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Genetic Algorithms and Machine Learning for Programmers: Create AI Models and Ev
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Located in: Carrollton, Texas, United States
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eBay item number:235492842965
Item specifics
- Condition
- Book Title
- Genetic Algorithms and Machine Learning for Programmers: Create A
- ISBN
- 9781680506204
- Publication Year
- 2019
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Publication Name
- Genetic Algorithms and Machine Learning for Programmers : Create Ai Models and Evolve Solutions
- Item Height
- 0.7in
- Item Length
- 9.3in
- Publisher
- Pragmatic Programmers, LLC, T.H.E.
- Item Width
- 7.5in
- Item Weight
- 15.7 Oz
- Number of Pages
- 250 Pages
About this product
Product Information
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.
Product Identifiers
Publisher
Pragmatic Programmers, LLC, T.H.E.
ISBN-10
168050620x
ISBN-13
9781680506204
eBay Product ID (ePID)
8038597478
Product Key Features
Publication Name
Genetic Algorithms and Machine Learning for Programmers : Create Ai Models and Evolve Solutions
Format
Trade Paperback
Language
English
Publication Year
2019
Type
Textbook
Number of Pages
250 Pages
Dimensions
Item Length
9.3in
Item Height
0.7in
Item Width
7.5in
Item Weight
15.7 Oz
Additional Product Features
Lc Classification Number
Qa76.623.B86 2019
Copyright Date
2019
Target Audience
Scholarly & Professional
Topic
Intelligence (Ai) & Semantics, General, Computer Engineering
Lccn
2020-300015
Dewey Decimal
006.3/823
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Mathematics
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:235492842965
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Carrollton, Texas, United States
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| Shipping and handling | To | Service | Delivery*See Delivery notes |
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