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Advanced Algorithms and Data Structures cover art

Advanced Algorithms and Data Structures

By: Marcello La Rocca
Narrated by: Julie Brierley
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Summary

As a software engineer, you’ll encounter countless programming challenges that initially seem confusing, difficult, or even impossible. Don’t despair! Many of these “new” problems already have well-established solutions. Advanced Algorithms and Data Structures teaches you powerful approaches to a wide range of tricky coding challenges that you can adapt and apply to your own applications. Providing a balanced blend of classic, advanced, and new algorithms, this practical guide upgrades your programming toolbox with new perspectives and hands-on techniques.

About the technology

Can you improve the speed and efficiency of your applications without investing in new hardware? Well, yes, you can: Innovations in algorithms and data structures have led to huge advances in application performance. Pick up this book to discover a collection of advanced algorithms that will make you a more effective developer.

About the book

Advanced Algorithms and Data Structures introduces a collection of algorithms for complex programming challenges in data analysis, machine learning, and graph computing. You’ll discover cutting-edge approaches to a variety of tricky scenarios. You’ll even learn to design your own data structures for projects that require a custom solution.

What's inside

  • Build on basic data structures you already know
  • Profile your algorithms to speed up application
  • Store and query strings efficiently
  • Distribute clustering algorithms with Map Reduce
  • Solve logistics problems using graphs and optimization algorithms

About the audience

For intermediate programmers.

About the author

Marcello La Rocca is a research scientist and a full-stack engineer. His focus is on optimization algorithms, genetic algorithms, machine learning, and quantum computing.

PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.

©2021 Manning Publications (P)2021 Manning Publications

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Unsuitable for Audio

It's airways referring to figures and diagrams without describing them. Little effort seems to have been put into the conversion to audio, other than reading the text of the book. Shame, because there's no reason it couldn't have been done properly with a bit more effort.

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