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The F# functional programming language enables developers to write simple code to solve complex problems. With F#, developers create consistent and predictable programs that are easier to test and reuse, simpler to parallelize, and are less prone to bugs.If you want to learn how to use F# to build machine learning systems, then this is the course for you! In this course, you will learn how to use F# for common machine learning tasks such as feature extraction, data preparation, and then how to apply machine learning models to these problems.
This course will give you a deeper understanding of the F# language and tools, as well as how to use them to build ML systems. We will look at the power of functional programming, how it is different from OOP, and how the F# language fits together. You’ll also see examples of the code you need to build common ML pipelines, and learn how to use F# for creating, labeling, and testing data.
The F# functional programming language enables developers to write simple code to solve complex problems. With F#, developers create consistent and predictable programs that are easier to test and reuse, simpler to parallelize, and are less prone to bugs.If you want to learn how to use F# to build machine learning systems, then this is the perfect course for you. This course will use practical examples that will show you how to develop machine learning systems in F#. You will learn functional programming techniques, data structures, and machine learning techniques that you can use later on in a project. You will also learn how to use libraries and the F# run-time to help you build your machine learning system.
In this course, you will learn:
Functional programming basics
How to use F# to build machine learning systems
How to use libraries, run-time, and F# Interactive to help you develop your machine learning system
How to parallelize machine learning algorithms
How to implement machine learning algorithms in F#
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One of the drawbacks to this approach was that we needed to recompile every time we made even a small change to the code. This slowed everything else we were doing down and because we couldn't always have someone waiting for the application to finish building. 827ec27edc