Learn By Example: Statistics and Data Science in R [Video]

Learn By Example: Statistics and Data Science in R [Video]

Loonycorn

A gentle yet thorough introduction to Data Science, Statistics and R using real life examples
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Video Details

ISBN 139781788996877
Course Length9 hours and 7 minutes

Video Description

This course is a gentle yet thorough introduction to Data Science, Statistics and R using real life examples. Let’s parse that. Gentle, yet thorough: This course does not require a prior quantitative or mathematics background. It starts by introducing basic concepts such as the mean, median etc. and eventually covers all aspects of an analytics (or) data science career from analyzing and preparing raw data to visualizing your findings. Data Science, Statistics and R: This course is an introduction to Data Science and Statistics using the R programming language. It covers both the theoretical aspects of Statistical concepts and the practical implementation using R. Real life examples: Every concept is explained with the help of examples, case studies and source code in R wherever necessary. The examples cover a wide array of topics and range from A/B testing in an Internet company context to the Capital Asset Pricing Model in a quant finance context.

Style and Approach

With no prerequisites to the course, this is the hands-on course for Statistics and Data Science.

Table of Contents

What You Will Learn

  • Harness R and R packages to read, process and visualize data
  • Understand linear regression and use it confidently to build models
  • Understand the intricacies of all the different data structures in R
  • Use Linear regression in R to overcome the difficulties of LINEST() in Excel
  • Draw inferences from data and support them using tests of significance
  • Use descriptive statistics to perform a quick study of some data and present results

Authors

Table of Contents

Video Details

ISBN 139781788996877
Course Length9 hours and 7 minutes
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