Machine Learning Projects for .NET Developers by Mathias Brandewinder
Machine Learning Projects for .NET Developers by Mathias Brandewinder PDF, ePub eBook D0wnl0ad
Machine Learning Projects for .NET Developers shows you how to build smarter .NET applications that learn from data, using simple algorithms and techniques that can be applied to a wide range of real-world problems. You’ll code each project in the familiar setting of Visual Studio, while the machine learning logic uses F#, a language ideally suited to machine learning applications in .NET. If you’re new to F#, this book will give you everything you need to get started. If you’re already familiar with F#, this is your chance to put the language into action in an exciting new context.
In a series of fascinating projects, you’ll learn how to:
- Build an optical character recognition (OCR) system from scratch
- Code a spam filter that learns by example
- Use F#’s powerful type providers to interface with external resources (in this case, data analysis tools from the R programming language)
- Transform your data into informative features, and use them to make accurate predictions
- Find patterns in data when you don’t know what you’re looking for
- Predict numerical values using regression models
- Implement an intelligent game that learns how to play from experience
Along the way, you’ll learn fundamental ideas that can be applied in all kinds of real-world contexts and industries, from advertising to finance, medicine, and scientific research. While some machine learning algorithms use fairly advanced mathematics, this book focuses on simple but effective approaches. If you enjoy hacking code and data, this book is for you.
What you’ll learn
- Learn vocabulary and landscape of machine learning
- Recognize patterns in problems and how to solve them
- Learn simple prediction algorithms and how to apply them
- Develop, diagnose and tune your models
- Write elegant, efficient and bug-free functional code with F#
Who this book is for
Machine Learning Projects for .NET Developers is for intermediate to advanced .NET developers who are comfortable with C#. No prior experience of machine learning techniques is required. If you’re new to F#, you’ll find everything you need to get started. If you’re already familiar with F#, you’ll find a wealth of new techniques here to interest and inspire you.
While some machine learning algorithms use fairly advanced mathematics, this book focuses on simple but effective approaches and how they can be used in actual code. If you enjoy hacking code and data, this book is for you.
From reader reviews:
Karen Wells:
Book is to be different for each grade. Book for children until eventually adult are different content. As you may know that book is very important for all of us. The book Machine Learning Projects for .NET Developers seemed to be making you to know about other understanding and of course you can take more information. It is quite advantages for you. The book Machine Learning Projects for .NET Developers is not only giving you more new information but also being your friend when you truly feel bored. You can spend your own spend time to read your e-book. Try to make relationship using the book Machine Learning Projects for .NET Developers. You never feel lose out for everything in case you read some books.
James Smith:
Spent a free time for you to be fun activity to do! A lot of people spent their leisure time with their family, or their particular friends. Usually they performing activity like watching television, going to beach, or picnic from the park. They actually doing same every week. Do you feel it? Do you want to something different to fill your current free time/ holiday? May be reading a book can be option to fill your totally free time/ holiday. The first thing you ask may be what kinds of reserve that you should read. If you want to test look for book, may be the guide untitled Machine Learning Projects for .NET Developers can be good book to read. May be it could be best activity to you.
Linda Gordon:
In this particular era which is the greater man or woman or who has ability in doing something more are more special than other. Do you want to become certainly one of it? It is just simple solution to have that. What you need to do is just spending your time not much but quite enough to experience a look at some books. On the list of books in the top record in your reading list is definitely Machine Learning Projects for .NET Developers. This book that is certainly qualified as The Hungry Mountains can get you closer in turning out to be precious person. By looking upward and review this e-book you can get many advantages.
Read Machine Learning Projects for .NET Developers by Mathias Brandewinder for online ebook
Machine Learning Projects for .NET Developers by Mathias Brandewinder Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Machine Learning Projects for .NET Developers by Mathias Brandewinder books to read online.
Komentar
Posting Komentar