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Data Science with R

Live Online (VILT) & Classroom Corporate Training Course

This interactive and comprehensive course is a great place for attendees to get started on R programming language and its use in Data Science.

Expert-Led VILT & Classroom Hands-On CloudLabs Certification Voucher Available
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Overview

Data Science with R course covers topics like exploratory data analysis, statistics fundamentals, hypothesis testing, regression & classification modeling techniques and machine learning algorithms. Participants will learn how to create R programs that will help discover and interpret relationships in complex information and solve real world problems.

Objectives

At the end of Data Science with R training course, participants will

  • Get acquainted with various analysis and visualization tools such as Ggplot and plotly
  • Understand the behavior of data; build significant models to understand Statistics Fundamentals
  • Learn about the various R libraries like Dplyr, Data.table used to manipulate data
  • Use R libraries and work on data manipulation, data preparation and data explorations
  • Use of R graphics libraries like Ggvis, Plotly etc.
  • Learn Supervised and Unsupervised Machine Learning Algorithms

Prerequisites

Participants are expected to have basic programming knowledge.

Course Outline

  • What is Data Science?
  • Analytics Landscape
  • Life Cycle of a Data Science Project
  • Data Science Tools & Technologies

  • Intro to R Programming
  • Installing and Loading Libraries
  • Data Structures in R
  • Control & Loop Statements in R
  • Functions in R
  • Loop Functions in R
  • String Manipulation & Regular Expression in R
  • Working with Data in R
  • Data Visualization in R
  • Case Study

  • Measures of Central Tendency
  • Measures of Dispersion
  • Descriptive Statistics
  • Probability Basics
  • Marginal Probability
  • Bayes Theorem
  • Probability Distributions
  • Hypothesis Testing

  • ANOVA
  • Linear Regression (OLS)
  • Case Study: Linear Regression
  • Principal Component Analysis
  • Factor Analysis
  • Case Study: PCA/FA

  • Logistic Regression
  • Case Study: Logistic Regression
  • K-Nearest Neighbor Algorithm
  • Case Study: K-Nearest Neighbor Algorithm
  • Decision Tree
  • Case Study: Decision Tree

  • Understand Time Series Data
  • Visualizing TIme Series Components
  • Exponential Smoothing
  • Holt’s Model
  • Holt-Winter’s Model
  • ARIMA
  • Case Study: Time Series Modeling on Stock Price

Testimonials

Shamsudeen Bawa

Synergific Software Team has been very supportive, and working with them has been a best decision that we could ever made, They are just a call away. You guys are AWESOME, Thank You, Keep up the Good Work!!!

Shamsudeen Bawa

Vice President, J.P Morgan, CIS, USA

Farhan Hafiz

Synergific Software has been of great help and I plan to continue to use your services in the future for my business needs.

Farhan Hafiz

Data Architect, Fiserv

Dr. Sahdev Singh

I think Synergific Software is great. I liked that it was hassle free and easy to set up. Again, it's a great feature for a fast and cheap set up, which gives me peace of mind, as I know have a terms of use agreement.

Dr. Sahdev Singh

Under Secretary, Ministry of Law & Justice, Govt. of India

M Chikanna Swamy

I liked using Synergific Software very much. I thought the website was easy to navigate and the instructions for generating the terms was clear. I even recommended you on a Facebook Group I am a member of.

M Chikanna Swamy

Director & Learning Head, Mindtree

Why Synergific

The Synergific Training Advantage

Expert Instructors

OEM-certified trainers with 10+ years avg enterprise experience.

Hands-On CloudLabs

Real AWS, Azure & GCP environments. Practice, don't just watch.

Certification Vouchers

1,100+ official vouchers from 50+ OEMs at enterprise pricing.

Flexible Scheduling

VILT, classroom, weekends. Custom schedules for enterprise teams.

500+
Enterprises
50K+
Trained
95%
Satisfaction
92%
Pass Rate
FAQ

Frequently Asked Questions

What delivery formats are available?

We offer Live Online (VILT), in-person classroom at your premises or ours, and self-paced via our LMS. Custom blended formats are also available for enterprise teams.

Is a certification voucher included?

Certification vouchers can be included or purchased separately at enterprise pricing from our store (store.synergificsoftware.com). We offer 1,100+ vouchers from 50+ OEMs.

Can this course be customized for my team?

Absolutely. We customize curriculum, labs, case studies, and assessments to match your tech stack, team level, and business goals. Contact us for a custom proposal.

Do participants get hands-on lab access?

Yes. All courses include CloudLab access — real AWS, Azure, or GCP environments with pre-configured tools, time-boxing, and automatic cleanup.

What is the minimum batch size?

For public batches, individuals can enroll (no minimum). For custom in-house training, we recommend a minimum of 5 participants for the best experience.

Do you provide post-training support?

Yes. Participants get 30-day post-training Q&A access, session recordings (for VILT), and continued CloudLab access for practice.