Enquire Now |
Essentials of Business analytics using R is an intensive instructor-led three day course on deriving insights from data using data exploration and modelling techniques specially designed for engineering and management students. It is ideal for students from various backgrounds who wish to gain exposure to industry insights using analytical techniques. Topics covered are fundamentals of R programming, building data analytics models using linear and nonlinear techniques, Classification, Clustering, Social media analysis and Text analytics.
Prerequisites
- An interest in and flair for numbers
- Willingness to learn statistics and scripting
Who should attend?
- Students who are interested in learning analytics to be applied in their major field of study
- Aspirants from science, management, engineering, economics or commerce background who wish to pursue a career in data analytics
You do not need any prior experience in data analysis to attend this course. Awareness of programming is also required to participate in this course. The instructors will hand hold you through the fundamentals of R scripting and expose you to the world of analytics, taking you to a stage where you will be equipped to explore advanced analytical concepts.
Course outcomes
- Working knowledge in data analytics
- Ability to build predictive models to derive insights from business scenarios
- Certification of completion on successfully completing the course requirements
Course content
Introduction to R
Overview of R and R Studio
R Syntax
Variables and Operators
Data types in R
Functions in R
Statements in R
Importing data
Data cleaning and preprocessing
Identifying and removing outliers
Removing missing values
Rearranging data
Characteristics of good data sets
Exploratory analytics
Data exploration
Location and spread of data
Data visualisation
Social media analysis
Predictive analytics
Simple linear regression
Multiple linear regression
Decision tree
Clustering K-Means
Prescriptive analytics
Simulation
Duration: 3 days
Training locations: Dedicated batches in college campuses. Contact us for details.
Call us : +91 8800892097 (Amit Kumar) and +91 9447494118 (Lijin)
Mail us : in-fmdxtraining@kpmg.com
Connect with us
- Find office locations kpmg.findOfficeLocations
- kpmg.emailUs
- Social media @ KPMG kpmg.socialMedia