Hands-On Genetic Algorithms with Python - Apply genetic algorithms to solve real-world AI and machine learning problems

Eyal Wirsansky

Sinossi

Written by Eyal Wirsansky, a senior data scientist and AI researcher with over 25 years of experience and a research background in genetic algorithms and neural networks, Hands-On Genetic Algorithms with Python offers expert insights and practical knowledge to master genetic algorithms.After an introduction to genetic algorithms and their principles of operation, you’ll find out how they differ from traditional algorithms and the types of problems they can solve, followed by applying them to search and optimization tasks such as planning, scheduling, gaming, and analytics. As you progress, you’ll delve into explainable AI and apply genetic algorithms to AI to improve machine learning and deep learning models, as well as tackle reinforcement learning and NLP tasks. This updated second edition further expands on applying genetic algorithms to NLP and XAI and speeding up genetic algorithms with concurrency and cloud computing. You’ll also get to grips with the NEAT algorithm. The book concludes with an image reconstruction project and other related technologies for future applications.By the end of this book, you’ll have gained hands-on experience in applying genetic algorithms across a variety of fields, with emphasis on artificial intelligence with Python.

Disponibile da: 12/07/2024.

Lunghezza di stampa: 418 pagine.

Scienze e tecnologia

Altri libri che potrebbero interessarti

The Psychedelic Handbook - A...

MD Rick Strassman

Entering the world of psychedelic drugs can be challenging, and many aren't sure where to start. As research continues to expand and legalization looms on the horizon for psychedelics like psilocybin, you may need a guide to navigate what psychedelics are, how they work, and their potential benefits and risks. 
 
 
 
The Psychedelic Handbook is a manual that is accessible to anyone with an interest in these substances. Packed with information on psilocybin, LSD, DMT/ayahuasca, mescaline/peyote, ketamine, MDMA, and more, this book is your ultimate reference for understanding the science and history of psychedelics; discovering their potential to treat depression, PTSD, substance abuse, and other disorders, as well as to increase wellness, creativity, and meditation; learning how to safely trip and explaining what we know about microdosing; and recognizing and caring for negative reactions. 
 
 
 
Clinical research psychiatrist, founding figure of the American psychedelic research renaissance, and bestselling author of DMT: The Spirit Molecule, Dr. Rick Strassman shares his experience and perspectives in order to help listeners understand the effects of these remarkable drugs. 
 
 
 
Contains mature themes.

Mostra libro

Incredible Minds: Tales of...

Jasper Eldridge

Incredible Minds: Tales of Triumph and Transformation
⭐⭐ Simplified Audio Guide with Explanations ⭐⭐
Are you eager to advance in your career while enriching your understanding through the captivating journey of Ben Carson?
Searching for a thorough resource that encapsulates all the essential insights from "Incredible Minds"?
Look no further!
This guide acts as your ultimate companion for deepening your knowledge, applying invaluable lessons, and engaging in meaningful reflections. With this, you're prepared for success.
Key features of this insightful guide include:
- Profound insights into Ben Carson's transformation and triumph
- Detailed exploration of the key themes and lessons from his inspiring journey
- Powerful strategies for personal growth and overcoming challenges
Our guide stands out through its comprehensive coverage, which is vital for your personal development. Concepts are not just briefly mentioned; they are thoroughly examined with clarity and depth.
Please note that this guide operates independently and is not affiliated with any official entities related to the themes discussed.
Crafted with a user-friendly approach and clear language, our guide ensures smooth navigation through various topics. Bid farewell to complicated jargon and embrace concise, clear, and engaging content.
So why wait? Click the BUY NOW button, secure your guide, and embark on your journey inspired by Ben Carson's incredible experiences!
Get ready to transform your perspective with this enlightening guide!

Mostra libro

Meditation self forgiveness and...

Stuart Newman

Meditation self forgiveness and letting go with DST Hypno with Stu Newman is a great way to help you find inner peace and clarity.  
With the guided relaxation, visualizations, and affirmations in this program, you can learn how to forgive yourself for past mistakes or traumas that may be holding you back from living your best life.  
This program will also teach you how to let go of negative thoughts or emotions so that they no longer have power over your life.  
It's an effective tool for personal growth as it helps create more positive vibes within yourself which leads to greater happiness overall!  
So if you're looking for a powerful way to improve your mental health while discovering true inner peace then give Meditation Self Forgiveness & Letting Go - DST Hypno with Stu Newman a try today!

Mostra libro

OCN Study Guide 2024-2025 -...

Shawn Blake

The critical mistake that sabotages OCN exam scores (and how you can avoid it). 
Passing the OCN exam isn’t a matter of memorizing information or knowing everything there is to know. 
  
It’s about knowing what specifically is covered on the exam itself and having a personalized plan for filling in any knowledge gaps. 
  
That’s what makes this OCN Exam guide different. Rather than leaving you to figure out how to schedule your study sessions, this book provides a 14-week preparation roadmap along with key concepts to know for each section of the exam. It specifies particular topics you’ll most likely be tested on and even shows you the percentage breakdown of all the questions by each section. 
  
Inside, you’ll discover: 
 2 full-length exams (330 questions) to practice with, along with detailed answer explanations for each to help you spot any areas of knowledge to focus onA special study “hack” that makes it easier to stay focused and prevent information overloadThe vital pre-practice step that helps you get the most out of any OCN practice test you take (don’t attempt a single practice question until you’ve done this)Detailed profiles of the 18 cancer care symptoms to know about (including etiology, frequency, and treatment options)Which oncological emergencies are you tested on, and important facts to remember for each one 
  
And much more! 
  
So whether you’re an experienced oncology nurse or still fairly new to nursing, this guide can not only help you focus on the right topics but also keep you on the path toward earning your certification. 
  
Dominate the OCN exam and take your career to the next level.

Mostra libro

The Art of Welding - Practical...

W. A. Vause

Welding is a useful skill that is increasing in demand and the basic skills required are easy to learn! The Art of Welding is a clear and practical guide to understanding basic techniques for oxyacetylene welding, brazing, flame cutting and electric arc welding with mild steel, cast iron, stainless steel, copper, brass, and aluminum in sheet, plate, or cast form. Filled with comprehensive insight, practical exercises, scaled diagrams, tables of data, and so much more, readers will learn everything they need to know about various welding techniques – from pipe welding and resistance welding to T.I.G welding, M.I.G. welding, and so much more. Author W.A. Vause spent an impressive 40 years as a welder and as a welding instructor at Queen Elizabeth College for the Disabled.

Mostra libro

Docker Unboxed - Mastering...

Sophia Bell

"Docker Unboxed: Mastering Modern Infrastructure with Container Technology" is a comprehensive guide designed for IT professionals, developers, and system administrators who are eager to harness the full potential of Docker, a leading platform in container technology.
The book opens with a thorough introduction to Docker, explaining its importance in the modern software deployment landscape. It demystifies the concept of containers, differentiating them from traditional virtual machines, and delves into the advantages of containerization in terms of efficiency, scalability, and isolation.
Subsequent chapters offer a deep dive into Docker's core components and functionalities. Readers learn to install and configure Docker on various platforms, understand Docker images and containers, and master Dockerfile to build their own images. The book emphasizes hands-on learning, providing practical examples and exercises.
A significant portion is dedicated to advanced topics like Docker Compose for multi-container applications, Docker Swarm for container orchestration, and integrating Docker with continuous integration/continuous deployment (CI/CD) pipelines. This equips professionals with the skills to deploy and manage scalable, distributed applications efficiently.
The book concludes by exploring emerging trends and future directions in container technology, ensuring readers are well-prepared to stay ahead in the rapidly evolving field of software deployment and infrastructure management.
"Docker Unboxed" is not just a technical manual; it's a roadmap for navigating and mastering the world of containerization, making it an indispensable resource for anyone looking to modernize their infrastructure with Docker.

Mostra libro