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

Comments

Post a Comment

Popular posts from this blog

School Psychology in Rabindrik Psychotherapy

-
Definition School psychologists are uniquely qualified members of school teams that support students' abilities to learn and teachers' abilities to teach. They apply expertise in mental health, learning, and behavior, to help children and youth succeed academically, socially, behaviorally, and emotionally. School psychologists partner with families, teachers, school administrators, and other professionals to create safe, healthy, and supportive learning environments that strengthen connections among home, school, and the community. ( NASP ). School psychologists provide direct support and interventions to students, consult with teachers, families, and other school-employed mental health professionals (i.e., school counselors, school social workers) to improve support strategies, work with school administrators to improve school-wide practices and policies, and collaborate with community providers to coordinate needed services. Registration form:  Paper 1: Foundations of School ...
Read more

Syllabus on Behavioral economics

-
Title: Behavioural Economics  Course objective: Behavioral Economics with Perspectives from Rabindranath Tagore's Philosophy and Basic Statistics Take Away : By the end of this module, students will understand behavioral economics theories, apply Tagore’s philosophy to economic principles, master statistical tools like R or SPSS and analyze rural decision-making biases. They will explore neuroeconomics, AI’s impact, policy integration, and conduct research, applying insights to real-world behavioral and economic challenges. ===================================================================== Course Outline: Paper 1: Introduction to Behavioral Economics (6 hours) Learning objectives:  By the end of this module, students will understand key principles of behavioral economics, including Prospect Theory, Bounded Rationality, Loss Aversion, and Nudge Theory. They will critically compare classical and behavioral frameworks, apply concepts to real-world scenarios, and conduct a lite...
Read more

Certificate Course on Applied Psychometrics (l1)

-
2- MONTH ONLINE CERTIFICATE COURSE ON APPLIED PSYCHOMETRICS (L1) About the Trust : Rabindrik Psychotherapy Research Institute Trust is non-profit oriented Academic trust aiming at dissemination of research based course curriculum for the welfare of nation. The trust offers educational course on Applied statistics, R-script, Psychological data collection and psychometrics through sort term courses.  Course Background:    As defined by the US National Council on Measurement in Education (NCME), psychometrics refers to psychological measurement. Generally, it refers to the specialist fields within psychology and education devoted to testing, measurement, assessment, and related activities. Psychometricians usually possess a specific qualification, and most are psychologists with advanced graduate training in test interpretation, psychometrics, and measurement theory. In addition to traditional academic institutions, many psychometricians work for the government or ...
Read more