FreeTutorials Us data science and machine learning bootcamp with r


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Torrent File Content (133 files)


[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

          attached_files/004 Course FAQ/R-Course-HTML-Notes.zip -
45.59 MB

    02 Course Best Practices
          005 How to Get Help in the Course.html -
2.29 KB

          006 Installation and Set-Up.html -
628 bytes

          quizzes/001 Welcome to the Course..html -
2.65 KB

    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

    05 Linux Installation
          009 LinuxUnbuntu Installation Procedure.html -
1.79 KB

    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

          attached_files/011 Course Notes/R-Course-HTML-Notes.zip -
45.59 MB

    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 -
9.9 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 -
6.8 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

    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 MB

          030 Matrix Training Exercise.mp4 -
3.84 MB

          031 Matrix Training Exercises - Solutions Walkthrough.mp4 -
28.09 MB

    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

    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

          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

    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



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