courses@bangalore.com

What you’ll learn
Learn what is Data Science and how it is helping the modern world!
What are the benefits of Data Science and Machine Larning
Able to Solve Data Science Related Problem with the Help of R Programming
Why R is a Must Have for Data Science , AI and Machine Learning!
Right Guidance of the Path if You want to be a Data Scientist Data science Interview Preparation Guide
How to switch career in Data Science?
R Data Structure – Matrix, Array, Data Frame, Factor, List
Work with R™s conditional statements, functions, and loops
Systematically Explore data in R
Data Science Package: Dplyr , GGPlot 2
Index, slice, and Subset Data
Get your data in and out of R – CSV, Excel, Database, Web, Text Data
Data Visualization : plot different types of data & draw insights like: Line Chart, Bar Plot, Pie Chart, Histogram, Density Plot, Box Plot, 3D Plot, Mosaic Plot
Data Manipulation – Apply function, mutate(), filter(), arrange (), summarise(), groupby(), date in R
Statistics – A Must have for Data Sciecne
Hypothesis Testing
Have fun with real Life Data Sets

“*************Section Zero *********

“Introduction to Data Science
Introduction to Machine Learning
Introduction To Data Scientist
How to switch your career into ML
Data Science Career Part #2
How to switch your career into ML 2

“Course Curriculum Overview

“INTRODUCTION TO R
Setting up R

“R Programming
R Operator
R Conditional Statement & Loop
R Conditional Statement & Loop Study Note
R Function
R Programming – Function in R Study Note
11-R Programming – R Function Study Note
12-R Programming-Writing Function Study Note
All Codes : R Programming Study Note

“R Data Structure
R Data Structure – Vector
Vector Study Note
Codes – Vector
Matrix, Array and Data Frame
Matrix, Array , Data Frame Study Note
Codes – Matrix, Array and Data Frame
A Deep Drive to R Data Frame
A deep drive into data frames Study Notes
CODES – A Deep Drive to R Data Frame
R Data Structure – Factor
16.R Data Structure – Factor
CODES – Factor
R Data Structure – List
List – Study Note
Code – List
All Code : R Data Structure

“Import and Export in R
Import CSV Data in R
18-Import in R-CSV Study Note
CODES – Import CSV Data in R
Import Text Data in R
Import Text file Study Note
CODES – Import Text Data in R
Import Excel, Database and Web Data in R
Import Excel, Database and Web Data – Study Note
CODE – Import Excel, Web Data in R
Export Data in R – Text
Export Data in R – Text,CSV,Excel – Text Study Note
CODE – Export Data in R – Text
Export Data in R – CSV & Excel
CODE – CSV & Excel
All Code: Import and Export in R

“Data Manipulation in R
Data Manipulation – Apply Function
Data Manipulation – select
Data Manipulation STUDY NOTE
Dplyr Package
Dplyr Package Study Note
Group By Function Study Note
Different format of Date
Data Manipulation – Date with R
All Code: Data Manipulation

“Data Visualization
Data Visualization – Scatter Plot
Data Visualization – Scatter Plot Study Note
Data Visualization – mfrow
Data Visualization – mfrow Study Note
Data Visualization – pch
Data Visualization – pch Study Note
Data Visualization – Color
Data Visualization – Color Study Note
Data Visualization – Line Chart
Data Visualization – Line Chart Study Note
Data Visualization – Bar Plot
Data Visualization – Bar Plot STUDY NOTE
Data Visualization – Pie Chart
Data Visualization – Pie Chart STUDY NOTE
Data Visualization – Histogram
Data Visualization – Histogram STUDY NOTE
Data Visualization – Density Plot
Data Visualization – Density Plot STUDY NOTE
Data Visualization – Box Plot
Data Visualization – Box Plot STUDY NOTE
Data Visualization – Mosaic Plot and Heat Map
Data Visualization – Mosaic Plot and Heat Map SYUDY NOTE
Data Visualization – 3D Plot
Data Visualization – 3D Plot STUDY NOTE
Data Visualization – Word Cloud
Data Visualization – Word Cloud STUDY NOTE
All Code: Data Visualization Code
Par Function Code

“Introduction to Statistics
Add Codes : Introduction to Statistics

Hypothesis Testing #1

Hypothesis Testing in Practice
All Codes : Hypothesis Testing in Practice

Bonus Lecture – Data Science Masterclass \$9 Only