Certificate Program in Data Science using R

Learn concepts of data science using R programming with hands-on case studies

Certificate Program in Data Science using R

Course Description

This Imurgence course covers topics including basic statistics, probability, inferential statistics, and linear and logistic regression.

Course Outcomes:
  • Upon successful completion of this course, the learner will be skilled in data science using R programming to perform predictive analytics on data.
Course Details:

Target Audience

This course is ideal for anyone looking to improve their skills or start a career in data science, business analytics, artificial intelligence (AI) or machine learning.

Access Timeframe

Three months from the date of access.

Prerequisites

Familiarity and good hands-on experience of R programming is essential.
Certificate Info:

Type of Certification

Certificate of Completion

Format of Certification

Digital

Professional Association/Affiliation

The certificate is issued by Imurgence an autonomous institution.

Method of Obtaining Certification

Upon successful completion of this course, the learner will be sent a digital copy of the certificate to their email.

Course Outline

In this module, you will learn the following:
  • Descriptive Statistics
In this module, you will learn the following:
  • Basic Definitions
  • Basic Rules of Probability
  • Baye's Theorem
In this module, you will learn the following:
  • Hypothesis
  • Hypothesis Testing
  • Correlation
In this module, you will learn the following:
  • Simple Linear Regression
  • Multiple Linear Regression
  • Regularization
In this module, you will learn the following:
  • Basics
  • Logistic Regression Theory
  • Implementation in R

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