By Mathias Brandewinder
Machine studying tasks for .NET Developers indicates you ways to construct smarter .NET functions that examine from information, utilizing easy algorithms and strategies that may be utilized to a variety of real-world difficulties. You’ll code each one venture within the typical environment of visible Studio, whereas the computer studying common sense makes use of F#, a language superb to desktop studying purposes in .NET. If you’re new to F#, this e-book provide you with every thing you want to start. If you’re already accustomed to F#, this can be your probability to place the language into motion in a thrilling new context.
In a sequence of attention-grabbing initiatives, you’ll find out how to:
- Build an optical personality attractiveness (OCR) method from scratch
- Code a unsolicited mail clear out that learns by means of example
- Use F#’s strong sort services to interface with exterior assets (in this example, facts research instruments from the R programming language)
- Transform your facts into informative beneficial properties, and use them to make exact predictions
- Find styles in info if you don’t comprehend what you’re having a look for
- Predict numerical values utilizing regression models
- Implement an clever online game that learns tips on how to play from experience
Along the way in which, you’ll research primary rules that may be utilized in all types of real-world contexts and industries, from advertisements to finance, drugs, and medical examine. whereas a few computer studying algorithms use quite complicated arithmetic, this e-book specializes in basic yet potent methods. in case you take pleasure in hacking code and information, this booklet is for you.
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