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Wolfram U

Writing High-Performance Code in Wolfram Language: Wolfram U Class

via Wolfram U

Overview

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Tips and tricks to ensure that your Wolfram Language code executes as fast as possible. Covers efficiency, data types and structures, parallelization, use of built-in functions, compilation, caching, memoization, optimization.

Course Overview
Wolfram Language is an extremely flexible language, suitable for rapid prototyping and high-performance execution, but the flexibility to solve problems in many different ways can also lead to writing suboptimal code. This video will explore some of the key issues you can address to optimize your Wolfram Language code. It will also share tips and tricks to ensure that your code executes as fast as possible.Featured Products & Technologies: Wolfram Language and Wolfram Notebooks (available in Mathematica, Wolfram|One, and Wolfram|Alpha Notebook Edition)
You'll Learn To


Evaluate the efficiency of different approaches to the same outcome
Identify optimal data types and data structures for faster results
Parallelize code and decide when it is most effective to do so


Determine when to use built-in functions for maximum efficiency
Utilize compilation, caching and memoization for automatic optimization








Ask questions or start a discussion about related topics on Wolfram Community





Related Resources

Video LessonTips for Writing Fast CodeVideo LessonFunctional Programming Quick StartVIDEO COURSEExploring and Getting Started with Wolfram LanguageDOCUMENTATIONData Structures Guide


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Syllabus

  • Evaluate the efficiency of different approaches to the same outcome
  • Identify optimal data types and data structures for faster results
  • Parallelize code and decide when it is most effective to do so
  • Determine when to use built-in functions for maximum efficiency
  • Utilize compilation, caching and memoization for automatic optimization

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