Deep Dive into Statistical Modeling with R [Video]

Deep Dive into Statistical Modeling with R [Video]

Olgun Aydin

Learn to acquire, manipulate, analyse, and model your data for powerful data analytics with the R programming language.
Mapt Subscription
FREE
$30.00/m after trial
Video
$18.75
RRP $124.99
Save 84%
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$18.75
$29.99 p/m after trial
RRP $124.99
Subscription
Video
Start 14 Day Trial

Frequently bought together


Deep Dive into Statistical Modeling with R [Video] Book Cover
Deep Dive into Statistical Modeling with R [Video]
$ 124.99
$ 18.75
Applied Deep Learning with TensorFlow and Google Cloud AI [Video] Book Cover
Applied Deep Learning with TensorFlow and Google Cloud AI [Video]
$ 124.99
$ 18.75
Buy 2 for $35.00
Save $214.98
Add to Cart

Video Description

R is a data analysis tool, graphical environment, and programming language. Without any prior experience in programming or statistical software, this video tutorial will help you quickly become a knowledgeable user of R. Now is the time to take control of your data and start producing superior statistical analysis with R.

In this video tutorial, you will start with a quick refresher on programming in R. You will learn to set up your R development environment, as well as work on a few simple R programs. After that you will dive right into working with different types of data structures in R, such as vectors, lists, matrices, etc. You will explore how to import and export data for your data analysis project, and also connect to databases such as PostgreSQL. From there, you will look into probabilities, distributions, and random numbers. Here you will explore discrete distributions, continuous distributions, and random number generation. Finally, you will learn to statistically model your data, and also about hypothesis testing. You will dive into descriptive statistics and graphs, parametric and non-parametric statistical methods, correlation and regression analysis, and time-series analysis.

By the end of this video course, you will be well versed with working with different types of data and modelling your data for your statistical analysis projects with the help of R.

Style and Approach

This video tutorial is a step-by-step, deep dive into all the necessary steps for statistically modelling and analysis of data with the help of the R programming language

Video Preview

What You Will Learn

  • Work with different data structures such as vectors, lists, matrices, and data frames
  • Employ discrete and continuous distributions for analysing your data
  • Model your data with the help of statistical and parametric modelling
  • Decide better models for analysis by studying information criteria
  • Efficiently predict data with the help of correlation and regression analysis

Authors

Video Details

ISBN 139781788396127
Course Length1 hour and 26 minutes
Read More

Read More Reviews

Recommended for You

Applied Deep Learning with TensorFlow and Google Cloud AI [Video] Book Cover
Applied Deep Learning with TensorFlow and Google Cloud AI [Video]
$ 124.99
$ 18.75
Hands-on Deep Learning with TensorFlow [Video] Book Cover
Hands-on Deep Learning with TensorFlow [Video]
$ 124.99
$ 18.75
Hands-On Data Analytics for Beginners with Google Colaboratory [Video] Book Cover
Hands-On Data Analytics for Beginners with Google Colaboratory [Video]
$ 124.99
$ 18.75
Hands-On Deep Learning for Images with TensorFlow Book Cover
Hands-On Deep Learning for Images with TensorFlow
$ 19.99
$ 14.00
Mastering Unsupervised Learning with Python [Video] Book Cover
Mastering Unsupervised Learning with Python [Video]
$ 124.99
$ 18.75
DevOps Fundamentals with Azure [Video] Book Cover
DevOps Fundamentals with Azure [Video]
$ 124.99
$ 18.75