Business Analytics & Data Mining Modeling Using R Part II

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Free Online Course: Business Analytics & Data Mining Modeling Using R Part II provided by Swayam is a comprehensive online course, which lasts for 4 weeks long. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from Swayam. Business Analytics & Data Mining Modeling Using R Part II is taught by Prof.Gaurav Dixit.

Overview
  • Objective of this course is to impart knowledge on use of data mining techniques for deriving business intelligence to achieve organizational goals. Use of R (statistical computing software) to build, assess, and compare models based on real datasets and cases with an easy-to-follow learning curve.INTENDED AUDIENCE: UG & PG engineering students: all branches, MBA students, Professionals working in or aspiring for Business Analyst, Data Analyst, Data Scientist, and Data Engineer rolesPREREQUISITES: Business Analytics & Data Mining Modeling Using RINDUSTRY SUPPORT: Big Data companies, Analytics & Consultancy companies, Companies with Analytics Division

Syllabus
  • Week 1 :Unsupervised Learning Methods : Association Rules
    Week 2 : Unsupervised Learning Methods : Cluster Analysis
    Week 3 :Time Series Forecasting: Understanding Time Series and Regression-Based Forecasting Methods
    Week 4 :Time Series Forecasting: Smoothing Methods and Conclusion