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  #1  
11th April 2015, 01:05 PM
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IIT Hyderabad Analytics Course

Hey, I am student of the Certification course on Business Analytics at IIT Hyderabad . Due to some reasons I was not attend the Lectures of the course. Will you tell me from where I can download the Lectures notes of the IIT Hyderabad curriculum for Certification course on Business Analytics course ?
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  #2  
23rd July 2018, 03:53 PM
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Re: IIT Hyderabad Analytics Course

Hello sir, is there any one can tell me which Analytics Course is offered by IIT Hyderabad? Please provide me detail for IIT Hyderabad Analytics Course?
  #3  
23rd July 2018, 03:55 PM
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Join Date: Aug 2012
Re: IIT Hyderabad Analytics Course

The IIT Hyderabad is provides Analytics Course. The Certificate Course in Advanced Business Analytics using R is offered by IIT Hyderabad.

This program is a five-day case-study based course with extensive hands-on exercises using the R statistical software.

Candidates will develop a deeper understanding of concepts like classification, regression, time series forecasting, sentiment analysis, market basket analysis, clustering and usage of the R statistical software.

This course is being conducted by the Computer Science and Engineering Department, Indian Institute of Technology, Hyderabad.

Course dates are closed:
21st(Thursday) to 25th(Monday - Christmas) December 2017.

R statistical software: R provides a programming language and software environment for statistical computing and graphical reporting.

Here is Doc file for application of IIT Hyderabad Analytics Course:
Course contents:

Getting to know your data, data cleansing and data transformation using R

Standard linear regression using R
Building a linear model
Performance tuning of linear model
Building a polynomial model
Case study
Penalty based variable selection in regression models with many parameters

Logistic regression using R
Building a linear model for binary response data
Interpretation of regression coefficients
Classification of new cases
Building a polynomial model for binary response data
Case study
Performance tuning of model
Multinomial logistic regression

Clustering using R
K-Means and k-medoids clustering
Case study
Hierarchical clustering procedures

Time series analysis
Reading, plotting and decomposing time series data
Forcasting using exponential smoothing
ARIMA models

Market basket analysis using R

Text mining using R

Big data analytics on high performance computing systems using R parallel programming
Attached Files
File Type: doc application of IIT Hyderabad Analytics Course.doc (19.5 KB, 50 views)


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