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Thoughtful Machine Learning

A Test-Driven Approach

av Matthew Kirk ...

Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks.Machine-learning algorithms often ... Läs mer

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Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks.Machine-learning algorithms often
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50 Algorithms Every Programmer Should Know

Tackle computer science challenges with classic to modern algorithms in machine learning, software design, data systems, and cryptography

av Imran Ahmad ...

Delve into the realm of generative AI and large language models (LLMs) while exploring modern deep learning techniques, including LSTMs, GRUs, RNNs with new chapters included in this 50% new edition overhaul Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesFamiliarize yourself with advanced deep learning architecturesExplore newer topics, such as handling hidden ... Läs mer

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Delve into the realm of generative AI and large language models (LLMs) while exploring modern deep learning techniques, including LSTMs, GRUs, RNNs with new chapters included in this 50% new edition overhaul Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesFamiliarize yourself with advanced deep learning architecturesExplore newer topics, such as handling hidden
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

av Aurélien Géron ...

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) ... Läs mer

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ChatGPT Unplugged Complete Guide

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av Julien NGUYEN ...

In a world where technology is advancing faster than ever before, how can we demystify one of the most groundbreaking innovations of our era: Artificial Intelligence? How can a machine replicate human conversation so authentically that we can’t distinguish between man and machine?Guided by a digital transformation expert with over fifteen years of experience, embark on a journey through time, from ... Läs mer

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The Creativity Code

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av Marcus du Sautoy ...

Will a computer ever compose a symphony, write a prize-winning novel, or paint a masterpiece? And if so, would we be able to tell the difference?As humans, we have an extraordinary ability to create works of art that elevate, expand and transform what it means to be alive.Yet in many other areas, new developments in AI are shaking up the status quo, as we find out how many of the tasks humans ... Läs mer

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Will a computer ever compose a symphony, write a prize-winning novel, or paint a masterpiece? And if so, would we be able to tell the difference?As humans, we have an extraordinary ability to create works of art that elevate, expand and transform what it means to be alive.Yet in many other areas, new developments in AI are shaking up the status quo, as we find out how many of the tasks humans
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ChatGPT

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ChatGPT: An In-depth Examination of a Large Language Model" is a comprehensive guide to understanding and utilizing the capabilities of the cutting-edge language model developed by OpenAI. The book covers the purpose, history, technical details, and potential applications of ChatGPT, as well as ethical considerations and potential negative impacts. With real-world examples and case studies, this ... Läs mer

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av Gary Stevens ...

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What Is ChatGPT Doing

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av Stephen Wolfram ...

Nobody expected this—not even its creators: ChatGPT has burst onto the scene as an AI capable of writing at a convincingly human level. But how does it really work? What's going on inside its "AI mind"? In this short book, prominent scientist and computation pioneer Stephen Wolfram provides a readable and engaging explanation that draws on his decades-long unique experience at the frontiers of ... Läs mer

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How To Think About AI

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av Richard Susskind ...

Revealing the unfolding story of Artificial Intelligence, Richard Susskind presents a short non-technical guide that challenges us to think differently about AI. Susskind brings AI out of computing laboratories, big tech companies, and start-ups - and into everyday life. In recent years, and certainly since the launch of ChatGPT, there has been massive public and professional interest in ... Läs mer

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av Mohan Krishnamurthy, Perplexity AI ...

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av Paul Iusztin, Maxime Labonne ...

Step into the world of LLMs with this practical guide that takes you from the fundamentals to deploying advanced applications using LLMOps best practices Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesBuild and refine LLMs step by step, covering data preparation, RAG, and fine-tuningLearn essential skills for deploying and monitoring LLMs, ensuring optimal ... Läs mer

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Step into the world of LLMs with this practical guide that takes you from the fundamentals to deploying advanced applications using LLMOps best practices Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesBuild and refine LLMs step by step, covering data preparation, RAG, and fine-tuningLearn essential skills for deploying and monitoring LLMs, ensuring optimal
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av John Berryman, Albert Ziegler ...

Large language models (LLMs) are revolutionizing the world, promising to automate tasks and solve complex problems. A new generation of software applications are using these models as building blocks to unlock new potential in almost every domain, but reliably accessing these capabilities requires new skills. This book will teach you the art and science of prompt engineering-the key to unlocking ... Läs mer

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How to Speak Whale

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Python Machine Learning by Example

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A comprehensive guide to get you up to speed with the latest developments of practical machine learning with Python and upgrade your understanding of machine learning (ML) algorithms and techniquesKey FeaturesDive into machine learning algorithms to solve the complex challenges faced by data scientists todayExplore cutting edge content reflecting deep learning and reinforcement learning ... Läs mer

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A comprehensive guide to get you up to speed with the latest developments of practical machine learning with Python and upgrade your understanding of machine learning (ML) algorithms and techniquesKey FeaturesDive into machine learning algorithms to solve the complex challenges faced by data scientists todayExplore cutting edge content reflecting deep learning and reinforcement learning
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Data Science on AWS

av Chris Fregly, Antje Barth ...

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With this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects on Amazon Web Services. The Amazon AI and machine learning stack unifies data science, data engineering, and application development to help level up your skills. This guide shows you how to build and run pipelines in the cloud, then integrate the results into
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av Erik J. Larson ...

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**“Exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it.” —John Horgan“If you want to know about AI, read this book…It shows how a supposedly futuristic reverence for Artificial Intelligence retards progress when it denigrates our most irreplaceable resource for any future progress: our own human intelligence.” —Peter Thiel**Ever since Alan Turing
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Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devicesKey FeaturesIntroduces and then uses TensorFlow 2 and Keras right from the startTeaches key machine and deep learning techniquesUnderstand the fundamentals of deep learning and machine learning through clear explanations and extensive code samplesBook DescriptionDeep ... Läs mer

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Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devicesKey FeaturesIntroduces and then uses TensorFlow 2 and Keras right from the startTeaches key machine and deep learning techniquesUnderstand the fundamentals of deep learning and machine learning through clear explanations and extensive code samplesBook DescriptionDeep
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ChatGPT & DALL-E Simplified: Understand how and why they work

Navigating the World of ChatGPT and DALL-E: Insights into Artificial Intelligence for Everyday Use

av Waheed Khan ...

"ChatGPT & DALL-E Simplified: Understand how and why they work" is an essential read for anyone looking to delve into the world of artificial intelligence and its groundbreaking applications. This comprehensive book demystifies the complex technologies behind ChatGPT and DALL-E, two of the most innovative AI tools of our time.Understanding ChatGPT : Uncover the intricacies of ChatGPT, an AI marvel ... Läs mer

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"ChatGPT & DALL-E Simplified: Understand how and why they work" is an essential read for anyone looking to delve into the world of artificial intelligence and its groundbreaking applications. This comprehensive book demystifies the complex technologies behind ChatGPT and DALL-E, two of the most innovative AI tools of our time.Understanding ChatGPT : Uncover the intricacies of ChatGPT, an AI marvel
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AI Engineering

Building Applications with Foundation Models

av Chip Huyen ...

Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build ... Läs mer

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Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build
... Läs mer

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Rekommenderas för dig

Naturlig språkbehandling E-böcker

Thoughtful Machine Learning

50 Algorithms Every Programmer Should Know

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

ChatGPT Unplugged Complete Guide

The Creativity Code

The Scaling Era

ChatGPT

ChatGPT

What Is ChatGPT Doing

How To Think About AI

Building Machine Learning Systems with a Feature Store

Learning Perplexity from Perplexity

Retrieval-Augmented Generation (RAG): Empowering Large Language Models (LLMs)

LLM Engineer's Handbook

Prompt Engineering for LLMs

Left Brain, Right Code. Everything with a Soul Sings

How to Speak Whale

Python Machine Learning by Example

Data Science on AWS

The Myth of Artificial Intelligence

Quick Start Guide to Large Language Models

Deep Learning with TensorFlow 2 and Keras

ChatGPT & DALL-E Simplified: Understand how and why they work

AI Engineering