Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
|
Buy Now
Machine Learning for Data Mining - Improve your data mining capabilities with advanced predictive modeling (Paperback)
Loot Price: R862
Discovery Miles 8 620
|
|
Machine Learning for Data Mining - Improve your data mining capabilities with advanced predictive modeling (Paperback)
Expected to ship within 10 - 15 working days
|
Get efficient in performing data mining and machine learning using
IBM SPSS Modeler Key Features Learn how to apply machine learning
techniques in the field of data science Understand when to use
different data mining techniques, how to set up different analyses,
and how to interpret the results A step-by-step approach to
improving model development and performance Book DescriptionMachine
learning (ML) combined with data mining can give you amazing
results in your data mining work by empowering you with several
ways to look at data. This book will help you improve your data
mining techniques by using smart modeling techniques. This book
will teach you how to implement ML algorithms and techniques in
your data mining work. It will enable you to pair the best
algorithms with the right tools and processes. You will learn how
to identify patterns and make predictions with minimal human
intervention. You will build different types of ML models, such as
the neural network, the Support Vector Machines (SVMs), and the
Decision tree. You will see how all of these models works and what
kind of data in the dataset they are suited for. You will learn how
to combine the results of different models in order to improve
accuracy. Topics such as removing noise and handling errors will
give you an added edge in model building and optimization. By the
end of this book, you will be able to build predictive models and
extract information of interest from the dataset What you will
learn Hone your model-building skills and create the most accurate
models Understand how predictive machine learning models work
Prepare your data to acquire the best possible results Combine
models in order to suit the requirements of different types of data
Analyze single and multiple models and understand their combined
results Derive worthwhile insights from your data using histograms
and graphs Who this book is forIf you are a data scientist, data
analyst, and data mining professional and are keen to achieve a 30%
higher salary by adding machine learning to your skillset, then
this is the ideal book for you. You will learn to apply machine
learning techniques to various data mining challenges. No prior
knowledge of machine learning is assumed.
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!
|
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.