Machine Learning Classification Algorithms using MATLAB [Video]

Machine Learning Classification Algorithms using MATLAB [Video]

Nouman Azam

2 customer reviews
Learn to Implement Classification Algorithms in One of the Most Power Tool used by Scientists and Engineer.
Mapt Subscription
FREE
$0.00/m after trial
Video
$10.01
RRP $198.99
Save 94%
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 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
$0.00
$10.01
$29.99 p/m after trial
RRP $198.99
Subscription
Video
Start 14 Day Trial

Frequently bought together


Machine Learning Classification Algorithms using MATLAB [Video] Book Cover
Machine Learning Classification Algorithms using MATLAB [Video]
$ 198.99
$ 10.01
Machine Learning with C++ : Choosing the Right Algorithm [Video] Book Cover
Machine Learning with C++ : Choosing the Right Algorithm [Video]
$ 124.99
$ 10.00
Buy 2 for $20.01
Save $303.97
Add to Cart

Video Details

ISBN 139781788992213
Course Length6 hours and 53 minutes

Video Description

This course is designed to cover one of the most interesting areas of machine learning called classification. I will take you step-by-step in this course and will first cover the basics of MATLAB. Following that we will look into the details of how to use different machine learning algorithms using MATLAB. Specifically, we will be looking at the MATLAB toolbox called statistic and machine learning toolbox. We will implement some of the most commonly used classification algorithms such as K-Nearest Neighbor, Naive Bayes, Discriminant Analysis, Decision Tress, Support Vector Machines, Error Correcting Output Codes and Ensembles. Following that we will be looking at how to cross validate these models and how to evaluate their performances. Intuition into the classification algorithms is also included so that a person with no mathematical background can still comprehend the essential ideas. The following are the course outlines.

Segment 1: Instructor and Course Introduction
Segment 2: MATLAB Crash Course
Segment 3: Grabbing and Importing Dataset
Segment 4: K-Nearest Neighbor
Segment 5: Naive Bayes
Segment 6: Decision Trees
Segment 7: Discriminant Analysis
Segment 8: Support Vector Machines
Segment 9: Error Correcting Output Codes
Segment 10: Classification with Ensembles
Segment 11: Validation Methods
Segment 12: Evaluating Performance

Style and Approach

This course is really good for a beginner. It will help you to start from the ground up and move on to more complicated areas. You receive knowledge from a Ph.D. in Computer science (machine learning) with over 10 years of teaching and research experience,

Table of Contents

What You Will Learn

  • Use machines learning algorithms confidently in MALTAB
  • Build classification learning models and customize them based on the datasets
  • Compare the performance of different classification algorithms
  • Learn the intuition behind classification algorithms
  • Create automatically generated reports for sharing your analysis results with friends and colleague

Authors

Table of Contents

Video Details

ISBN 139781788992213
Course Length6 hours and 53 minutes
Read More
From 2 reviews

Read More Reviews

Recommended for You

Machine Learning with C++ : Choosing the Right Algorithm [Video] Book Cover
Machine Learning with C++ : Choosing the Right Algorithm [Video]
$ 124.99
$ 10.00
AWS SageMaker, Machine Learning and AI with Python [Video] Book Cover
AWS SageMaker, Machine Learning and AI with Python [Video]
$ 187.99
$ 10.01
Learn to Build Amazon Alexa Skills and Converse with Machines [Video] Book Cover
Learn to Build Amazon Alexa Skills and Converse with Machines [Video]
$ 190.99
$ 10.01
Hands-on Machine Learning for Data Mining [Video] Book Cover
Hands-on Machine Learning for Data Mining [Video]
$ 124.99
$ 10.00
Getting Started with Machine Learning in R [Video] Book Cover
Getting Started with Machine Learning in R [Video]
$ 124.99
$ 10.00
Python Machine Learning Tips, Tricks, and Techniques [Video] Book Cover
Python Machine Learning Tips, Tricks, and Techniques [Video]
$ 124.99
$ 10.00