp4
8.31 MB
078 ggplot2 Exercise Solutions.mp4
30.52 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/16 Data Visualization Project
079 Data Visualization Project.mp4
15.24 MB
080 Data Visualization Project - Solutions Walkthrough - Part 1.mp4
42.01 MB
081 Data Visualization Project Solutions Walkthrough - Part 2.mp4
41.46 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/17 Interactive Visualizations with Plotly
082 Overview of Plotly and Interactive Visualizations.mp4
42.51 MB
083 Resources for Plotly and ggplot2.html
1.23 KB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/18 Capstone Data Project
084 Introduction to Capstone Project.mp4
45.51 MB
085 Capstone Project Solutions Walkthrough.mp4
63.28 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/19 Introduction to Machine Learning with R
086 ISLR PDF.html
671.00 B
087 Introduction to Machine Learning.mp4
59.74 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/19 Introduction to Machine Learning with R/attached_files/087 Introduction to Machine Learning
Machine-Learning-Slides.zip
2.86 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/20 Machine Learning with R - Linear Regression
088 Introduction to Linear Regression.mp4
11.55 MB
089 Linear Regression with R - Part 1.mp4
55.60 MB
090 Linear Regression with R - Part 2.mp4
53.98 MB
091 Linear Regression with R - Part 3.mp4
26.30 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/21 Machine Learning Project - Linear Regression
092 Introduction to Linear Regression Project.mp4
46.50 MB
093 ML - Linear Regression Project - Solutions Part 1.mp4
59.53 MB
094 ML - Linear Regression Project - Solutions Part 2.mp4
32.72 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/22 Machine Learning with R - Logistic Regression
095 Introduction to Logistic Regression.mp4
21.91 MB
096 Logistic Regression with R - Part 1.mp4
46.33 MB
097 Logistic Regression with R - Part 2.mp4
47.56 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/23 Machine Learning Project - Logistic Regression
098 Introduction to Logistic Regression Project.mp4
13.38 MB
099 Logistic Regression Project Solutions - Part 1.mp4
56.27 MB
100 Logistic Regression Project Solutions - Part 2.mp4
38.63 MB
101 Logistic Regression Project - Solutions Part 3.mp4
37.63 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/24 Machine Learning with R - K Nearest Neighbors
102 Introduction to K Nearest Neighbors.mp4
9.27 MB
103 K Nearest Neighbors with R.mp4
46.73 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/25 Machine Learning Project - K Nearest Neighbors
104 Introduction K Nearest Neighbors Project.mp4
14.69 MB
105 K Nearest Neighbors Project Solutions.mp4
30.41 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/26 Machine Learning with R - Decision Trees and Random Forests
106 Introduction to Tree Methods.mp4
12.48 MB
107 Decision Trees and Random Forests with R.mp4
34.40 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/27 Machine Learning Project - Decision Trees and Random Forests
108 Introduction to Decision Trees and Random Forests Project.mp4
10.15 MB
109 Tree Methods Project Solutions - Part 1.mp4
38.85 MB
110 Tree Methods Project Solutions - Part 2.mp4
10.48 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/28 Machine Learning with R - Support Vector Machines
111 Introduction to Support Vector Machines.mp4
8.96 MB
112 Support Vector Machines with R.mp4
39.56 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/29 Machine Learning Project - Support Vector Machines
113 Introduction to SVM Project.mp4
11.50 MB
114 Support Vector Machines Project - Solutions Part 1.mp4
28.49 MB
115 Support Vector Machines Project - Solutions Part 2.mp4
24.30 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/30 Machine Learning with R - K-means Clustering
116 Introduction to K-Means Clustering.mp4
9.57 MB
117 K Means Clustering with R.mp4
22.53 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/31 Machine Learning Project - K-means Clustering
118 Introduction to K Means Clustering Project.mp4
8.81 MB
119 K Means Clustering Project - Solutions Walkthrough.mp4
38.21 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/32 Machine Learning with R - Natural Language Processing
120 Introduction to Natural Language Processing.mp4
8.30 MB
121 Natural Language Processing with R - Part 1.mp4
12.61 MB
122 Natural Language Processing with R - Part 2.mp4
42.84 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/33 Machine Learning with R - Neural Nets
123 Introduction to Neural Nets.mp4
12.64 MB
124 Neural Nets with R.mp4
54.76 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/34 Machine Learning Project - Neural Nets
125 Introduction to Neural Nets Project.mp4
11.08 MB
126 Neural Nets Project - Solutions.mp4
25.52 MB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r/35 Bonus Section - Discounts for Other Courses
127 Bonus Discount Coupons.html
1.62 KB
[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r
Freetutorials.us.url
119.00 B
[FreeTutorials.us].txt
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