**Data Science by IITian -Data Science+R Programming ,Data analysis, Data Visualization, Data Pre-processing etc**

Last updated 8/2019

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**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 Learning

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 Râ€™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

**Course content**

32 sections â€¢ 261 lectures â€¢ 32h 2m total length

**Course Curriculum Overview**

Introduction to Business Analytics

Introduction to Business Analytics

Introduction to Machine Learning

Introduction to Machine Learning

Introduction To Data Scientist

Introduction To Data Scientist

How to switch your career into ML

How to switch your career into ML Part #2

Introduction to R

Introduction to R

Setting up R

R Programming – R Operator

R Conditional Statement & Loop

R Conditional Statement & Loop Study Note

R Programming – R Function

R Programming – Function in R Study Note #1

R Programming – R Function #2

R Programming – R Function #2

R Programming – R Function #3

R Programming – R Function #3

All Codes : R Programming Study Note

R Data Structure – Vector

Vector Study Note

All Code – Vector

Matrix, Array and Data Frame – Study Note

CODES – Matrix, Array and Data Frame

Code – Data Frame Part #2

A Deep Drive to R Data Frame

A Deep Drive to R Data Frame – Study Note

R Data Structure – Factor

R Data Structure – Factor Study Notes

Codes – Factor

R Data Structure – List

List – Study Note

Code – List

All Code : R Data Structure

Import CSV Data in R

Import CSV Data in R study note

Code – Import CSV Data in R

Import Text Data in R

Import Text Data in R STUDY NOTE

CODE – Import Text Data in R

Import Excel, Web Data in R

Import Excel, Web Data in R STUDY NOTE

Export Data in R – Text

Export Data in R – CSV & Excel

Export Data in R – Text,CSV & Excel Study Note

All Code: Import and Export in R

Data Manipulation – Apply Function

Data Manipulation – Apply Function STUDY NOTE

Data Manipulation – select

Data Manipulation – mutate

Data Manipulation – filter

Data Manipulation – arrange

mutate(),filter(),arrange() Function Study Note

Data Manipulation – Pipe Operator

Pipe operator Study Note

Data Manipulation – group by

Group By Function Study Note

Data Manipulation – Date

Data Manipulation – Date with R STUDY NOTE

All Code: Data Manipulation

Introduction to 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

Correlation Plot and Word Cloud

Data Visualization – Word Cloud STUDY NOTE

Data Visualization – ggplot2 Part 1

Data Visualization – ggplot2 Part 2

PART 2 Data Visualization – ggplot2

Data Visualization – ggplot2 Part 3

PART 3 Data Visualization – ggplot2

All Code: Data Visualization

Par Function Code

Intro To Stat – Part 1

Introduction To Statistic – Part 1 STUDY NOTE

Intro To Stat – Part 2

Introduction To Statistic – Part 2 STUDY NOTE

Intro To Stat – Part 3

Introduction To Statistic – Part 3 STUDY NOTE

Intro To Stat – Part 4

Part 4 Introduction To Statistic STUDY NOTE

Intro To Stat – Part 5

Introduction To Statistic – Part 5 STUDY NOTE

Intro To Stat – Part 6

Intro To Stat – Part 7

Introduction To Statistic – Part 7 STUDY NOTE

Intro To Stat – Part 8

Introduction To Statistic – Part 8 STUDY NOTE

Intro To Stat – Part 9

Introduction To Statistic – Part 9 STUDY NOTE

Intro To Stat – Part 10

Introduction To Statistic – Part 10 STUDY NOTE

Intro To Stat – Part 11

Introduction To Statistics – All Codes

**This course includes:**

29.5 hours on-demand video

103 articles

57 downloadable resources

Full lifetime access

Access on mobile and TV

Certificate of completion

No prior knowledge is required to understand for the Data Science & Machine Learning Course

R Software will be used in the course. Installation and use of R will be taught in the course.

All Software and data used in the course are free

**Description**

Are you planing to build your career in Data Science in This Year?

Do you the the Average Salary of a Data Scientist is $100,000/yr?

Do you know over 10 Million+ New Job will be created for the Data Science Filed in Just Next 3 years??

If you are a Student / a Job Holder/ a Job Seeker then it is the Right time for you to go for Data Science!

Do you Ever Wonder that Data Science is the “Hottest” Job Globally in 2018 – 2019!

>> 30+ Hours Video

>> 4 Capstone Projects

>> 8+ Case Studies

>> 24×7 Support

>>ENROLL TODAY & GET DATA SCIENCE INTERVIEW PREPARATION COURSE FOR FREE <<

**What Projects We are Going to Cover In the Course?**

Project 1- Titanic Case Study which is based on Classification Problem.

Project 2 – E-commerce Sale Data Analysis – based on Regression.

Project 3 – Customer Segmentation which is based on Unsupervised learning.

Final Project – Market Basket Analysis – based on Association rule mining

**Why Data Science is a MUST HAVE for Now A Days?**

The Answer Why Data Science is a Must have for Now a days will take a lot of time to explain. Let’s have a look into the Company name who are using Data Science and Machine Learning. Then You will get the Idea How it BOOST your Salary if you have Depth Knowledge in Data Science & Machine Learning!

**What Students Are Saying:**

“A great course to kick-start journey in Machine Learning. It gives a clear contextual overview in most areas of Machine Learning . The effort in explaining the intuition of algorithms is especially useful“

– John Doe, Co-Founder, Impressive LLC

I simply love this course and I definitely learned a ton of new concepts.

Nevertheless, I wish there was some real life examples at the end of the course. A few homework problems and solutions wouldâ€™ve been good enough.

– – Brain Dee, Data Scientist

It was amazing experience. I really liked the course. The way the trainers explained the concepts were too good. The only think which I thought was missing was more of real world datasets and application in the course. Overall it was great experience. The course will really help the beginners to gain knowledge. Cheers to the team

– – Devon Smeeth, Software Developer

Above, we just give you a very few examples why you Should move into Data Science and Test the Hot Demanding Job Market Ever Created!

The Good News is That From this Hands On Data Science and Machine Learning in R course You will Learn All the Knowledge what you need to be a MASTER in Data Science.

**Why Data Science is a MUST HAVE for Now A Days?**

The Answer Why Data Science is a Must have for Now a days will take a lot of time to explain. Let’s have a look into the Company name who are using Data Science and Machine Learning. Then You will get the Idea How it BOOST your Salary if you have Depth Knowledge in Data Science & Machine Learning!

**Here we list a Very Few Companies : –**

Google – For Advertise Serving, Advertise Targeting, Self Driving Car, Super Computer, Google Home etc. Google use Data Science + ML + AI to Take Decision

**Apple**: Apple Use Data Science in different places like: Siri, Face Detection etc

**Facebook**: Data Science , Machine Learning and AI used in Graph Algorithm for Find a Friend, Photo Tagging, Advertising Targeting, Chat bot, Face Detection etc

**NASA**: Use Data Science For different Purpose

**Microsoft**: Amplifying human ingenuity with Data Science

So From the List of the Companies you can Understand all Big Giant to Very Small Startups all are chessing Data Science and Artificial Intelligence and it the Opportunity for You!

**Why Choose This Data Science with R Course?**

We not only “How” to do it but also Cover “WHY” to do it?

Theory explained by Hands On Example!

30+ Hours Long Data Science Course

100+ Study Materials on Each and Every Topic of Data Science!

Code Templates are Ready to Download! Save a lot of Time

**What You Will Learn From The Data Science MASTERCLASS Course**:

Learn what is Data science and how Data Science is helping the modern world!

What are the benefits of Data Science , Machine Learning and Artificial Intelligence

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 Râ€™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 Science – 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 Science – Data Manipulation – Apply function, mutate(), filter(), arrange (), summarise(), groupby(), date in R

Statistics – A Must have for Data Science

Data Science – Hypothesis Testing

Business Use Case Understanding

Data Pre-processing

Supervised Learning

Logistic Regression

K-NN

SVM

Naive Bayes

Decision Tree

Random Forest

K-Mean Clustering

Hierarchical Clustering

DBScan Clustering

PCA (Principal Component Analysis)

Association Rule Mining

**Model Deployment **

>> 30+ Hours Video

>> 4 Capstone Projects

>> 8+ Case Studies

>> 24×7 Support

**>>ENROLL TODAY & GET DATA SCIENCE INTERVIEW PREPARATION COURSE FOR FREE <<**

**How to download files from our website?**

**Who this course is for:**

Anyone who is interested in Data Science can take this course.

Aspiring Data Scientists

Anyone who wants to switch his career in Data Science/Analytics/Machine Learning should take this course.

Beginners to any Programming and Interested In the Amazing world of Machine Learning , Artificial Intelligence & Data Science

People interested in Statistics and Data Analysis

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