How Long to Read Hands-On Machine Learning with ML.NET

How Long Does it Take to Read Hands-On Machine Learning with ML.NET?

It takes the average reader 4 hours and 55 minutes to read Hands-On Machine Learning with ML.NET by Jarred Capellman

Assuming a reading speed of 250 words per minute. Learn more

Description

Create, train, and evaluate various machine learning models such as regression, classification, and clustering using ML.NET, Entity Framework, and ASP.NET Core Key FeaturesGet well-versed with the ML.NET framework and its components and APIs using practical examplesLearn how to build, train, and evaluate popular machine learning algorithms with ML.NET offeringsExtend your existing machine learning models by integrating with TensorFlow and other librariesBook Description Machine learning (ML) is widely used in many industries such as science, healthcare, and research and its popularity is only growing. In March 2018, Microsoft introduced ML.NET to help .NET enthusiasts in working with ML. With this book, you’ll explore how to build ML.NET applications with the various ML models available using C# code. The book starts by giving you an overview of ML and the types of ML algorithms used, along with covering what ML.NET is and why you need it to build ML apps. You’ll then explore the ML.NET framework, its components, and APIs. The book will serve as a practical guide to helping you build smart apps using the ML.NET library. You’ll gradually become well versed in how to implement ML algorithms such as regression, classification, and clustering with real-world examples and datasets. Each chapter will cover the practical implementation, showing you how to implement ML within .NET applications. You’ll also learn to integrate TensorFlow in ML.NET applications. Later you’ll discover how to store the regression model housing price prediction result to the database and display the real-time predicted results from the database on your web application using ASP.NET Core Blazor and SignalR. By the end of this book, you’ll have learned how to confidently perform basic to advanced-level machine learning tasks in ML.NET. What you will learnUnderstand the framework, components, and APIs of ML.NET using C#Develop regression models using ML.NET for employee attrition and file classificationEvaluate classification models for sentiment prediction of restaurant reviewsWork with clustering models for file type classificationsUse anomaly detection to find anomalies in both network traffic and login historyWork with ASP.NET Core Blazor to create an ML.NET enabled web applicationIntegrate pre-trained TensorFlow and ONNX models in a WPF ML.NET application for image classification and object detectionWho this book is for If you are a .NET developer who wants to implement machine learning models using ML.NET, then this book is for you. This book will also be beneficial for data scientists and machine learning developers who are looking for effective tools to implement various machine learning algorithms. A basic understanding of C# or .NET is mandatory to grasp the concepts covered in this book effectively.

How long is Hands-On Machine Learning with ML.NET?

Hands-On Machine Learning with ML.NET by Jarred Capellman is 287 pages long, and a total of 73,759 words.

This makes it 97% the length of the average book. It also has 90% more words than the average book.

How Long Does it Take to Read Hands-On Machine Learning with ML.NET Aloud?

The average oral reading speed is 183 words per minute. This means it takes 6 hours and 43 minutes to read Hands-On Machine Learning with ML.NET aloud.

What Reading Level is Hands-On Machine Learning with ML.NET?

Hands-On Machine Learning with ML.NET is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Hands-On Machine Learning with ML.NET?

Hands-On Machine Learning with ML.NET by Jarred Capellman is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

To buy Hands-On Machine Learning with ML.NET by Jarred Capellman on Amazon click the button below.