GITAA

Skills Covered in the Course

check R

Course Content

9 Sections

Week 1- 10th Dec 2018

Data Science Introduction (Click here to view video)

R - Fundamentals (click here to view videos)

Assignment 1

Assignment 1 - Solution

Week 2- 17th Dec 2018

Basics of programming in R (click here to view videos)

Functions, Control structures and Data visualization (click here to view videos)

Assignment 2

Assignment 2 - Solution

Week 3- 24th Dec 2018

Data Acquisition & Data Preparation - 1 (click here to view videos)

Data Acquisition & Data Preparation - 2 (click here to view videos)

Datasets

Assignment 3

Assignment 3 - Solution

Week 4- 31st Dec 2018

Statistics Introduction (click here to view videos)

Descriptive Statistics (click here to view videos)

Datasets

Assignment 4

Assignment 4 - Solution

Week 5- 7th Jan 2019

Inferential Statistics (click here to view videos)

Datasets

Assignment 5

Assignment 5 - Solution

Week 6 -14th Jan 2019

Predictive Modelling (click here to view videos)

Multiple Linear Regression (click here to view videos)

Datasets

Assignment 6

Assignment 6 - Solution

Week 7 -30th Jan 2019

Machine Learning Algorithm (click here to view videos)

Machine Learning Algorithm-2 (click here to view videos)

Datasets

Week 8 - 6th Feb 2019

Machine Learning Algorithm -3 (click here to view videos)

Datasets

Assignment 7

Optimization (click here to view videos)

Assignment 7 - Solution

Case Study

The Case of Healthcare Corporation

The case of Healthcare Corporation - Solution Approach

Reviews

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