Think Julia: How to Think Like a Computer Scientist

Think Julia: How to Think Like a Computer Scientist

by Allen Downey (Author), Ben Lauwens (Author)

Synopsis

If you're just learning how to program, Julia is an excellent JIT-compiled, dynamically-typed language with a clean syntax. This hands-on guide uses Julia (version 1.0) to walk you through programming one step at a time, beginning with basic programming concepts before moving on to more advanced capabilities, such as creating new types and multiple dispatch.

Designed from the beginning for high performance, Julia is a general-purpose language not only ideal for numerical analysis and computational science, but also for web programming or scripting. Through exercises in each chapter, you'll try out programming concepts as you learn them.

Think Julia is ideal for students at the high school or college level, as well as self-learners, home-schooled students, and professionals who need to learn programming basics.

  • Start with the basics, including language syntax and semantics
  • Get a clear definition of each programming concept
  • Learn about values, variables, statements, functions, and data structures in a logical progression
  • Discover how to work with files and databases
  • Understand types, methods, and multiple dispatch
  • Use debugging techniques to fix syntax, runtime, and semantic errors
  • Explore interface design and data structures through case studies

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More Information

Format: Paperback
Pages: 450
Publisher: O′Reilly
Published: 31 May 2019

ISBN 10: 1492045039
ISBN 13: 9781492045038

Author Bio

Dr. Ben Lauwens is a military associate professor at the Signal and Image Centre (SIC), the research group of the Department of Communications, Information, Systems and Sensors (CISS) of the Faculty of Applied Sciences of the Royal Military Academy, Belgium.

Allen Downey is a Professor of Computer Science at Olin College of Engineering. He has taught at Wellesley College, Colby College and U.C. Berkeley. He has a Ph.D. in Computer Science from U.C. Berkeley and Master's and Bachelor's degrees from MIT.