R For Data Science With Real Exercises Video Course & PDF Guides Download Links
 
Duration : 10.5 GB
Size : 6.73 GB (2 PART DOWNLOAD)
 
Introduction
05:46
Updates on Reviews 
01:09
Installing R and R Studio (MAC & Windows)
07:02
BONUS: Learning Paths
00:34
Preview
07:58
Get the materials
00:05
Some Additional Resources!!
00:13
Preview
00:33
Your Shortcut To Becoming A Better Data Scientist!
02:05
Welcome to this section. This is what you will learn!
01:11
Types of variables
10:10
Using Variables
10:23
Preview
07:42
The "While" Loop
07:33
Using the console
04:04
The "For" Loop
05:29
The "If" statement
12:15
Section Recap
05:22
HOMEWORK: Law of Large Numbers
15:13
Core Programming Principles
5 questions
Welcome to this section. This is what you will learn!
01:04
What is a Vector?
04:17
Let's create some vectors
13:12
Using the [] brackets
10:31
Preview
05:49
The power of vectorized operations
16:22
Functions in R
17:58
Packages in R
09:19
Section Recap
06:19
HOMEWORK: Financial Statement Analysis
07:42
Fundamentals of R
5 questions
Welcome to this section. This is what you will learn!
00:52
Project Brief: Basketball Trends
09:22
Matrices
06:30
Building Your First Matrix
13:41
Naming Dimensions
03:34
Colnames() and Rownames()
10:02
Matrix Operations
06:12
Visualizing With Matplot()
11:42
Subsetting
09:20
Visualizing Subsets
04:13
Creating Your First Function
08:47
Preview
12:38
Section Recap
06:04
HOMEWORK: Basketball Free Throws
07:13
Matrices
5 questions
Welcome to this section. This is what you will learn!
01:47
Project Brief: Demographic Analysis
04:16
Importing data into R
05:52
Exploring your dataset
10:18
Using the $ sign
06:23
Basic operations with a Data Frame
09:47
Filtering a Data Frame
09:04
Introduction to qplot
09:09
Preview
06:22
Building Dataframes
10:02
Merging Data Frames
07:38
Visualizing With Qplot: Part II
06:50
Section Recap
07:19
HOMEWORK: World Trends
06:16
Data Frames
5 questions
Welcome to this section. This is what you will learn!
01:23
Project Brief: Movie Ratings
04:02
What is a Factor?
07:13
Aesthetics
06:54
Plotting With Layers
05:18
Overriding Aesthetics
07:49
Mapping vs Setting
08:09
Histograms and Density Charts
07:08
Starting Layer Tips
08:41
Statistical Transformations
10:38
Using Facets
09:30
Coordinates
10:28
Perfecting By Adding Themes
11:04
Section Recap
09:50
HOMEWORK: Movie Domestic % Gross
07:05
Advanced Visualization With GGPlot2
5 questions
Homework Solution Section 2: Law Of Large Numbers
12:01
Homework Solution Section 3: Financial Statement Analysis
18:35
Homework Solution Section 4: Basketball Free Throws
16:11
Homework Solution Section 5: World Trends
16:30
Homework Solution Section 6: Movie Domestic % Gross (Part 1)
11:41
Homework Solution Section 6: Movie Domestic % Gross (Part 2)
11:09
THANK YOU bonus video
02:40