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Generative AI with Python and PyTorch

Navigating the AI frontier with LLMs, Stable Diffusion, and next-gen AI applications

de Joseph Babcock, Raghav Bali ...

Master GenAI techniques to create images and text using variational autoencoders (VAEs), generative adversarial networks (GANs), LSTMs, and large language models (LLMs)Key FeaturesImplement real-world applications of LLMs and generative AIFine-tune models with PEFT and LoRA to speed up trainingExpand your LLM toolbox with Retrieval Augmented Generation (RAG) techniques, LangChain, and ... Leer más

$39.99 USD o gratis con Kobo Plus

Master GenAI techniques to create images and text using variational autoencoders (VAEs), generative adversarial networks (GANs), LSTMs, and large language models (LLMs)Key FeaturesImplement real-world applications of LLMs and generative AIFine-tune models with PEFT and LoRA to speed up trainingExpand your LLM toolbox with Retrieval Augmented Generation (RAG) techniques, LangChain, and
... Leer más
Python迁移学习

Chinese Edition

de Posts & Telecom Press, Dipanjan Sarkar, Raghav Bali, Tamoghna Ghosh ...

使用TensorFlow和Keras实现高级深度学习和神经网络模型Key Features快速掌握知识点用实操夯实迁移学习理论掌握实用技能Book Description迁移学习是机器学习技术的一种，它可以从一系列机器学习问题的训练中获得知识，并将这些知识用于训练其他相似类型的问题。本书分为3个部分：第1部分是深度学习基础，介绍了机器学习的基础知识、深度学习的基础知识和深度学习的架构；第2部分是迁移学习精要，介绍了迁移学习的基础知识和迁移学习的威力；第3部分是迁移学习案例研究，介绍了图像识别和分类、文本文档分类、音频事件识别和分类、DeepDream算法、风格迁移、自动图像扫描生成器、图像着色等内容。本书适合数据科学家、机器学习工程师和数据分析师阅读，也适合对机器学习和迁移学习感兴趣的读者阅读。在阅读本书之前，希望读者对机器学习和Python编程有基本的掌握。What you will ... Leer más

$35.99 USD o gratis con Kobo Plus

使用TensorFlow和Keras实现高级深度学习和神经网络模型Key Features快速掌握知识点用实操夯实迁移学习理论掌握实用技能Book Description迁移学习是机器学习技术的一种，它可以从一系列机器学习问题的训练中获得知识，并将这些知识用于训练其他相似类型的问题。本书分为3个部分：第1部分是深度学习基础，介绍了机器学习的基础知识、深度学习的基础知识和深度学习的架构；第2部分是迁移学习精要，介绍了迁移学习的基础知识和迁移学习的威力；第3部分是迁移学习案例研究，介绍了图像识别和分类、文本文档分类、音频事件识别和分类、DeepDream算法、风格迁移、自动图像扫描生成器、图像着色等内容。本书适合数据科学家、机器学习工程师和数据分析师阅读，也适合对机器学习和迁移学习感兴趣的读者阅读。在阅读本书之前，希望读者对机器学习和Python编程有基本的掌握。What you will
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Generative AI with Python and TensorFlow 2

Create images, text, and music with VAEs, GANs, LSTMs, Transformer models

de Joseph Babcock, Raghav Bali ...

This edition is heavily outdated and we have a new edition with PyTorch examples published!Key FeaturesCode examples are in TensorFlow 2, which make it easy for PyTorch users to follow alongLook inside the most famous deep generative models, from GPT to MuseGANLearn to build and adapt your own models in TensorFlow 2.xExplore exciting, cutting-edge use cases for deep generative AIBook ... Leer más

$50.99 USD o gratis con Kobo Plus

This edition is heavily outdated and we have a new edition with PyTorch examples published!Key FeaturesCode examples are in TensorFlow 2, which make it easy for PyTorch users to follow alongLook inside the most famous deep generative models, from GPT to MuseGANLearn to build and adapt your own models in TensorFlow 2.xExplore exciting, cutting-edge use cases for deep generative AIBook
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Learning Social Media Analytics with R

Transform data from social media platforms into actionable business insights

de Raghav Bali, Dipanjan Sarkar, Tushar Sharma, Karthik Ganapathy ...

Tap into the realm of social media and unleash the power of analytics for data-driven insights using RKey Features\[\*\] A practical guide written to help leverage the power of the R eco-system to extract, process, analyze, visualize and model social media data\[\*\] Learn about data access, retrieval, cleaning, and curation methods for data originating from various social media platforms.\[\*\ ... Leer más

$41.99 USD o gratis con Kobo Plus

Tap into the realm of social media and unleash the power of analytics for data-driven insights using RKey Features\[\*\] A practical guide written to help leverage the power of the R eco-system to extract, process, analyze, visualize and model social media data\[\*\] Learn about data access, retrieval, cleaning, and curation methods for data originating from various social media platforms.\[\*\
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R: Unleash Machine Learning Techniques

de Raghav Bali, Dipanjan Sarkar, Brett Lantz, Cory Lesmeister ...

Find out how to build smarter machine learning systems with R. Follow this three module course to become a more fluent machine learning practitioner.About This BookBuild your confidence with R and find out how to solve a huge range of data-related problemsGet to grips with some of the most important machine learning techniques being used by data scientists and analysts across industries todayDon't ... Leer más

$71.99 USD o gratis con Kobo Plus

Find out how to build smarter machine learning systems with R. Follow this three module course to become a more fluent machine learning practitioner.About This BookBuild your confidence with R and find out how to solve a huge range of data-related problemsGet to grips with some of the most important machine learning techniques being used by data scientists and analysts across industries todayDon't
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Hands-On Transfer Learning with Python

Implement advanced deep learning and neural network models using TensorFlow and Keras

de Dipanjan Sarkar, Raghav Bali, Tamoghna Ghosh ...

Deep learning simplified by taking supervised, unsupervised, and reinforcement learning to the next level using the Python ecosystemKey FeaturesBuild deep learning models with transfer learning principles in Pythonimplement transfer learning to solve real-world research problemsPerform complex operations such as image captioning neural style transferBook DescriptionTransfer learning is a machine ... Leer más

$37.99 USD o gratis con Kobo Plus

Deep learning simplified by taking supervised, unsupervised, and reinforcement learning to the next level using the Python ecosystemKey FeaturesBuild deep learning models with transfer learning principles in Pythonimplement transfer learning to solve real-world research problemsPerform complex operations such as image captioning neural style transferBook DescriptionTransfer learning is a machine
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R Machine Learning By Example

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully

de Raghav Bali ...

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully Key Features\[\*\] Get to grips with the concepts of machine learning through exciting real-world examples\[\*\] Visualize and solve complex problems by using power-packed R constructs and its robust packages for machine learning\[\*\] Learn to build ... Leer más

$41.99 USD o gratis con Kobo Plus

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully Key Features\[\*\] Get to grips with the concepts of machine learning through exciting real-world examples\[\*\] Visualize and solve complex problems by using power-packed R constructs and its robust packages for machine learning\[\*\] Learn to build
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GenAI con Python e PyTorch

Creare applicazioni AI per testo, immagini, audio e codice

de Joseph Babcock, Raghav Bali ...

I modelli di AI generativa stanno rivoluzionando la creazione di testo, immagini, codice e persino musica. Questo manuale guida alla scoperta del loro funzionamento e al loro sviluppo con Python, sfruttando PyTorch, una libreria open source fondamentale per il deep learning e lo sviluppo delle reti neurali. Attraverso casi di studio, esempi ed esercizi pratici, il libro accompagna il lettore nell ... Leer más

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Practical Machine Learning with Python

A Problem-Solver's Guide to Building Real-World Intelligent Systems

de Dipanjan Sarkar, Raghav Bali, Tushar Sharma ...

Series series Professional and Applied Computing (R0)
Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, techniques, tools, frameworks, and methodologies used in ... Leer más

$71.99 USD

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, techniques, tools, frameworks, and methodologies used in
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Python Deep Learning

Next generation techniques to revolutionize computer vision, AI, speech and data analysis

de Valentino Zocca, Gianmario Spacagna, Daniel Slater, Peter Roelants ...

Take your machine learning skills to the next level by mastering Deep Learning concepts and algorithms using Python.Key Features\[\*\] Explore and create intelligent systems using cutting-edge deep learning techniques\[\*\] Implement deep learning algorithms and work with revolutionary libraries in Python\[\*\] Get real-world examples and easy-to-follow tutorials on Theano, TensorFlow, H2O and ... Leer más

$44.99 USD o gratis con Kobo Plus

Take your machine learning skills to the next level by mastering Deep Learning concepts and algorithms using Python.Key Features\[\*\] Explore and create intelligent systems using cutting-edge deep learning techniques\[\*\] Implement deep learning algorithms and work with revolutionary libraries in Python\[\*\] Get real-world examples and easy-to-follow tutorials on Theano, TensorFlow, H2O and
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Introduction to Machine Learning with Python

A Guide for Data Scientists

de Andreas C. Müller, Sarah Guido ...

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your ... Leer más

$36.99 USD

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your
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Python Machine Learning

Learn how to build powerful Python machine learning algorithms to generate useful data insights with this data analysis tutorial

de Sebastian Raschka ...

Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analyticsKey FeaturesLeverage Python’s most powerful open-source libraries for deep learning, data wrangling, and data visualizationLearn effective strategies and best practices to improve and optimize machine learning systems and algorithmsAsk – and answer – tough questions of your data with robust ... Leer más

$37.99 USD o gratis con Kobo Plus

Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analyticsKey FeaturesLeverage Python’s most powerful open-source libraries for deep learning, data wrangling, and data visualizationLearn effective strategies and best practices to improve and optimize machine learning systems and algorithmsAsk – and answer – tough questions of your data with robust
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Generative AI with Python and PyTorch

Python迁移学习

Generative AI with Python and TensorFlow 2

Learning Social Media Analytics with R

R: Unleash Machine Learning Techniques

Hands-On Transfer Learning with Python

R Machine Learning By Example

GenAI con Python e PyTorch

Practical Machine Learning with Python

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