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Machine Learning Production Systems

Engineering Machine Learning Models and Pipelines

de Robert Crowe, Hannes Hapke, Emily Caveness, Di Zhu ...

Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting—especially for recent ML graduates and those moving from research to a commercial environment. Whether you currently work to create products and services that use ML, or would like to in the future, this practical book gives you a broad view of the ... Leer más

$44.09 USD

Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting—especially for recent ML graduates and those moving from research to a commercial environment. Whether you currently work to create products and services that use ML, or would like to in the future, this practical book gives you a broad view of the
... Leer más
Applied Natural Language Processing in the Enterprise

de Ankur A. Patel, Ajay Uppili Arasanipalai ...

NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the latest and most promising trends in NLP.With a basic understanding of machine learning and some Python experience, ... Leer más

$47.96 USD

NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the latest and most promising trends in NLP.With a basic understanding of machine learning and some Python experience,
... Leer más
Data Science on the Google Cloud Platform

Implementing End-to-End Real-Time Data Pipelines: From Ingest to Machine Learning

de Valliappa Lakshmanan ...

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP.Throughout this updated second edition, you'll work through a sample business decision by employing a ... Leer más

$44.09 USD

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP.Throughout this updated second edition, you'll work through a sample business decision by employing a
... Leer más
Data Wrangling with Python

Tips and Tools to Make Your Life Easier

de Jacqueline Kazil, Katharine Jarmul ...

How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that’s initially too messy or difficult to access. You don't need to know a thing about the Python programming language to get started.Through various step-by-step exercises, you’ll learn how to ... Leer más

$27.89 USD

How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that’s initially too messy or difficult to access. You don't need to know a thing about the Python programming language to get started.Through various step-by-step exercises, you’ll learn how to
... Leer más
Tragic Design

The Impact of Bad Product Design and How to Fix It

de Jonathan Shariat, Cynthia Savard Saucier ...

Bad design is everywhere, and its cost is much higher than we think. In this thought-provoking book, authors Jonathan Shariat and Cynthia Savard Saucier explain how poorly designed products can anger, sadden, exclude, and even kill people who use them. The designers responsible certainly didn’t intend harm, so what can you do to avoid making similar mistakes?Tragic Design examines real case ... Leer más

$22.04 USD

Bad design is everywhere, and its cost is much higher than we think. In this thought-provoking book, authors Jonathan Shariat and Cynthia Savard Saucier explain how poorly designed products can anger, sadden, exclude, and even kill people who use them. The designers responsible certainly didn’t intend harm, so what can you do to avoid making similar mistakes?Tragic Design examines real case
... Leer más
Data Parallel C++

Mastering DPC++ for Programming of Heterogeneous Systems using C++ and SYCL

de James Reinders, Ben Ashbaugh, James Brodman, Michael Kinsner, John Pennycook, Xinmin Tian ...

Series series Professional and Applied Computing (R0)
Learn how to accelerate C++ programs using data parallelism. This open access book enables C++ programmers to be at the forefront of this exciting and important new development that is helping to push computing to new levels. It is full of practical advice, detailed explanations, and code examples to illustrate key topics.Data parallelism in C++ enables access to parallel resources in a modern ... Leer más

Gratis

Learn how to accelerate C++ programs using data parallelism. This open access book enables C++ programmers to be at the forefront of this exciting and important new development that is helping to push computing to new levels. It is full of practical advice, detailed explanations, and code examples to illustrate key topics.Data parallelism in C++ enables access to parallel resources in a modern
... Leer más
Ultimate Azure Synapse Analytics

Unlock the Full Potential of Azure Synapse Analytics to Seamlessly Integrate, Analyze, and Optimize Complex Data for Enhanced Business Insights and Decision-Making (English Edition)

de Swapnil Mule ...

Empower Your Data Insights with Azure Synapse AnalyticsKey Features● Leverage Azure Synapse Analytics for data warehousing, big data analytics, and machine learning in one environment.● Integrate with Azure services like Azure Data Lake Storage and Azure Machine Learning to enhance analytics.● Gain insights from real-world examples and best practices to solve complex data challenges.Book ... Leer más

$29.95 USD o gratis con Kobo Plus

Empower Your Data Insights with Azure Synapse AnalyticsKey Features● Leverage Azure Synapse Analytics for data warehousing, big data analytics, and machine learning in one environment.● Integrate with Azure services like Azure Data Lake Storage and Azure Machine Learning to enhance analytics.● Gain insights from real-world examples and best practices to solve complex data challenges.Book
... Leer más
Identifying Relevant Information for Testing Technique Selection

An Instantiated Characterization Schema

de Sira Vegas, Natalia Juristo, Victor R. Basili ...

Series Libro 8 - International Series in Software Engineering
Engineering tasks are supposed to achieve defined goals under certain project constraints. Example goals of software engineering tasks include achieving a certain functionality together with some level of reliability or performance. Example constraints of software engineering tasks include budget and time limitations or experience limitations of the developers at hand. Planning of an engineering ... Leer más

Antes $125.09 USD Ahora $80.18 USD

Engineering tasks are supposed to achieve defined goals under certain project constraints. Example goals of software engineering tasks include achieving a certain functionality together with some level of reliability or performance. Example constraints of software engineering tasks include budget and time limitations or experience limitations of the developers at hand. Planning of an engineering
... Leer más
LLVM Code Generation

A deep dive into compiler backend development

de Quentin Colombet ...

Explore the world of code generation with the LLVM infrastructure, and learn how to extend existing backends or develop your own Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesUnderstand the steps involved in generating assembly code from LLVM IRLearn the key constructs needed to leverage LLVM for your hardware or backendStrengthen your understanding with targeted ... Leer más

$32.39 USD o gratis con Kobo Plus

Explore the world of code generation with the LLVM infrastructure, and learn how to extend existing backends or develop your own Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesUnderstand the steps involved in generating assembly code from LLVM IRLearn the key constructs needed to leverage LLVM for your hardware or backendStrengthen your understanding with targeted
... Leer más
Conversations with Things

UX Design for Chat and Voice

de Diana Deibel, Rebecca Evanhoe ...

Welcome to the future, where you can talk with the digital things around you: voice assistants, chatbots, and more. But these interactions can be unhelpful and frustrating—sometimes even offensive or biased. Conversations with Things teaches you how to design conversations that are useful, ethical, and human–centered—because everyone deserves to be understood, especially you. ... Leer más

Antes $37.79 USD Ahora $25.64 USD

Welcome to the future, where you can talk with the digital things around you: voice assistants, chatbots, and more. But these interactions can be unhelpful and frustrating—sometimes even offensive or biased. Conversations with Things teaches you how to design conversations that are useful, ethical, and human–centered—because everyone deserves to be understood, especially you.
... Leer más
Supercharged Coding with GenAI

From vibe coding to best practices using GitHub Copilot, ChatGPT, and OpenAI

de Hila Paz Herszfang, Peter V. Henstock ...

Unlock the power of generative AI in Python development and learn how you can enhance your coding speed, quality, and efficiency with real-world examples and hands-on strategiesKey FeaturesDiscover how GitHub Copilot, ChatGPT, and the OpenAI API can boost your coding productivityPush beyond the basics to apply advanced techniques across the software development lifecycleMaster best practices and ... Leer más

$32.39 USD o gratis con Kobo Plus

Unlock the power of generative AI in Python development and learn how you can enhance your coding speed, quality, and efficiency with real-world examples and hands-on strategiesKey FeaturesDiscover how GitHub Copilot, ChatGPT, and the OpenAI API can boost your coding productivityPush beyond the basics to apply advanced techniques across the software development lifecycleMaster best practices and
... Leer más
Mental Models

Aligning Design Strategy with Human Behavior

de Indi Young ...

There is no single methodology for creating the perfect product—but you can increase your odds. One of the best ways is to understand users' reasons for doing things. Mental Models gives you the tools to help you grasp, and design for, those reasons. Adaptive Path co-founder Indi Young has written a roll-up-your-sleeves book for designers, managers, and anyone else interested in making design ... Leer más

$36.44 USD

There is no single methodology for creating the perfect product—but you can increase your odds. One of the best ways is to understand users' reasons for doing things. Mental Models gives you the tools to help you grasp, and design for, those reasons. Adaptive Path co-founder Indi Young has written a roll-up-your-sleeves book for designers, managers, and anyone else interested in making design
... Leer más
Advanced Analytics with Power BI and Excel: Learn powerful visualization and data analysis techniques using Microsoft BI tools along with Python and R

de Dejan Sarka, Jernej Rihar, Klemen Vončina ...

Empowering You to Master Business Intelligence and Solve Real-world Analytical problems.Key Features● Fulfill your business analytics objectives through comprehensive theory and hands-on, real-world examples.● Dive into the world of advanced Business Intelligence using data science with Power BI.● Acquire in-demand skills that align with the current job market and enhance your career prospects ... Leer más

$19.95 USD o gratis con Kobo Plus

Empowering You to Master Business Intelligence and Solve Real-world Analytical problems.Key Features● Fulfill your business analytics objectives through comprehensive theory and hands-on, real-world examples.● Dive into the world of advanced Business Intelligence using data science with Power BI.● Acquire in-demand skills that align with the current job market and enhance your career prospects
... Leer más
Practical Time Series Analysis

Prediction with Statistics and Machine Learning

de Aileen Nielsen ...

Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase.Covering innovations in time ... Leer más

$44.09 USD

Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase.Covering innovations in time
... Leer más
Analytical Skills for AI and Data Science

Building Skills for an AI-Driven Enterprise

de Daniel Vaughan ...

While several market-leading companies have successfully transformed their business models by following data- and AI-driven paths, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the full potential of this predictive revolution? This practical guide presents a battle-tested end-to-end method to help you translate ... Leer más

$38.87 USD

While several market-leading companies have successfully transformed their business models by following data- and AI-driven paths, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the full potential of this predictive revolution? This practical guide presents a battle-tested end-to-end method to help you translate
... Leer más
LLMOps

Managing Large Language Models in Production

de Abi Aryan ...

Here's the thing about large language models: they don't play by the old rules. Traditional MLOps completely falls apart when you're dealing with GenAI. The model hallucinates, security assumptions crumble, monitoring breaks, and agents can't operate. Suddenly you're in uncharted territory. That's exactly why LLMOps has emerged as its own discipline.LLMOps: Managing Large Language Models in ... Leer más

$44.09 USD

Here's the thing about large language models: they don't play by the old rules. Traditional MLOps completely falls apart when you're dealing with GenAI. The model hallucinates, security assumptions crumble, monitoring breaks, and agents can't operate. Suddenly you're in uncharted territory. That's exactly why LLMOps has emerged as its own discipline.LLMOps: Managing Large Language Models in
... Leer más
Windows Media Center

Die perfekte Medienoberfläche für Windows 7 und Windows 8

de Wolfram Gieseke ...

Mit dem Windows Media Center machen Sie Ihren Windows-Rechner ganz einfach zum Wohnzimmer-PC, mit dem Sie Filme schauen, Ihre Musiksammlung oder Internetradio hören und Ihre Lieblingsbilder als Diashow abspielen können. In Verbindung mit einem TV-Empfänger wird er zum digitalen Videorekorder mit komfortablen Aufnahmefunktionen einschließlich zeitversetztem Timeshift-Fernsehen. Praktische ... Leer más

$5.99 USD o gratis con Kobo Plus

Mit dem Windows Media Center machen Sie Ihren Windows-Rechner ganz einfach zum Wohnzimmer-PC, mit dem Sie Filme schauen, Ihre Musiksammlung oder Internetradio hören und Ihre Lieblingsbilder als Diashow abspielen können. In Verbindung mit einem TV-Empfänger wird er zum digitalen Videorekorder mit komfortablen Aufnahmefunktionen einschließlich zeitversetztem Timeshift-Fernsehen. Praktische
... Leer más
Inclusive Design for Accessibility

A practical guide to digital accessibility, UX, and inclusive web and app design

de Dale Cruse, Denis Boudreau ...

Through insights from twelve industry voices, learn how to create truly accessible and inclusive digital experiences that work for everyone, regardless of ability and backgroundKey FeaturesUnderstand inclusive design principles that will help you achieve universal usabilityGain insights into AI and emerging technologies shaping the future of accessibilityDrive organizational change with practical ... Leer más

$29.15 USD o gratis con Kobo Plus

Through insights from twelve industry voices, learn how to create truly accessible and inclusive digital experiences that work for everyone, regardless of ability and backgroundKey FeaturesUnderstand inclusive design principles that will help you achieve universal usabilityGain insights into AI and emerging technologies shaping the future of accessibilityDrive organizational change with practical
... Leer más
ASIC/SoC Functional Design Verification

A Comprehensive Guide to Technologies and Methodologies

de Ashok B. Mehta ...

Series series Engineering (R0)
This book describes in detail all required technologies and methodologies needed to create a comprehensive, functional design verification strategy and environment to tackle the toughest job of guaranteeing first-pass working silicon. The author first outlines all of the verification sub-fields at a high level, with just enough depth to allow an engineer to grasp the field before delving into its ... Leer más

$104.48 USD

This book describes in detail all required technologies and methodologies needed to create a comprehensive, functional design verification strategy and environment to tackle the toughest job of guaranteeing first-pass working silicon. The author first outlines all of the verification sub-fields at a high level, with just enough depth to allow an engineer to grasp the field before delving into its
... Leer más
Toward Robots That Reason: Logic, Probability & Causal Laws

de Vaishak Belle ...

Series series eBColl Synthesis Collection 12
This book discusses the two fundamental elements that underline the science and design of artificial intelligence (AI) systems: the learning and acquisition of knowledge from observational data, and the reasoning of that knowledge together with whatever information is available about the application at hand. It then presents a mathematical treatment of the core issues that arise when unifying ... Leer más

$36.44 USD

This book discusses the two fundamental elements that underline the science and design of artificial intelligence (AI) systems: the learning and acquisition of knowledge from observational data, and the reasoning of that knowledge together with whatever information is available about the application at hand. It then presents a mathematical treatment of the core issues that arise when unifying
... Leer más
L'IA arme invisible : Les attaques adversariales qui piratent vos décisions

de Yohan Legrand ...

**Vos systèmes sont sécurisés.Vos décisions ne le sont pas.**Aucun serveur n'a été piraté.Aucune donnée n'a fuité.Aucun malware n'a été détecté.Et pourtant…une décision stratégique a été orientée.C'est ainsi que fonctionnent les attaques cognitives par intelligence artificielle.**L'IA n'attaque plus les infrastructures.Elle attaque le contexte.**Les modèles de lan... ... Leer más

$7.90 USD o gratis con Kobo Plus

**Vos systèmes sont sécurisés.Vos décisions ne le sont pas.**Aucun serveur n'a été piraté.Aucune donnée n'a fuité.Aucun malware n'a été détecté.Et pourtant…une décision stratégique a été orientée.C'est ainsi que fonctionnent les attaques cognitives par intelligence artificielle.**L'IA n'attaque plus les infrastructures.Elle attaque le contexte.**Les modèles de lan...
... Leer más
Logic Circuit Design

Selected Topics and Methods

de Shimon P. Vingron ...

Series series Engineering (R0)
The 2nd edition has been thoroughly revised and is intended as a wakeup call in the stagnant and dormant field of switching algebra and logic circuit design. It presents the material in a concise but thorough way. The topics selected are an in-depth presentation of switching algebra, a theory of memory circuits (sometimes called flop flops), a new approach to asynchronous circuits, and a newly ... Leer más

$128.78 USD

The 2nd edition has been thoroughly revised and is intended as a wakeup call in the stagnant and dormant field of switching algebra and logic circuit design. It presents the material in a concise but thorough way. The topics selected are an in-depth presentation of switching algebra, a theory of memory circuits (sometimes called flop flops), a new approach to asynchronous circuits, and a newly
... Leer más
Rise of Automation - Technology and Robots Will Replace Humans

de Adidas Wilson ...

You probably have an idea how robots will affect human workers negatively. Chief players in the tech world like Bill Gates and Elon Musk have provided their solutions; universal basic income or robot tax. But amidst the serious warnings and the utter sci-fi utopias, the human pain that will follow future job loss seems to be forgotten.15 years or so from now, the US economy will lose 38% of its ... Leer más

$3.99 USD o gratis con Kobo Plus

You probably have an idea how robots will affect human workers negatively. Chief players in the tech world like Bill Gates and Elon Musk have provided their solutions; universal basic income or robot tax. But amidst the serious warnings and the utter sci-fi utopias, the human pain that will follow future job loss seems to be forgotten.15 years or so from now, the US economy will lose 38% of its
... Leer más
Les tableaux croisés dynamiques avec Excel

de A. J. Wright ...

Ce livre s’adresse à tout utilisateur d’Excel. On s’accorde à dire que soixante pour cent des utilisateurs d’Excel n’utilisent que vingt pour cent de ses capacités. Autrement dit, la plupart sont très loin de se servir de tous les outils intégrés. Parmi ces derniers, les plus féconds, et de loin, sont les tableaux et les graphiques croisés dynamiques. Bien que ces deux outils aient été la pierre ... Leer más

$9.99 USD

Ce livre s’adresse à tout utilisateur d’Excel. On s’accorde à dire que soixante pour cent des utilisateurs d’Excel n’utilisent que vingt pour cent de ses capacités. Autrement dit, la plupart sont très loin de se servir de tous les outils intégrés. Parmi ces derniers, les plus féconds, et de loin, sont les tableaux et les graphiques croisés dynamiques. Bien que ces deux outils aient été la pierre
... Leer más

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