Data science with R

Course Objective

To provide knowledge and experience in implementation of advanced analytics strategies using the Revolution R enterprise. The course thrives to make you understand the theoretical concepts and instill capability to make business decisions through precise, accurate and high performance data analysis.

Learning Outcomes

After the successful completion of the program, you would be able to:

  • Work on an end-to-end project on R.
  • Implement the techniques of R in business applications.
  • Attain proficiency in all statistical models in R programming.
  • Exercise practical knowledge to take well analyzed business decisions.

Course Description

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Ronald Coase, a famous economist said “If you torture the data long enough, it will confess.”

Learn how to exercise and implement the advanced techniques in analytics through R programming for accurate and performance driven analysis in all business applications. This Advanced Analytics course using R provides you with niche knowledge in data analytics backed with online and offline training in theories and practical implementation in software labs.

Introduction to Analytics
  • What is Analytics?
  • Popular Tools
  • Role of Data Scientist
  • Analytics Methodology
  • Problem Definition
Statistical Concepts and their application in business
  • Descriptive Statistics
  • Probability Theory
  • Tests of significance
  • Non-parametric testing
Basic Analytic Techniques
  • Introduction to R
  • Data Exploration with R
  • Data Preparation with R
  • Data Visualization with R
Predictive Modeling Techniques
  • Linear Regression
  • Logistic Regression
  • Cluster Analysis
  • Decision Trees
  • Time Series Analysis
Conclusion & Interpretation
  • Model Validation
  • Creating Insights from statistics

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Course Extract

  Level Intermediate
    Methodology Online / Offline / Self Learning
    Duration 72Hours
    Price ₹ 17999 – Offline
₹ 12599 - Online
₹ 7199 - Self Learning
  Pre-requisites none
  Batch size 10-15 students
  Classes On weekend / Sunday
  Certificate Yes
  Placement Assistance Yes

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