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Publisher's 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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Wonderful audio textbook!

Very valuable update on many popular algorithms used today in both Big Data and Artificial Intelligence. Some stuff I knew about, but most I didn't, so its a nice overview for me. If you do Python or R, even at the hobbyist level - this book may help close some of the gaps in the algo's that are used in those environments. I'm a big fan of audio delivery of this technical content! I suggest you get the Kindle version to read along with, as many formulas are not spoken in the audio version. I don't consider that bad either, because if they read those formulas, it could suck the life out of the audiobook. Well done audio-textbook on Manning's part

4 people found this helpful