Data Science with R

₹25,000 + taxes

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₹25,000 + taxes

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Learn R, the most widely used open source analytics tool in the world. Become a pro at R – the most widely used open source language in analytics. R is preferred by startups and smaller companies. This course is useful at multiple career stages – hence it’s recommended for professionals, students, and managers. Download Course Details
Learning Mode:  Online (Self-paced)
Certification Certification:  Jigsaw Academy
Course Duration:  3 months
Access Duration:  6 months

What you get

Faculty & Technical Support
Mobile App Access
Case Studies
UChicago Certification
Guaranteed Internships
IBM Certification
IBM Certification
In-Person Faculty Support
Placement Support
Capstone Project
Online Classes
Online Q&A Sessions
IOT Hardware Kit
IOT Hardware Kit
IconNot Applicable
* T&C apply

Tools & Curriculum Covered

Tools Tools
Pre-Requisites: High school knowledge of statistics and mathematics

An Introduction to Data Science and an Overview of the Course

Analytics Methodology and Problem Solving Frameworks

Statistics 1 - Descriptive Statistics

Statistics 2 - Inferential Statistics (Probability Distributions)

Statistics 3 - Hypothesis Testing

Statistics 4 - Advanced Hypothesis Testing

Case Study - Sales and Marketing effectiveness

An Introduction to R

Case Study - Creating different data structures in R and importing Excel workbook into R

Manipulating data with R

Case Study - Understanding the flights delay data

Data Visualization with R

Case Study - Extracting insights from Forbes data

Models and Algorithms

Data Pre-Processing - Data Exploration

Case Study - Exploratory Analysis of Response Model Data

Data Pre-Processing - Data Preparation

Case Study - Campaign Response Data - Exploration and Preparation

Predictive Analytics - Linear Regression Models

Case Study - Direct Marketing

Case Study - Predicting the Price of Houses in Boston City

Predictive Analytics - Logistic Regression Models

Case Study - Credit Card Spend Patterns

Machine Learning - Clustering Models

Case Study - Finding a Replacement for a Football Player in the Team using Clustering

Machine Learning - Decision Tree Models

Case Study - Building a Default Risk Scorecard Model

Case Study - Predicting Debit Card Usage Based on Historical Spends

Time Series Forecasting

Capstone Project and Course Wrap

Capstone Project - Building a Churn Scorecard for Telecom

Project Documentation and Deployment (Optional)

Best Practices (Optional)

Career Services (Optional)

Model Validation and Interpretation (Optional)

Advanced R Programming (Optional)

Advanced Data Manipulation with Excel (Optional)

Introduction to Text Mining (Optional)

Introduction to SQL (Optional)

Get Started with Kaggle (Optional)

Data Visualisation (Optional)


Multiple Quizzes

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You can start by browsing through our Explore Analytics section. You could also visit our Analytics Training blog for more reading material, reports and in-depth articles on other topics like data science, machine learning, artificial intelligence, Big Data and IOT. If you’d prefer watching videos, head over to our Youtube channel.

Participants can pay through an online transfer, debit card or credit card (Visa, Master Card and Amex). Foreign students can pay via credit card or PayPal.

Our programs have been designed for all students regardless of any prior knowledge of analytics, statistics or coding. We have had and continue to have many successful students who are from non-IT or non-mathematics backgrounds. But the subject matter is quantitative, and hence a background in maths, statistics or coding is helpful. If you have specific questions regarding eligibility or prerequisites for any program, please contact us at +91 9019217000.

Jigsaw Academy has been at the forefront of analytics in India for the last 8 years. In that time, the institute has been ranked #1 in the country by Analytics India Magazine multiple times, including for the last three years running. With our expert faculty and carefully designed courses, we have been able to help several students build towards a career in analytics. We also have ongoing collaborations with prestigious institutes such as the University of Chicago and Bocconi University in Milan. In addition to individuals, we are also invested in providing high-quality analytics training at the corporate level.