Items related to Genetic Algorithms and Machine Learning for Programmers:...

Genetic Algorithms and Machine Learning for Programmers: Create AI Models and Evolve Solutions (Pragmatic Programmers) - Softcover

 
9781680506204: Genetic Algorithms and Machine Learning for Programmers: Create AI Models and Evolve Solutions (Pragmatic Programmers)

Synopsis

Self-driving cars, natural language recognition, and online recommendation engines are all possible thanks to Machine Learning. Now you can create your own genetic algorithms, nature-inspired swarms, Monte Carlo simulations, cellular automata, and clusters. Learn how to test your ML code and dive into even more advanced topics. If you are a beginner-to-intermediate programmer keen to understand machine learning, this book is for you.

Discover machine learning algorithms using a handful of self-contained recipes. Build a repertoire of algorithms, discovering terms and approaches that apply generally. Bake intelligence into your algorithms, guiding them to discover good solutions to problems.

In this book, you will:

  • Use heuristics and design fitness functions.
  • Build genetic algorithms.
  • Make nature-inspired swarms with ants, bees and particles.
  • Create Monte Carlo simulations.
  • Investigate cellular automata.
  • Find minima and maxima, using hill climbing and simulated annealing.
  • Try selection methods, including tournament and roulette wheels.
  • Learn about heuristics, fitness functions, metrics, and clusters.

Test your code and get inspired to try new problems. Work through scenarios to code your way out of a paper bag; an important skill for any competent programmer. See how the algorithms explore and learn by creating visualizations of each problem. Get inspired to design your own machine learning projects and become familiar with the jargon.

What You Need:

Code in C++ (>= C++11), Python (2.x or 3.x) and JavaScript (using the HTML5 canvas). Also uses matplotlib and some open source libraries, including SFML, Catch and Cosmic-Ray. These plotting and testing libraries are not required but their use will give you a fuller experience. Armed with just a text editor and compiler/interpreter for your language of choice you can still code along from the general algorithm descriptions.

"synopsis" may belong to another edition of this title.

About the Author

Frances Buontempo is the editor of ACCU's Overload magazine (https://accu.org/index.php/journal/overload_by_cover). She has published articles and given talks centered on technology and machine learning. With a PhD in data mining, she has been programming professionally since the 1990s. During her career as a programmer, she has championed unit testing, mentored newer developers, deleted quite a bit of code and fixed a variety of bugs.

"About this title" may belong to another edition of this title.

Buy Used

Condition: As New
Unread book in perfect condition...
View this item

FREE shipping within United Kingdom

Destination, rates & speeds

Search results for Genetic Algorithms and Machine Learning for Programmers:...

Seller Image

Buontempo, Frances; Coron, Tammy (EDT)
Published by Pragmatic Bookshelf, 2019
ISBN 10: 168050620X ISBN 13: 9781680506204
New Softcover

Seller: GreatBookPricesUK, Woodford Green, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 33410451-n

Contact seller

Buy New

£ 30.20
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: 9 available

Add to basket

Stock Image

Frances Buontempo
Published by The Pragmatic Programmers, 2019
ISBN 10: 168050620X ISBN 13: 9781680506204
New Paperback / softback

Seller: THE SAINT BOOKSTORE, Southport, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback / softback. Condition: New. New copy - Usually dispatched within 4 working days. 726. Seller Inventory # B9781680506204

Contact seller

Buy New

£ 30.21
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Frances Buontempo
Published by The Pragmatic Programmers, 2019
ISBN 10: 168050620X ISBN 13: 9781680506204
New PAP

Seller: PBShop.store UK, Fairford, GLOS, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

PAP. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # CW-9781680506204

Contact seller

Buy New

£ 30.22
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: 15 available

Add to basket

Stock Image

Buontempo, Frances
Published by Pragmatic Bookshelf, 2019
ISBN 10: 168050620X ISBN 13: 9781680506204
New Softcover

Seller: Ria Christie Collections, Uxbridge, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. In. Seller Inventory # ria9781680506204_new

Contact seller

Buy New

£ 31.88
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Buontempo, Frances; Coron, Tammy (EDT)
Published by Pragmatic Bookshelf, 2019
ISBN 10: 168050620X ISBN 13: 9781680506204
Used Softcover

Seller: GreatBookPricesUK, Woodford Green, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: As New. Unread book in perfect condition. Seller Inventory # 33410451

Contact seller

Buy Used

£ 32.98
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: 9 available

Add to basket

Stock Image

BUONTEMPO, FRANCES
Published by Pragmatic Bookshelf, 2019
ISBN 10: 168050620X ISBN 13: 9781680506204
New Softcover

Seller: Speedyhen, London, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: NEW. Seller Inventory # NW9781680506204

Contact seller

Buy New

£ 35.37
Convert currency
Shipping: FREE
Within United Kingdom
Destination, rates & speeds

Quantity: 2 available

Add to basket

Stock Image

Frances Buontempo
ISBN 10: 168050620X ISBN 13: 9781680506204
New Paperback

Seller: Chiron Media, Wallingford, United Kingdom

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Paperback. Condition: New. Seller Inventory # 6666-GRD-9781680506204

Contact seller

Buy New

£ 38.18
Convert currency
Shipping: £ 2.49
Within United Kingdom
Destination, rates & speeds

Quantity: 2 available

Add to basket

Seller Image

Buontempo, Frances
Published by Pragmatic Bookshelf 1/20/2019, 2019
ISBN 10: 168050620X ISBN 13: 9781680506204
New Paperback or Softback

Seller: BargainBookStores, Grand Rapids, MI, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback or Softback. Condition: New. Genetic Algorithms and Machine Learning for Programmers: Create AI Models and Evolve Solutions 0.91. Book. Seller Inventory # BBS-9781680506204

Contact seller

Buy New

£ 35.61
Convert currency
Shipping: £ 8.51
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 5 available

Add to basket

Seller Image

Buontempo, Frances; Coron, Tammy (EDT)
Published by Pragmatic Bookshelf, 2019
ISBN 10: 168050620X ISBN 13: 9781680506204
Used Softcover

Seller: GreatBookPrices, Columbia, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: As New. Unread book in perfect condition. Seller Inventory # 33410451

Contact seller

Buy Used

£ 32.05
Convert currency
Shipping: £ 14.79
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 9 available

Add to basket

Seller Image

Buontempo, Frances; Coron, Tammy (EDT)
Published by Pragmatic Bookshelf, 2019
ISBN 10: 168050620X ISBN 13: 9781680506204
New Softcover

Seller: GreatBookPrices, Columbia, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 33410451-n

Contact seller

Buy New

£ 33.59
Convert currency
Shipping: £ 14.79
From U.S.A. to United Kingdom
Destination, rates & speeds

Quantity: 9 available

Add to basket

There are 14 more copies of this book

View all search results for this book