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Analytics foundation & Data science with R

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Rajarajeshwari Nagar, Bangalore

Course ID: 43309

Rajarajeshwari Nagar, Bangalore

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About the Course

Who is this course for?


This tutorial is designed for software programmers, statisticians and data miners who are looking forward for developing statistical software using R programming. If you are trying to understand the R programming language as a beginner, this tutorial will give you enough understanding on almost all the concepts of the language from where you can take yourself to higher levels of expertise.


What will the students learn in this course?


Unit 1: An overview of Data Science and Analytics    


Unit 2: Business Statistics & Applications


Unit 3: An Introduction to R Language and Platform


Unit 4: A Perspective on Big Data Analytics


Unit 5: Predictive models and Machine learning


 Is there anything the students need to bring to the class


 Interest to learn the Data Science concept.


Prerequisites


Before proceeding with this tutorial, you should have a basic understanding of Computer Programming terminologies. A basic understanding of any of the programming languages will help you in understanding the R programming concepts and move fast on the learning track.


 


CASE STUDIES AND PROJECTS


Store Clustering Objective of the study was to create clusters based on certain parameters. There are 515 store spread across Tamil Nadu and Karnataka to identify the buying behavior in these stores. K-Means Clustering technique used in R to analyze data, create cluster profiles and provide recommendations based on cluster profiles


 Car Price Estimation Objective of the study was to run a regression model that will  explain the price of a car as a function of different attributes. Linear Regression modeling technique used in R to analyze and formulate the results.

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About the Trainer

Hayavadan Nargund picture

4.5 Avg Rating

10 Reviews

10 Students

1 Courses

Hayavadan Nargund

MCA

5 Years of Experience

I am working as a Asst.Professor(Dept of MCA) in engineering College Bangalore with 10 years of academic experience.
I have completed post graduate in computer applications.
I Handled subjects like - C,C++,CG,SP,JAVA,J2EE,UNIX,ADA,OOMD,NOSQL,BigData Analytics.

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