Hands-On Data Analytics with R [Video]

Hands-On Data Analytics with R [Video]

Rahul Tiwari
New Release!

Analyze different datasets by reducing dimensionality, clustering, analyzing, and modeling. Be confident in your models, check their viability, and present them in an interesting and interactive manner
Packt Subscription
FREE
$9.99/m after trial
Video
$50.00
RRP $124.99
Save 59%
What do I get with a Packt subscription?
  • Exclusive monthly discount - no contract
  • Unlimited access to entire Packt library of 6500+ eBooks and Videos
  • 120 new titles added every month, on new and emerging tech
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
$50.00
$9.99 p/m after trial
RRP $124.99
Subscription
Video
Start a FREE 10-day trial

Frequently bought together


Hands-On Data Analytics with R [Video] Book Cover
Hands-On Data Analytics with R [Video]
$ 124.99
$ 50.00
Hands-On Data Exploration with R [Video] Book Cover
Hands-On Data Exploration with R [Video]
$ 124.99
$ 50.00
Buy 2 for $100.00
Save $149.98
Add to Cart

Video Description

This course will expand your understanding of statistics so you can* create analytic models in R. High-level data science techniques will be presented to you in a practical manner, to help you bridge the gap between the questions you wish to answer, the data used for analysis, and how to create some of the classic models used in data analytics.

You will start off by understanding dimensionality reduction and data mining in R and learning how to simplify complex datasets and unearth patterns from data. Moving on, you will understand hypothesis testing and p-values. You will also demonstrate one-sample and two-sample tests and the benefits they provide as very sophisticated analytical techniques. You will understand how data can give you predictive insights into the future and will conclude by presenting data in a way that will allow you to answer questions with data-driven confidence.

By the end of the course, you will be capable of utilizing R's statistical prowess to analyze a variety of datasets and present these insights effectively.

All the code files for this course are available on Github at - https://github.com/PacktPublishing/Hands-On-Data-Analytics-with-R--V-

Style and Approach

This course is designed to provide knowledge in those techniques most frequently used by covering the most commonly encountered areas of statistics and machine learning utilized in business and science today. Here, you will gain the skills necessary to analyze, predict, and present insights gathered by using these techniques in a practical setting.

Video Preview

What You Will Learn

  • Utilize a variety of R's machine learning and statistical techniques, interpret their outputs, and present these insights effectively and with confidence
  • Use dimensionality reduction to overcome this issue without too many explanatory variables
  • Mine data with common techniques such as hierarchical and K-means clustering
  • Approach data using inferential statistics to implement effective hypothesis-testing techniques, providing strong evidence for a claim about your data
  • Implement popular predictive analytic techniques that allow for the extraction of deep and hidden patterns within data
  • Ensure that the models and techniques used are appropriate; checking a model's effectiveness and reliability will make you confident in its predictive capabilities
  • Discover neat and visually effective ways of presenting your findings and predictions

Authors

Video Details

ISBN 139781789134667
Course Length2 hours 15 minutes
Read More

Read More Reviews

Recommended for You

Hands-On Data Exploration with R [Video] Book Cover
Hands-On Data Exploration with R [Video]
$ 124.99
$ 50.00
Hands-On Data Analytics for Beginners with Google Colaboratory [Video] Book Cover
Hands-On Data Analytics for Beginners with Google Colaboratory [Video]
$ 124.99
$ 50.00
Hands-On Data Science with Java [Video] Book Cover
Hands-On Data Science with Java [Video]
$ 124.99
$ 50.00
Hands-On Data Visualization with D3.js 5.0 [Video] Book Cover
Hands-On Data Visualization with D3.js 5.0 [Video]
$ 124.99
$ 50.00
Hands-On Big Data Analytics with PySpark Book Cover
Hands-On Big Data Analytics with PySpark
$ 19.99
$ 8.00
Hands-On Web Development with Bootstrap and Vue [Video] Book Cover
Hands-On Web Development with Bootstrap and Vue [Video]
$ 124.99
$ 50.00