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Feature Engineering for Machine Learning

Principles and Techniques for Data Scientists

par Alice Zheng, Amanda Casari ...

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, ... En savoir plus

$48.95 CAD

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together,
... En savoir plus
Man vs. Machine

Challenging Human Supremacy at Chess

par Karsten Müller, Jonathan Schaeffer ...

Man vs. Machine Technology continues to advance at a rapid pace. It may sound quaint today, but not so long ago, computers battled humans for supremacy at the game of chess. The challenge of building a computer program capable of defeating the best of human-kind at chess was one of the original grand challenges of the fledgling field of artificial intelligence. On one side were dedicated ... En savoir plus

$30.95 CAD

Man vs. Machine Technology continues to advance at a rapid pace. It may sound quaint today, but not so long ago, computers battled humans for supremacy at the game of chess. The challenge of building a computer program capable of defeating the best of human-kind at chess was one of the original grand challenges of the fledgling field of artificial intelligence. On one side were dedicated
... En savoir plus
Effective Computation in Physics

Field Guide to Research with Python

par Anthony Scopatz, Kathryn D. Huff ...

More physicists today are taking on the role of software developer as part of their research, but software development isnâ??t always easy or obvious, even for physicists. This practical book teaches essential software development skills to help you automate and accomplish nearly any aspect of research in a physics-based field.Written by two PhDs in nuclear engineering, this book includes ... En savoir plus

$42.47 CAD

More physicists today are taking on the role of software developer as part of their research, but software development isnâ??t always easy or obvious, even for physicists. This practical book teaches essential software development skills to help you automate and accomplish nearly any aspect of research in a physics-based field.Written by two PhDs in nuclear engineering, this book includes
... En savoir plus
Data Governance: The Definitive Guide

par Evren Eryurek, Uri Gilad, Valliappa Lakshmanan, Anita Kibunguchy-Grant, Jessi Ashdown ...

As you move data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure your organization meets compliance requirements. Data governance incorporates the ways people, processes, and technology work together to ensure data is trustworthy and can be used effectively. This practical guide shows you how to effectively ... En savoir plus

$57.59 CAD

As you move data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure your organization meets compliance requirements. Data governance incorporates the ways people, processes, and technology work together to ensure data is trustworthy and can be used effectively. This practical guide shows you how to effectively
... En savoir plus
Ethereum Smart Contract Development in Solidity

par Gavin Zheng, Longxiang Gao, Liqun Huang, Jian Guan ...

Collections series Computer Science (R0)
The general consensus is that BlockChain is the next disruptive technology, and Ethereum is the flagship product of BlockChain 2.0. However, coding and implementing business logic in a decentralized and transparent environment is fundamentally different from traditional programming and is emerging as a major challenge for developers.This book introduces readers to the Solidity language from ... En savoir plus

$87.11 CAD

The general consensus is that BlockChain is the next disruptive technology, and Ethereum is the flagship product of BlockChain 2.0. However, coding and implementing business logic in a decentralized and transparent environment is fundamentally different from traditional programming and is emerging as a major challenge for developers.This book introduces readers to the Solidity language from
... En savoir plus
Learning Ceph

par Karan Singh ...

If you already have basic knowledge of GNU/Linux and storage systems, but have no experience of software-defined storage solutions and Ceph, and are eager to learn about it, this is the book for you. If you are looking for your next career jump as a Ceph administrator, this book is also ideal for you. ... En savoir plus

$24.29 CAD ou Gratuit avec Kobo Plus

If you already have basic knowledge of GNU/Linux and storage systems, but have no experience of software-defined storage solutions and Ceph, and are eager to learn about it, this is the book for you. If you are looking for your next career jump as a Ceph administrator, this book is also ideal for you.
... En savoir plus
Designing UX: Prototyping

Because Modern Design is Never Static

par Ben Coleman, Dan Goodwin ...

It's well known that identifying and fixing problems in design is easier and cheaper if it can be done earlier in the process of design and build. That's because as the fidelity of the project we're working on increases, the effort involved in making changes increases. If we can test out early ideas to see if they work, in small chunks, then we can identify whether those ideas are going to work. ... En savoir plus

$23.03 CAD

It's well known that identifying and fixing problems in design is easier and cheaper if it can be done earlier in the process of design and build. That's because as the fidelity of the project we're working on increases, the effort involved in making changes increases. If we can test out early ideas to see if they work, in small chunks, then we can identify whether those ideas are going to work.
... En savoir plus
Agent_Zero

Toward Neurocognitive Foundations for Generative Social Science

par Joshua M. Epstein ...

Collections series Princeton Studies in Complexity
The Final Volume of the Groundbreaking Trilogy on Agent-Based ModelingIn this pioneering synthesis, Joshua Epstein introduces a new theoretical entity: Agent_Zero. This software individual, or "agent," is endowed with distinct emotional/affective, cognitive/deliberative, and social modules. Grounded in contemporary neuroscience, these internal components interact to generate observed, often far ... En savoir plus

$69.02 CAD

The Final Volume of the Groundbreaking Trilogy on Agent-Based ModelingIn this pioneering synthesis, Joshua Epstein introduces a new theoretical entity: Agent_Zero. This software individual, or "agent," is endowed with distinct emotional/affective, cognitive/deliberative, and social modules. Grounded in contemporary neuroscience, these internal components interact to generate observed, often far
... En savoir plus
AI Systems Performance Engineering

Optimizing Model Training and Inference Workloads with GPUs, CUDA, and PyTorch

par Chris Fregly ...

Elevate your AI system performance capabilities with this definitive guide to maximizing efficiency across every layer of your AI infrastructure. In today's era of ever-growing generative models, AI Systems Performance Engineering provides engineers, researchers, and developers with a hands-on set of actionable optimization strategies. Learn to co-optimize hardware, software, and algorithms to ... En savoir plus

$77.03 CAD

Elevate your AI system performance capabilities with this definitive guide to maximizing efficiency across every layer of your AI infrastructure. In today's era of ever-growing generative models, AI Systems Performance Engineering provides engineers, researchers, and developers with a hands-on set of actionable optimization strategies. Learn to co-optimize hardware, software, and algorithms to
... En savoir plus
AWS

The Dependable Beginners Guide to Amazon Web Services (Learn in 2 Hours)

par Donald Stan ...

AWS also referred to as Amazon Web Service is a cloud computing platform that allows users to get access to demand computing services which includes virtual cloud server, database storageThis guide will show you in depth knowledge on everything you to know about amazon web service and how to get started with amazon web service even for complete beginners to understandGET YOUR COPY TODAY ... En savoir plus

$3.36 CAD ou Gratuit avec Kobo Plus

AWS also referred to as Amazon Web Service is a cloud computing platform that allows users to get access to demand computing services which includes virtual cloud server, database storageThis guide will show you in depth knowledge on everything you to know about amazon web service and how to get started with amazon web service even for complete beginners to understandGET YOUR COPY TODAY
... En savoir plus
Exploring Big Historical Data: The Historian's Macroscope

par Shawn Graham, Ian Milligan, Scott B Weingart ...

The Digital Humanities have arrived at a moment when digital Big Data is becoming more readily available, opening exciting new avenues of inquiry but also new challenges. This pioneering book describes and demonstrates the ways these data can be explored to construct cultural heritage knowledge, for research and in teaching and learning. It helps humanities scholars to grasp Big Data in order to ... En savoir plus

$27.89 CAD

The Digital Humanities have arrived at a moment when digital Big Data is becoming more readily available, opening exciting new avenues of inquiry but also new challenges. This pioneering book describes and demonstrates the ways these data can be explored to construct cultural heritage knowledge, for research and in teaching and learning. It helps humanities scholars to grasp Big Data in order to
... En savoir plus
Heart of the Machine

Our Future in a World of Artificial Emotional Intelligence

par Richard Yonck ...

“A fascinating, and sometimes disturbing” examination of our relationship with artificial intelligence in the tradition of Ray Kurzweil and Michio Kaku (Martin Ford, New York Times–bestselling author of Rise of the Robots).Imagine a robotic stuffed animal that can respond to a child’s emotional state, a commercial that can change based on a customer’s facial expression, or even a company that can ... En savoir plus

$15.83 CAD ou Gratuit avec Kobo Plus

“A fascinating, and sometimes disturbing” examination of our relationship with artificial intelligence in the tradition of Ray Kurzweil and Michio Kaku (Martin Ford, New York Times–bestselling author of Rise of the Robots).Imagine a robotic stuffed animal that can respond to a child’s emotional state, a commercial that can change based on a customer’s facial expression, or even a company that can
... En savoir plus
Articulate Storyline Essentials

par Ashley Chiasson ...

This book is for intended for all those interested in working with Storyline to develop engaging e-learning projects. With a user-friendly interface, you don't need any prior experience with Storyline to create and publish your first project. ... En savoir plus

$21.59 CAD ou Gratuit avec Kobo Plus

This book is for intended for all those interested in working with Storyline to develop engaging e-learning projects. With a user-friendly interface, you don't need any prior experience with Storyline to create and publish your first project.
... En savoir plus
Introduction To Python For Data Analysis

Step By Step Guide For Beginners

par Robert Damborad ...

Collections series Data Sciences
The overall aim of this book is to give you a beginner overview in Python.Who Should Read This?Python and programming can be intimidating especially those with zero background. Good news is you can still learn it with the proper approach and constant practice (this is really important).No matter where you’re coming from (major in math, physics or just a curious being), you can start to learning ... En savoir plus

$21.29 CAD ou Gratuit avec Kobo Plus

The overall aim of this book is to give you a beginner overview in Python.Who Should Read This?Python and programming can be intimidating especially those with zero background. Good news is you can still learn it with the proper approach and constant practice (this is really important).No matter where you’re coming from (major in math, physics or just a curious being), you can start to learning
... En savoir plus
Stream Processing with Apache Spark

Mastering Structured Streaming and Spark Streaming

par Gerard Maas, Francois Garillot ...

Before you can build analytics tools to gain quick insights, you first need to know how to process data in real time. With this practical guide, developers familiar with Apache Spark will learn how to put this in-memory framework to use for streaming data. You’ll discover how Spark enables you to write streaming jobs in almost the same way you write batch jobs.Authors Gerard Maas and François ... En savoir plus

$57.59 CAD

Before you can build analytics tools to gain quick insights, you first need to know how to process data in real time. With this practical guide, developers familiar with Apache Spark will learn how to put this in-memory framework to use for streaming data. You’ll discover how Spark enables you to write streaming jobs in almost the same way you write batch jobs.Authors Gerard Maas and François
... En savoir plus
The Minimum You Need to Know About Logic to Work in IT

par Roland Hughes ...

Collections series The Minimum You Need to Know
Learn the skills which are completely non-existent in today's college courses. Logic simply isn't taught anymore, Pascal is taught in what was the logic class - if they have any class at all devoted to it. The result of such a curriculum is that new college grads are simply unemployable in today's market. This book is designed to correct that problem.What You'll Learn from the Book The ... En savoir plus

$1.11 CAD

Learn the skills which are completely non-existent in today's college courses. Logic simply isn't taught anymore, Pascal is taught in what was the logic class - if they have any class at all devoted to it. The result of such a curriculum is that new college grads are simply unemployable in today's market. This book is designed to correct that problem.What You'll Learn from the Book The
... En savoir plus
Modern Compiler Implementation in ML

par Andrew W. Appel ...

This new, expanded textbook describes all phases of a modern compiler: lexical analysis, parsing, abstract syntax, semantic actions, intermediate representations, instruction selection via tree matching, dataflow analysis, graph-coloring register allocation, and runtime systems. It includes good coverage of current techniques in code generation and register allocation, as well as functional and ... En savoir plus

$86.39 CAD

This new, expanded textbook describes all phases of a modern compiler: lexical analysis, parsing, abstract syntax, semantic actions, intermediate representations, instruction selection via tree matching, dataflow analysis, graph-coloring register allocation, and runtime systems. It includes good coverage of current techniques in code generation and register allocation, as well as functional and
... En savoir plus
Cognitive Informatics for Biomedicine

Human Computer Interaction in Healthcare

Modifié par Vimla L. Patel, Thomas G. Kannampallil, David R. Kaufman ...

Collections series Medicine (R0)
The book reports on the current state on HCI in biomedicine and health care, focusing on the role of human factors, patient safety well as methodological underpinnings of HCI theories and its application for biomedical informatics. Theories, models and frameworks for human-computer interaction (HCI) have been recognized as key contributors for the design, development and use of computer-based ... En savoir plus

$81.26 CAD

The book reports on the current state on HCI in biomedicine and health care, focusing on the role of human factors, patient safety well as methodological underpinnings of HCI theories and its application for biomedical informatics. Theories, models and frameworks for human-computer interaction (HCI) have been recognized as key contributors for the design, development and use of computer-based
... En savoir plus
Probability, Markov Chains, Queues, and Simulation

The Mathematical Basis of Performance Modeling

par William J. Stewart ...

Probability, Markov Chains, Queues, and Simulation provides a modern and authoritative treatment of the mathematical processes that underlie performance modeling. The detailed explanations of mathematical derivations and numerous illustrative examples make this textbook readily accessible to graduate and advanced undergraduate students taking courses in which stochastic processes play a ... En savoir plus

$160.73 CAD

Probability, Markov Chains, Queues, and Simulation provides a modern and authoritative treatment of the mathematical processes that underlie performance modeling. The detailed explanations of mathematical derivations and numerous illustrative examples make this textbook readily accessible to graduate and advanced undergraduate students taking courses in which stochastic processes play a
... En savoir plus
Guide to HTML, JavaScript and PHP

For Scientists and Engineers

par David R. Brooks ...

Collections series Computer Science (R0)
This book enables readers to quickly develop a working knowledge of HTML, JavaScript and PHP. The text emphasizes a hands-on approach to learning and makes extensive use of examples. A detailed science, engineering, or mathematics background is not required to understand the material, making the book ideally suitable for self-study or an introductory course in programming. Features: describes the ... En savoir plus

$75.50 CAD

This book enables readers to quickly develop a working knowledge of HTML, JavaScript and PHP. The text emphasizes a hands-on approach to learning and makes extensive use of examples. A detailed science, engineering, or mathematics background is not required to understand the material, making the book ideally suitable for self-study or an introductory course in programming. Features: describes the
... En savoir plus
Machine Learning for Cybersecurity Cookbook

Over 80 recipes on how to implement machine learning algorithms for building security systems using Python

par Emmanuel Tsukerman ...

Learn how to apply modern AI to create powerful cybersecurity solutions for malware, pentesting, social engineering, data privacy, and intrusion detectionKey FeaturesManage data of varying complexity to protect your system using the Python ecosystemApply ML to pentesting, malware, data privacy, intrusion detection system(IDS) and social engineeringAutomate your daily workflow by addressing various ... En savoir plus

$37.43 CAD ou Gratuit avec Kobo Plus

Learn how to apply modern AI to create powerful cybersecurity solutions for malware, pentesting, social engineering, data privacy, and intrusion detectionKey FeaturesManage data of varying complexity to protect your system using the Python ecosystemApply ML to pentesting, malware, data privacy, intrusion detection system(IDS) and social engineeringAutomate your daily workflow by addressing various
... En savoir plus
The Handbook of Formal Methods in Human-Computer Interaction

Modifié par Judy Bowen, Benjamin Weyers, Philippe Palanque, Alan Dix ...

Collections series Computer Science (R0)
This book provides a comprehensive collection of methods and approaches for using formal methods within Human-Computer Interaction (HCI) research, the use of which is a prerequisite for usability and user-experience (UX) when engineering interactive systems.World-leading researchers present methods, tools and techniques to design and develop reliable interactive systems, offering an extensive ... En savoir plus

$370.43 CAD

This book provides a comprehensive collection of methods and approaches for using formal methods within Human-Computer Interaction (HCI) research, the use of which is a prerequisite for usability and user-experience (UX) when engineering interactive systems.World-leading researchers present methods, tools and techniques to design and develop reliable interactive systems, offering an extensive
... En savoir plus
Axure Prototyping Blueprints

Become an Axure Master! Explore designs and interactions leveraging adaptive views, AxShare plugins, repeaters and more!

par John Henry Krahenbuhl ...

Become an Axure Master! Explore designs and interactions leveraging adaptive views, AxShare plugins, repeaters and more! About This Book • Optimize designs for desktop, tablet and mobile viewports with Adaptive Views • Build mastery of Repeater widgets and interactions • Expand Axure's core interactions by using AxShare Plugins with JavaScript In Detail Axure garners rave reviews from the design ... En savoir plus

$37.79 CAD ou Gratuit avec Kobo Plus

Become an Axure Master! Explore designs and interactions leveraging adaptive views, AxShare plugins, repeaters and more! About This Book • Optimize designs for desktop, tablet and mobile viewports with Adaptive Views • Build mastery of Repeater widgets and interactions • Expand Axure's core interactions by using AxShare Plugins with JavaScript In Detail Axure garners rave reviews from the design
... En savoir plus
Elegant Fractals: Automated Generation Of Computer Art

par Julien Clinton Sprott ...

Collections Livre 2 - Fractals And Dynamics In Mathematics, Science, And The Arts: Theory And Applications
Fractals are intricate geometrical forms that contain miniature copies of themselves on ever smaller scales. This colorful book describes methods for producing an endless variety of fractal art using a computer program that searches through millions of equations looking for those few that can produce images having aesthetic appeal. Over a hundred examples of such images are included with a link to ... En savoir plus

$17.99 CAD

Fractals are intricate geometrical forms that contain miniature copies of themselves on ever smaller scales. This colorful book describes methods for producing an endless variety of fractal art using a computer program that searches through millions of equations looking for those few that can produce images having aesthetic appeal. Over a hundred examples of such images are included with a link to
... En savoir plus

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