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Hands-On Genetic Algorithms with Python

Applying genetic algorithms to solve real-world deep learning and artificial intelligence problems

de Eyal Wirsansky ...

Explore the ever-growing world of genetic algorithms to solve search, optimization, and AI-related tasks, and improve machine learning models using Python libraries such as DEAP, scikit-learn, and NumPyKey FeaturesExplore the ins and outs of genetic algorithms with this fast-paced guideImplement tasks such as feature selection, search optimization, and cluster analysis using PythonSolve ... Leer más

$37.99 USD o gratis con Kobo Plus

Explore the ever-growing world of genetic algorithms to solve search, optimization, and AI-related tasks, and improve machine learning models using Python libraries such as DEAP, scikit-learn, and NumPyKey FeaturesExplore the ins and outs of genetic algorithms with this fast-paced guideImplement tasks such as feature selection, search optimization, and cluster analysis using PythonSolve
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Hands-On Genetic Algorithms with Python

Apply genetic algorithms to solve real-world AI and machine learning problems

de Eyal Wirsansky ...

Explore the ever-growing world of genetic algorithms to build and enhance AI applications involving search, optimization, machine learning, deep learning, NLP, and XAI using Python librariesKey FeaturesLearn how to implement genetic algorithms using Python libraries DEAP, scikit-learn, and NumPyTake advantage of cloud computing technology to increase the performance of your solutionsDiscover bio ... Leer más

$30.99 USD o gratis con Kobo Plus

Explore the ever-growing world of genetic algorithms to build and enhance AI applications involving search, optimization, machine learning, deep learning, NLP, and XAI using Python librariesKey FeaturesLearn how to implement genetic algorithms using Python libraries DEAP, scikit-learn, and NumPyTake advantage of cloud computing technology to increase the performance of your solutionsDiscover bio
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Beautiful Code

Leading Programmers Explain How They Think

de Greg Wilson, Andy Oram ...

How do the experts solve difficult problems in software development? In this unique and insightful book, leading computer scientists offer case studies that reveal how they found unusual, carefully designed solutions to high-profile projects. You will be able to look over the shoulder of major coding and design experts to see problems through their eyes.This is not simply another design patterns ... Leer más

$25.99 USD

How do the experts solve difficult problems in software development? In this unique and insightful book, leading computer scientists offer case studies that reveal how they found unusual, carefully designed solutions to high-profile projects. You will be able to look over the shoulder of major coding and design experts to see problems through their eyes.This is not simply another design patterns
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R in a Nutshell

A Desktop Quick Reference

de Joseph Adler ...

If you’re considering R for statistical computing and data visualization, this book provides a quick and practical guide to just about everything you can do with the open source R language and software environment. You’ll learn how to write R functions and use R packages to help you prepare, visualize, and analyze data. Author Joseph Adler illustrates each process with a wealth of examples from ... Leer más

$36.99 USD

If you’re considering R for statistical computing and data visualization, this book provides a quick and practical guide to just about everything you can do with the open source R language and software environment. You’ll learn how to write R functions and use R packages to help you prepare, visualize, and analyze data. Author Joseph Adler illustrates each process with a wealth of examples from
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Python: Real World Machine Learning

de Prateek Joshi, John Hearty, Bastiaan Sjardin, Luca Massaron, Alberto Boschetti ...

Learn to solve challenging data science problems by building powerful machine learning models using PythonAbout This BookUnderstand which algorithms to use in a given context with the help of this exciting recipe-based guideThis practical tutorial tackles real-world computing problems through a rigorous and effective approachBuild state-of-the-art models and develop personalized recommendations to ... Leer más

$64.99 USD o gratis con Kobo Plus

Learn to solve challenging data science problems by building powerful machine learning models using PythonAbout This BookUnderstand which algorithms to use in a given context with the help of this exciting recipe-based guideThis practical tutorial tackles real-world computing problems through a rigorous and effective approachBuild state-of-the-art models and develop personalized recommendations to
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Algorithms For Dummies

de John Paul Mueller, Luca Massaron ...

Your secret weapon to understanding—and using!—one of the most powerful influences in the world todayFrom your Facebook News Feed to your most recent insurance premiums—even making toast!—algorithms play a role in virtually everything that happens in modern society and in your personal life. And while they can seem complicated from a distance, the reality is that, with a little help, anyone can ... Leer más

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Your secret weapon to understanding—and using!—one of the most powerful influences in the world todayFrom your Facebook News Feed to your most recent insurance premiums—even making toast!—algorithms play a role in virtually everything that happens in modern society and in your personal life. And while they can seem complicated from a distance, the reality is that, with a little help, anyone can
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Learning Genetic Algorithms with Python

Empower the performance of Machine Learning and AI models with the capabilities of a powerful search algorithm (English Edition)

de Ivan Gridin ...

Genetic algorithms are one of the most straightforward and powerful techniques used in machine learning. This book ‘Learning Genetic Algorithms with Python’ guides the reader right from the basics of genetic algorithms to its real practical implementation in production environments. Each of the chapters gives the reader an intuitive understanding of each concept. You will learn how to build a ... Leer más

$14.99 USD o gratis con Kobo Plus

Genetic algorithms are one of the most straightforward and powerful techniques used in machine learning. This book ‘Learning Genetic Algorithms with Python’ guides the reader right from the basics of genetic algorithms to its real practical implementation in production environments. Each of the chapters gives the reader an intuitive understanding of each concept. You will learn how to build a
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CUDA Application Design and Development

de Rob Farber ...

As the computer industry retools to leverage massively parallel graphics processing units (GPUs), this book is designed to meet the needs of working software developers who need to understand GPU programming with CUDA and increase efficiency in their projects. CUDA Application Design and Development starts with an introduction to parallel computing concepts for readers with no previous parallel ... Leer más

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As the computer industry retools to leverage massively parallel graphics processing units (GPUs), this book is designed to meet the needs of working software developers who need to understand GPU programming with CUDA and increase efficiency in their projects. CUDA Application Design and Development starts with an introduction to parallel computing concepts for readers with no previous parallel
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Elegant SciPy

The Art of Scientific Python

de Juan Nunez-Iglesias, Stéfan van der Walt, Harriet Dashnow ...

Welcome to Scientific Python and its community. If you’re a scientist who programs with Python, this practical guide not only teaches you the fundamental parts of SciPy and libraries related to it, but also gives you a taste for beautiful, easy-to-read code that you can use in practice. You’ll learn how to write elegant code that’s clear, concise, and efficient at executing the task at hand ... Leer más

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Welcome to Scientific Python and its community. If you’re a scientist who programs with Python, this practical guide not only teaches you the fundamental parts of SciPy and libraries related to it, but also gives you a taste for beautiful, easy-to-read code that you can use in practice. You’ll learn how to write elegant code that’s clear, concise, and efficient at executing the task at hand
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Mastering Machine Learning for Penetration Testing

Develop an extensive skill set to break self-learning systems using Python

de Chiheb Chebbi ...

Become a master at penetration testing using machine learning with PythonKey FeaturesIdentify ambiguities and breach intelligent security systemsPerform unique cyber attacks to breach robust systemsLearn to leverage machine learning algorithmsBook DescriptionCyber security is crucial for both businesses and individuals. As systems are getting smarter, we now see machine learning interrupting ... Leer más

$34.99 USD o gratis con Kobo Plus

Become a master at penetration testing using machine learning with PythonKey FeaturesIdentify ambiguities and breach intelligent security systemsPerform unique cyber attacks to breach robust systemsLearn to leverage machine learning algorithmsBook DescriptionCyber security is crucial for both businesses and individuals. As systems are getting smarter, we now see machine learning interrupting
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Getting started with Deep Learning for Natural Language Processing

Learn how to build NLP applications with Deep Learning (English Edition)

de Sunil Patel ...

Natural language processing (NLP) is one of the areas where many Machine Learning and Deep Learning techniques are applied.This book covers wide areas, including the fundamentals of Machine Learning, Understanding and optimizing Hyperparameters, Convolution Neural Networks (CNN), and Recurrent Neural Networks (RNN). This book not only covers the classical concept of text processing but also shares ... Leer más

$14.99 USD o gratis con Kobo Plus

Natural language processing (NLP) is one of the areas where many Machine Learning and Deep Learning techniques are applied.This book covers wide areas, including the fundamentals of Machine Learning, Understanding and optimizing Hyperparameters, Convolution Neural Networks (CNN), and Recurrent Neural Networks (RNN). This book not only covers the classical concept of text processing but also shares
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Hands-On Neural Networks

Learn how to build and train your first neural network model using Python

de Leonardo De Marchi, Laura Mitchell ...

Design and create neural networks with deep learning and artificial intelligence principles using OpenAI Gym, TensorFlow, and KerasKey FeaturesExplore neural network architecture and understand how it functionsLearn algorithms to solve common problems using backpropagation and perceptronsUnderstand how to apply neural networks to applications with the help of useful illustrationsBook ... Leer más

$26.99 USD o gratis con Kobo Plus

Design and create neural networks with deep learning and artificial intelligence principles using OpenAI Gym, TensorFlow, and KerasKey FeaturesExplore neural network architecture and understand how it functionsLearn algorithms to solve common problems using backpropagation and perceptronsUnderstand how to apply neural networks to applications with the help of useful illustrationsBook
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Hands-On Genetic Algorithms with Python

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Beautiful Code

R in a Nutshell

Python: Real World Machine Learning

Algorithms For Dummies

Learning Genetic Algorithms with Python

CUDA Application Design and Development

Elegant SciPy

Mastering Machine Learning for Penetration Testing

Getting started with Deep Learning for Natural Language Processing

Hands-On Neural Networks

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