|
Books > Computing & IT > General theory of computing
|
Buy Now
MATLAB for Machine Learning (Paperback)
Loot Price: R1,430
Discovery Miles 14 300
|
|
|
MATLAB for Machine Learning (Paperback)
Expected to ship within 10 - 15 working days
|
Extract patterns and knowledge from your data in easy way using
MATLAB About This Book * Get your first steps into machine learning
with the help of this easy-to-follow guide * Learn regression,
clustering, classification, predictive analytics, artificial neural
networks and more with MATLAB * Understand how your data works and
identify hidden layers in the data with the power of machine
learning. Who This Book Is For This book is for data analysts, data
scientists, students, or anyone who is looking to get started with
machine learning and want to build efficient data processing and
predicting applications. A mathematical and statistical background
will really help in following this book well. What You Will Learn *
Learn the introductory concepts of machine learning. * Discover
different ways to transform data using SAS XPORT, import and export
tools, * Explore the different types of regression techniques such
as simple & multiple linear regression, ordinary least squares
estimation, correlations and how to apply them to your data. *
Discover the basics of classification methods and how to implement
Naive Bayes algorithm and Decision Trees in the Matlab environment.
* Uncover how to use clustering methods like hierarchical
clustering to grouping data using the similarity measures. * Know
how to perform data fitting, pattern recognition, and clustering
analysis with the help of MATLAB Neural Network Toolbox. * Learn
feature selection and extraction for dimensionality reduction
leading to improved performance. In Detail MATLAB is the language
of choice for many researchers and mathematics experts for machine
learning. This book will help you build a foundation in machine
learning using MATLAB for beginners. You'll start by getting your
system ready with t he MATLAB environment for machine learning and
you'll see how to easily interact with the Matlab workspace. We'll
then move on to data cleansing, mining and analyzing various data
types in machine learning and you'll see how to display data values
on a plot. Next, you'll get to know about the different types of
regression techniques and how to apply them to your data using the
MATLAB functions. You'll understand the basic concepts of neural
networks and perform data fitting, pattern recognition, and
clustering analysis. Finally, you'll explore feature selection and
extraction techniques for dimensionality reduction for performance
improvement. At the end of the book, you will learn to put it all
together into real-world cases covering major machine learning
algorithms and be comfortable in performing machine learning with
MATLAB. Style and approach The book takes a very comprehensive
approach to enhance your understanding of machine learning using
MATLAB. Sufficient real-world examples and use cases are included
in the book to help you grasp the concepts quickly and apply them
easily in your day-to-day work.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
You might also like..
|
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
(1)
