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Udemy - Regression, Data Mining, Text Mining, Forecasting using R

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name:Udemy - Regression, Data Mining, Text Mining, Forecasting using R
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Description

Data Science using R is designed to cover majority of the capabilities of R from Analytics & Data Science perspective, which includes the following:

   Learn about the basic statistics, including measures of central tendency, dispersion, skewness, kurtosis, graphical representation, probability, probability distribution, etc.
   Learn about scatter diagram, correlation coefficient, confidence interval, Z distribution & t distribution, which are all required for Linear Regression understanding
   Learn about the usage of R for building Regression models

   Learn about the K-Means clustering algorithm & how to use R to accomplish the same
   Learn about the science behind text mining, word cloud, sentiment analysis & accomplish the same using R
   Learn about Forecasting models including AR, MA, ES, ARMA, ARIMA, etc., and how to accomplish the same using R
   Learn about Logistic Regression & how to accomplish the same using R

Who this course is for:

   All the IT professionals, whose experience ranges from ‘0’ onwards are eligible to take this session. Especially professionals from data analysis, data warehouse, data mining, business intelligence, reporting, data science, etc, will naturally fit in well to take this course.

Requirements

   Download R & RStudio before starting this tutorial
   Download datasets folder in zipfile which is uploaded in starting of all sections

Last updated 8/2018
YouTube 视频:
类别:Tutorials
语言:English  English
总大小:4.04 GB
哈希信息:B6B224280867281598EA3A29407FF7DF7E2D3C33
增加:tutsgalaxy Verified Uploader
加入的日期:2019-02-02 00:33:05
洪流地位:Torrent Verified


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