by Richard Broida | Released February 2018 | ISBN: 9781788479967

Explore practical techniques to handle real-world data programming challengesAbout This VideoSimplify parsing and processing large streams of dataBoost application performance with F#'s powerful asynchronous programming modelUse F# type providers to program with data as if it were codeIn DetailToday, developers are tasked with building applications in less time, while maintaining high standards of quality, reliability, security, and performance.This video course presents practical techniques for handling real-world data programming challenges. We'll first see how to build efficient, extensible engines to parse and process documents and data streams. Then we'll study how to process large sets of data with maximal performance and efficiency using asynchronous workflows, agents, and .NET reactive extensions. Next, we'll learn to use type providers, a unique F# feature that lets us program with data as if it were code.Downloading the example code for this course: You can download the example code files for this course on GitHub at the following link: https://github.com/PacktPublishing/Data-Programming-with-F-. If you require support please email: [email protected] Show and hide more

1. Chapter 1 : ChapterName
   • The Course Overview 00:02:07
   • Processing Data with Functions and Collection APIs 00:12:24
   • Creating Data Streams with Sequence Expressions 00:09:11
   • Generating, Merging, and Grouping Data Streams with the Collection APIs 00:09:25
   • Handling Large Documents and Data Streams 00:17:29
   • Parsing Data with FParsec 00:26:05
2. Chapter 2 : Asynchronous and Reactive Programming
   • Using FSharp Asynchronous Workflows 00:12:44
   • Designing and Controlling Asynchronous Workflows 00:08:39
   • Managing Asynchronous Input with FSharp Agents 00:13:32
   • Processing Discontinuous Input with Reactive Extensions 00:10:02
3. Chapter 3 : F# Type Providers – Data As Code
   • Using Type Providers in Your Program 00:08:58
   • Working with Relational Databases Using Type Providers 00:08:13
   • Working with Web APIs Using Type Providers 00:05:47
   • Working with Azure Using Type Providers 00:05:27
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