Basic Statistics and Data Mining for Data Science [Video]

Basic Statistics and Data Mining for Data Science [Video]

Jesus Salcedo

3 customer reviews
Enter the world of Statistics, Data Analysis and Data Science!
Video
$10.00
RRP $124.99
Save 91%
What do I get with a Mapt Pro subscription?
  • Unlimited access to all Packt’s 5,000+ eBooks and Videos
  • Early Access content, Progress Tracking, and Assessments
  • 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 Mapt 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 Mapt 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 Mapt reader
$10.00
RRP $124.99

Frequently bought together


Basic Statistics and Data Mining for Data Science [Video] Book Cover
Basic Statistics and Data Mining for Data Science [Video]
$ 124.99
$ 10.00
Advanced Statistics and Data Mining for Data Science [Video] Book Cover
Advanced Statistics and Data Mining for Data Science [Video]
$ 124.99
$ 10.00
Buy 2 for $20.00
Save $229.98
Add to Cart

Video Details

ISBN 139781788476782
Course Length2 hours and 58 minutes

Video Description

Data science is an ever-evolving field, with exponentially growing popularity. Data science includes techniques and theories extracted from the fields of statistics, computer science, and most importantly machine learning, databases, and visualization.

This video course consists of step-by-step introductions to analyze data and the basics of statistics. The first chapter focuses on the steps to analyze data and which summary statistics are relevant given the type of data you are summarizing. The second chapter continues by focusing on summarizing individual variables and specifically some of the reasons users need to summarize variables. This chapter also illustrates several procedures, such as how to run and interpret frequencies and how to create various graphs. The third chapter introduces the idea of inferential statistics, probability, and hypothesis testing.

The rest of the chapters show you how to perform and interpret the results of basic statistical analyses (chi-square, independent and paired sample t-tests, one-way ANOVA, post-hoc tests, and bivariate correlations) and graphical displays (clustered bar charts, error bar charts, and scatterplots). You will also learn when to use different statistical techniques, how to set up different analyses, and how to interpret the results.

Style and Approach

This is an application-oriented course with a practical approach. This course discusses situations in which you would use each statistical technique, the assumptions made by the method, how to set up the analysis, and how to interpret the results. No proofs will be derived, but rather the focus will be on the practical matters of data analysis in support of answering research questions.

What You Will Learn

  • Get familiar with the basics of analyzing data
  • Exploring the importance of summarizing individual variables
  • Use inferential statistics
  • Know when to perform the Chi-Square test
  • Differentiate between independent and paired samples t-tests
  • Understand when to use a one-way ANOVA and post-hoc tests
  • Get well-versed with correlations

Authors

Video Details

ISBN 139781788476782
Course Length2 hours and 58 minutes
Read More
From 3 reviews

Read More Reviews

These popular $10 titles might interest you

Advanced Statistics and Data Mining for Data Science [Video] Book Cover
Advanced Statistics and Data Mining for Data Science [Video]
$ 124.99
$ 10.00
Statistics for Data Science [Video] Book Cover
Statistics for Data Science [Video]
$ 124.99
$ 10.00
Hands-On Data Science with Anaconda Book Cover
Hands-On Data Science with Anaconda
$ 27.99
$ 10.00
Modeling and Visualization of Data in Pandas [Video] Book Cover
Modeling and Visualization of Data in Pandas [Video]
$ 124.99
$ 10.00
Learning Go Data Structures and Algorithms [Video] Book Cover
Learning Go Data Structures and Algorithms [Video]
$ 124.99
$ 10.00
Apache Kafka Series - Kafka Streams for Data Processing [Video] Book Cover
Apache Kafka Series - Kafka Streams for Data Processing [Video]
$ 114.99
$ 10.00