Feature Engineering Bookcamp
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Feature Engineering Bookcamp
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Author : Sinan Ozdemir
language : en
Publisher: Simon and Schuster
Release Date : 2022-10-04
Feature Engineering Bookcamp written by Sinan Ozdemir and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-04 with Computers categories.
Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters! This book’s practical case studies reveal feature engineering techniques that upgrade your data wrangling—and your ML results. Feature Engineering Bookcamp guides you through a collection of projects that give you hands-on practice with core feature engineering techniques. You’ll work with feature engineering practices that speed up the time it takes to process data and deliver real improvements in your model’s performance. This instantly-useful book skips the abstract mathematical theory and minutely-detailed formulas; instead you’ll learn through interesting code-driven case studies, including tweet classification, COVID detection, recidivism prediction, stock price movement detection, and more.
Engineering Of Additive Manufacturing Features For Data Driven Solutions
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Author : Mutahar Safdar
language : en
Publisher: Springer Nature
Release Date : 2023-06-01
Engineering Of Additive Manufacturing Features For Data Driven Solutions written by Mutahar Safdar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-01 with Technology & Engineering categories.
This book is a comprehensive guide to the latest developments in data-driven additive manufacturing (AM). From data mining and pre-processing to signal processing, computer vision, and more, the book covers all the essential techniques for preparing AM data. Readers willl explore the key physical and synthetic sources of AM data throughout the life cycle of the process and learn about feature engineering techniques, pipelines, and resulting features, as well as their applications at each life cycle phase. With a focus on featurization efforts from reviewed literature, this book offers tabular summaries for major data sources and analyzes feature spaces at the design, process, and structure phases of AM to uncover trends and insights specific to feature engineering techniques. Finally, the book discusses current challenges and future directions, including AI/ML/DL readiness of AM data. Whether you're an expert or newcomer to the field, this book provides a broader summary of the status and future of data-driven AM technology.
Rewired
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Author : Eric Lamarre
language : en
Publisher: John Wiley & Sons
Release Date : 2023-06-13
Rewired written by Eric Lamarre and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-13 with Business & Economics categories.
In Rewired, the world's most influential management consulting firm, McKinsey & Company, delivers a road-tested, how-to manual their own consultants use to help companies build the capabilities to outcompete in the age of digital and AI. Many companies are stuck with digital transformations that are not moving the needle. There are no quick fixes but there is a playbook. The answer is in rewiring your business so hundreds, thousands, of teams can harness technology to continuously create great customer experiences, lower unit costs, and generate value. It's the capabilities of the organization that win the race. McKinsey Digital's top leaders Eric Lamarre, Kate Smaje and Rodney W. Zemmel provide proven how-to details on what it takes in six comprehensive sections – creating the transformation roadmap, building a talent bench, adopting a new operating model, producing a distributed technology environment so teams can innovate, embedding data everywhere, and unlocking user adoption and enterprise scaling. Tested, iterated, reworked, and tested again over the years, McKinsey's digital and AI transformation playbook is captured in the pages of Rewired. It contains diagnostic assessments, operating model designs, technology and data architecture diagrams, how-to checklists, best practices and detailed implementation methods, all exemplified with demonstrated case studies and illustrated with 100+ exhibits. Rewired is for leaders who are ready to roll up their sleeves and do the hard work needed to rewire their company for long-term success.
Chaos Engineering
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Author : Casey Rosenthal
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2020-04-06
Chaos Engineering written by Casey Rosenthal and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-06 with Computers categories.
As more companies move toward microservices and other distributed technologies, the complexity of these systems increases. You can't remove the complexity, but through Chaos Engineering you can discover vulnerabilities and prevent outages before they impact your customers. This practical guide shows engineers how to navigate complex systems while optimizing to meet business goals. Two of the field's prominent figures, Casey Rosenthal and Nora Jones, pioneered the discipline while working together at Netflix. In this book, they expound on the what, how, and why of Chaos Engineering while facilitating a conversation from practitioners across industries. Many chapters are written by contributing authors to widen the perspective across verticals within (and beyond) the software industry. Learn how Chaos Engineering enables your organization to navigate complexity Explore a methodology to avoid failures within your application, network, and infrastructure Move from theory to practice through real-world stories from industry experts at Google, Microsoft, Slack, and LinkedIn, among others Establish a framework for thinking about complexity within software systems Design a Chaos Engineering program around game days and move toward highly targeted, automated experiments Learn how to design continuous collaborative chaos experiments
Computer Aided Systems Theory Eurocast 2024
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Author : Alexis Quesada-Arencibia
language : en
Publisher: Springer Nature
Release Date : 2025-04-23
Computer Aided Systems Theory Eurocast 2024 written by Alexis Quesada-Arencibia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-23 with Computers categories.
This three part LNCS volumes constitutes the refereed proceedings of the 19th International Conference on Computer-Aided Systems Theory, EUROCAST 2024, held in Las Palmas de Gran Canaria, Spain, during February 25 to March 1, 2024. The 104 full papers included in this book were carefully reviewed and selected from 150 submissions. They were organized in topical sections as follows : Part I : Systems Theory, Applications, Pioneers, and Landmarks; Theory and Applications of Metaheuristic Algorithms; Mechatronic Product Development; and Model-Based System Design, Verification and Simulation. Part II : Applications of Signal Processing Technology; Applied Data Science and Engineering for Intelligent Transportation Systems and Smart Mobility; Computer and Systems Based Methods and Electronic Tools in Clinical and Academic Medicine ; Systems in Industrial Robotics, Automation and IoT; Systems Thinking: Applications in Technology, Science and Management; and Data Science in Medical and Bio-Informatics. Part III : Modeling, Simulation, and Optimization in Production and Logistics; "Green AI" and SW-Tools for Sustainable Energy and Materials Consumption; Stochastic Models, Statistical Methods, and Applied Systems Simulations; and Systems Cybersecurity Technologies and Quantum Approaches Potentials.
Human Resource Management
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Author : Jean Phillips
language : en
Publisher: SAGE Publications
Release Date : 2018-01-15
Human Resource Management written by Jean Phillips and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-15 with Business & Economics categories.
Formerly published by Chicago Business Press, now published by Sage Using a combination of knowledge acquisition and personal development, Human Resource Management: An Applied Approach is designed to prepare future HRM managers to effectively utilize HRM strategies to not only advance their own careers, but also support the growth and development of those they manage. Author Jean Phillips adopts an engaging approach, encouraging students to take action and create a lasting impact in the field of HRM that goes beyond theoretical learning.
Software Architect Bootcamp
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Author : Raphael C. Malveau
language : en
Publisher: Prentice-Hall PTR
Release Date : 2004
Software Architect Bootcamp written by Raphael C. Malveau and has been published by Prentice-Hall PTR this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computers categories.
bull; Fully revised and updated to reflect the latest trends in software architecture bull; Allows you to execute heavyweight or lightweight approaches to architecture and identify the best architectural model for any project bull; Added coverage of UML 2.0 and Model-Driven Architecture
Human Resource Management
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Author : Jean M. Phillips
language : en
Publisher: SAGE Publications
Release Date : 2023-11-04
Human Resource Management written by Jean M. Phillips and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-04 with Business & Economics categories.
Formerly published by Chicago Business Press, now published by Sage Human Resource Management: An Applied Approach prepares future HRM professionals to effectively utilize strategies and tools to advance their careers and support the growth and development of those they manage. Author Jean Phillips adopts an engage by example method, encouraging students to take action and create a lasting impact in the field of HRM that goes beyond theoretical learning. The Third Edition features new end-of-chapter exercises, company examples throughout the book, and a new section called Using This Knowledge at the end of each chapter, providing additional support for knowledge application. Through case studies, videos, and exercises, students will develop their personal skills and gain practical experience in applying various HR concepts, enabling them to become better managers and more effective leaders.
Ict Analysis And Applications
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Author : Simon Fong
language : en
Publisher: Springer Nature
Release Date : 2025-10-30
Ict Analysis And Applications written by Simon Fong and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-30 with Computers categories.
This book proposes new technologies and discusses future solutions for ICT design infrastructures, as reflected in high-quality papers presented at the 10th International Conference on ICT for Sustainable Development (ICT4SD 2025), held in Goa, India, on 17–19 July 2025. The book covers topics such as big data and data mining, data fusion, IoT programming toolkits and frameworks, green communication systems and network, use of ICT in smart cities, sensor networks and embedded system, network and information security, wireless and optical networks, security, trust, and privacy, routing and control protocols, cognitive radio and networks, and natural language processing. Bringing together experts from different countries, the book explores a range of central issues from an international perspective.
The Silo Effect
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Author : Gillian Tett
language : en
Publisher: Hachette UK
Release Date : 2015-08-27
The Silo Effect written by Gillian Tett and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-27 with Business & Economics categories.
Ever since civilised society began, we have felt the need to classify, categorise and specialise. It can make things more efficient, and help give the leaders of any organisation a sense of confidence that they have the right people focusing on the right tasks. But it can also be catastrophic, leading to tunnel vision and tribalism. Most importantly it can create a structural fog, with the full picture of where an organisation is heading hidden from view. It is incredibly widespread: the chances are these 'silos' are rife in any organisation or profession, whether your business, or your local school or hospital. Across industries and cultures, as this brilliant and penetrating book shows, silos have the power to collapse companies and destabilise financial markets, yet they still dominate the workplace. They blind and confuse us, often making modern institutions act in risky, silly and damaging ways. Gillian Tett has spent years covering financial markets and business, but she's also a trained anthropologist, having completed a doctorate at Cambridge University and conducted field work in Tibet and Tajikistan. She's no stranger to questioning the assumptions and practices of a culture. Those in question - financial trading desks, urban police forces, surgical teams within medical clinics, software debuggers and consumer product engineers - have practices and rituals as ordered and intricate as those of any far-flung tribe. In The Silo Effect, she uses an anthropological lens to explore how individuals, teams and whole organisations often work in silos of thought, process and product. With examples drawn from a range of fascinating areas - the New York Fire Department and Facebook to the Bank of England and Sony - these narratives illustrate not just how foolishly people can behave when they are mastered by silos but also how the brightest institutions and individuals can master them. The Silo Effect is a sharp, visionary and inspiring work with the insight, prescriptions and power to remove our organisational blinders and transform the way we think for the better.