Data Analysis with R (May to June)

Course Title – Data Analysis with R (May to June)

Learning Objectives:

• Participants will learn how to pre-process the data so as to analyse it effectively.

• Participants will analyse the Quality of Data and learn how to control it.

• Through this course, participants will develop their Data-analysis skills to work effectively in R-studio.

• This program will also enable participants to describe the nature of the data using basic statistical analysis - Central Tendency, Variability and Dispersion in R.

• Participants will learn how to Visualize the results using the appropriate Plots and Graphs.

• This course will empower participants to perform analysis of his/her own data and interpret the results. 

• This program also guides participants to write a Project Report. 

• At the end of the course, participants will learn how to present the results of the project.

Eligibility :Graduates or Post Graduates from any recognized University

COURSE CONTENTS:

1. Data Pre-processing and organisation

2. Data Import & Export

3. Data Structures in R

4. Data Summarization

5. Creation of Matrix & Arrays in R

6. Basic Statistics: Central Tendency, Variability and Dispersion

7. Data Visualization: Use of appropriate Plots & Graphs 

8. Detection of Outliers

9. Data Quality Control

10. Data Interpretation 

11. Presentation of Project Report

        COURSE FEE: One-time Non Refundable  Rs.2500.

        APPLICATION:

         Send your application and resume to the email-id: adityachakraborty432@gmail.com           mentioning the course name.

Mode of this course: Online

Timing: Monday, Wednesday & Friday, 5-7pm.Each lecture will be around 2hours.

Material: Study materials will be provided online. Details to be updated after registration. 

Selection test – 12.05.2020

Syllabus – Research Methodology (25marks)

• Central tendency

• Variability

• Measurement Scales

• Correlation

13.05.2020 -  Logical Reasoning & Comprehension Aptitude (25marks)

• Logical Reasoning

• Communication

• Data Interpretation

• Technology in Education

14.05.2020 – Participants Selection

15.05.2020 – Commencement of the Course

IMPORTANT DATES: 

Online Application: Started

Last Date of Application: 11th May,2020

Selection Tests: 12th & 13th May,2020 (Online)

Confirmation Letter: 14th May

Class Starts: 15th May

Teaching Pedagogy: Lecture, Demonstration and activities.

Certification: Competence based e-certificates will be provided on the basis of 75% attendance , class performance and evaluation of assignments.

Contact: Aditya Chakraborty (Academic Assistant), 8902079821

Class Schedule

Dates	Topic	Chapters
15-05-2020	Introduction to Data, Types, Need for Data Analysis.
18-05-2020	Introduction to R	3,4
22-05-2020	Data Import & Export	5,6,7,8,18
25-05-2020	Logical Operaters	9,10,11
29-05-2020	Data structures in R & Summarization	13,14,28 & other commands for summarization.
1-06-2020	Matrix, Missing data, Outlier detection
5-06-2020	Basic Statistics, Data Quality Control.
8-06-2020	Data Visualization & Interpretation	16, 24
12-06-2020	Test & Assignment/Project Report Presentation

Possible Resource Persons:

1. Prof. D. Dutta Roy

2. Prof. Subrata Basak

3. Dr Rama Manna

4. Dr Aparna Manna

5. Shri Aditya Chakraborty