Hands On Julia Programming

Hands On Julia Programming

An Authoritative Guide to the Production-Ready Systems in Julia (English Edition) Sambit Kumar Dash ... Do not feed the models, https://github.com/FluxML/model-zoo 8 Metalhead.jl, Computer vision models for Flux, ...

Author: Sambit Kumar Dash

Publisher: BPB Publications

ISBN: 9789391030889

Category: Computers

Page: 388

View: 509

Build production-ready machine learning and NLP systems using functional programming, development platforms, and cloud deployment. KEY FEATURES ● In-depth explanation and code samples highlighting the features of the Julia language. ● Extensive coverage of the Julia development ecosystem, package management, DevOps environment integration, and performance management tools. ● Exposure to the most important Julia packages that aid in Data and Text Analytics and Deep Learning. DESCRIPTION The Julia Programming language enables data scientists and programmers to create prototypes without sacrificing performance. Nonetheless, skeptics question its readiness for production deployments as a new platform with a 1.0 release in 2018. This book removes these doubts and offers a comprehensive glimpse at the language's use throughout developing and deploying production-ready applications. The first part of the book teaches experienced programmers and scientists about the Julia language features in great detail. The second part consists of gaining hands-on experience with the development environment, debugging, programming guidelines, package management, and cloud deployment strategies. In the final section, readers are introduced to a variety of third-party packages available in the Julia ecosystem for Data Processing, Text Analytics, and developing Deep Learning models. This book provides an extensive overview of the programming language and broadens understanding of the Julia ecosystem. As a result, it assists programmers, scientists, and information architects in selecting Julia for their next production deployments. WHAT YOU WILL LEARN ● Get to know the complete fundamentals of Julia programming. ● Explore Julia development frameworks and how to work with them. ● Dig deeper into the concepts and applications of functional programming. ● Uncover the Julia infrastructure for development, testing, and deployment. ● Learn to practice Julia libraries and the Julia package ecosystem. ● Processing Data, Deep Learning, and Natural Language Processing with Julia. WHO THIS BOOK IS FOR This book is for Data Scientists and application developers who want to learn about Julia application development. No prior Julia knowledge is required but knowing the basics of programming helps understand the objectives of this book. TABLE OF CONTENTS 1. Getting Started 2. Data Types 3. Conditions, Control Flow, and Iterations 4. Functions and Methods 5. Collections 6. Arrays 7. Strings 8. Metaprogramming 9. Standard Libraries Module 2. The Development Environment 10. Programming Guidelines in Julia 11. Performance Management 12. IDE and Debugging 13. Package Management 14. Deployment Module 3. Packages in Julia 15. Data Transformations 16. Text Analytics 17. Deep Learning
Categories: Computers

Toward Healthy Aging E Book

Toward Healthy Aging   E Book

This will help reduce eyestrain • Clean your hands and your contact lenses properly • Practice workplace eye safety (protective eye wear if required) From National Eye Institute: Information for healthy vision (website), 2021.

Author: Theris A. Touhy

Publisher: Elsevier Health Sciences

ISBN: 9780323811668

Category: Medical

Page: 538

View: 967

Provide holistic, compassionate nursing care for older adults! Based on evidence-based protocols, Toward Healthy Aging, 11th Edition helps you master gerontological nursing skills with an approach that focuses on health, wholeness, and the potential in aging. In promoting healthy aging, the text emphasizes caring and respect for the person. Special sections provide an honest look at the universal experience of aging. Written by gerontological nursing experts Theris A. Touhy and Kathleen F. Jett, this classic text helps you learn to apply scientific research, build critical thinking skills, and prepare for success on the NCLEX® exam and in clinical practice. Promoting Healthy Aging: Implications for Gerontological Nursing sections help you apply concepts to assessments and interventions. A Student Speaks and An Elder Speaks sections at the beginning of every chapter provide perspectives of older people and nursing students. Nursing Studies provide practice examples designed to assist you in assessment, planning, interventions, and outcomes to promote healthy aging. Learning objectives in every chapter introduce important content and define learning goals and expectations. Key concepts provide a concise review of the most important points found in each chapter. Critical Thinking Questions and Activities help you apply concepts and build clinical judgment skills. Safety Alerts emphasize QSEN competencies and safety issues related to care of older adults. Tips for Best Practice boxes summarize evidence-based nursing interventions for practice. Research Highlights boxes summarize important research studies in the field of gerontology Research Questions include suggestions and ideas for pursuing nursing research. Healthy People boxes reference the goals cited in Healthy People 2020. NEW! Next Generation NCLEX® (NGN) examination-style case studies at the end of chapters include questions to help you prepare for the NGN exam. NEW! Completely updated content helps you develop clinical judgment skills, identified by the NCSBN and the AACN as a key attribute of professional nursing. NEW! Updated topics include COPD guidelines, theories of aging, medication use and misuse, palliative care, wound care guidelines, genomic research, and LGBT family relationships and sexualty in older adults.
Categories: Medical

A Practical Guide to Autism

A Practical Guide to Autism

Several different versions of auditory treatments exist. ... Another program emphasizing improved listening and attending skills is Fast ForWord®, a computer-based program administered by professionals specifically trained in the method ...

Author: Fred R. Volkmar

Publisher: John Wiley & Sons

ISBN: 9781119685807

Category: Family & Relationships

Page: 304

View: 727

An accessible guide to the most recent information about autism The revised and updated second edition of A Practical Guide to Autism offers an authoritative guide to the diagnosis, assessment, and treatment of Autism/Autism Spectrum Disorder. Written by two highly regarded medical professionals, the book offers parents, family memberts, and teachers a useful review of the concept of autism, its diagnosis, and the most current treatments available. This comprehensive resource covers the range of the condition in infants, young, and school age children, adolescents, and adults. The authors explore evidence-based treatments and review of some of the alternative and complementary treatments proposed for autism. Information on educational programs and entitlement services are also provided. In addition, the book contains information on issues, such as medical care, medication use, safety, behavioral, and mental health problems. The book covers the range of ages and entire spectrum of autism and provides an introduction to the diagnostic concept. With the expanding number of treatments and interventions this book is a useful guide for all those involved in caring for individuals on the autism spectrum. This important guide: Offers lists of resources for parents and professionals compiled by experts in the field and reviewed by parents. Includes updated research that adheres to DSM-5 standards. Provides an accessible resource with succinct content delivery Contains new discussions on modern treatments that have been identified since the publication of the first edition. Written for parents, teachers, and caregivers, A Practical Guide to Autism, Second Edition offers an updated and expanded edition to the practical guide to autism.
Categories: Family & Relationships

Senior Services Today

Senior Services Today

Libraries can improve accessibility for vision-impaired seniors and patrons beyond ordering audiobooks, ... Consider preprogramming screens on certain computers to a higher display setting and specifying which computers are zoomed in ...

Author: Ashley Brooks

Publisher: Rowman & Littlefield

ISBN: 9781538148839

Category: Language Arts & Disciplines

Page: 127

View: 465

Senior Services Today will help library staff provide excellent services and programs for older adults. This practical guide’s purpose will guide libraries and seniors in cultivating symbiotic relationships with a key community by intwining the library’s core mission with seniors’ personal values.
Categories: Language Arts & Disciplines

The Science and Technology of Growing Young

The Science and Technology of Growing Young

An Insider's Guide to the Breakthroughs that Will Dramatically Extend Our Lifespan . . . and What You Can Do Right ... AI tools like computer vision and deep learning analysis are poised to upgrade the diagnostic capabilities of even ...

Author: Sergey Young

Publisher: BenBella Books

ISBN: 9781953295392

Category: Health & Fitness

Page: 210

View: 800

Wall Street Journal, USA Today, and Publishers Weekly bestseller The prospect of living to 200 years old isn’t science fiction anymore. A leader in the emerging field of longevity offers his perspective on what cutting-edge breakthroughs are on the horizon, as well as the practical steps we can take now to live healthily to 100 and beyond. In The Science and Technology of Growing Young, industry investor and insider Sergey Young demystifies the longevity landscape, cutting through the hype and showing readers what they can do now to live better for longer, and offering a look into the exciting possibilities that await us. By viewing aging as a condition that can be cured, we can dramatically revolutionize the field of longevity and make it accessible for everyone. Join Sergey as he gathers insights from world-leading health entrepreneurs, scientists, doctors, and inventors, providing a comprehensive look into the future of longevity in two horizons: • The Near Horizon of Longevity identifies the technological developments that will allow us to live to 150—some of which are already in use—from AI-based diagnostics to gene editing and organ regeneration. • The Far Horizon of Longevity offers a tour of the future of age reversal, and the exciting technologies that will allow us to live healthily to 200, from Internet of Bodies to digital avatars to AI-brain integration. In a bonus chapter, Sergey also showcases 10 longevity choices that we already know and can easily implement to live to 100, distilling the science behind diet, exercise, sleep, mental health, and our environments into attainable habits and lifestyle hacks that anyone can adopt to vastly improve their lives and workplaces. Combining practical advice with an incredible overview of the brave new world to come, The Science and Technology of Growing Young redefines what it means to be human and to grow young.
Categories: Health & Fitness

Matthew Bender Practice Guide California Wages And Hours

Matthew Bender Practice Guide  California Wages And Hours

... sary to work independently and without desh kupervision co The employee is engaged in the operation of computers or ... computer - aided design software , inchiding CADICAM but who is not in a computer were analysis or programmining ...

Author: George Abele

Publisher: LexisNexis

ISBN: 9781632835741

Category: Law


View: 688

Matthew Bender Practice Guide: California Wages And Hours provides practical guidance on the most significant wage and hours issues in California. It covers minimum wage coverage, exemptions from minimum wages and overtime, and restrictions on hours of work; determining compensable hours and calculating proper wage payments; wage payment: time, place, manner, and permissible deductions; administrative and judicial remedies; child labor laws; and wage and hour class actions.
Categories: Law

Informatics in Schools Rethinking Computing Education

Informatics in Schools  Rethinking Computing Education

14th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2021, ... with programming in primary education, and some earlier ICT textbooks contained programming passages, other computer ...

Author: Erik Barendsen

Publisher: Springer Nature

ISBN: 9783030902285

Category: Education

Page: 161

View: 585

This book constitutes the proceedings of the 14th International Conference on Informatics in Schools: Situation, Evolution and Perspectives, ISSEP 2021, held in Nijmegen, The Netherlands, in November 2020. Due to COVID-19 related travelling restrictions the conference had to be switched to online format. The 12 full papers presented were carefully reviewed and selected from 29 submissions. They are organized in topical sections named: Fostering Computational Thinking, Programming Education, Advancing Computing Education, and Teachers’ Professional Development.
Categories: Education

Early s Physical Dysfunction Practice Skills for the Occupational Therapy Assistant E Book

Early   s Physical Dysfunction Practice Skills for the Occupational Therapy Assistant E Book

When developing intervention plans for older clients with multiple diagnoses, the practitioner must be aware of how one ... Evaluation of a computer-assisted errorless learning-based memory training program for patients with early ...

Author: Mary Elizabeth Patnaude

Publisher: Elsevier Health Sciences

ISBN: 9780323550543

Category: Medical

Page: 656

View: 907

Master the role and skills of the OTA in caring for adults with physical disabilities! Early’s Physical Dysfunction Practice Skills for the Occupational Therapy Assistant, 4th Edition is the only textbook on the rehabilitation process written specifically for OTA students and practitioners. It takes a client-centered approach, following the latest Occupational Therapy Practice Framework in addressing topics such as assessment, intervention principles, and clinical applications. New to this edition is an Intervention Principles for Feeding and Eating chapter plus the latest advances in OT technology. From a team of expert contributors led by Mary Elizabeth Patnaude, this book shows how you can succeed in the OTA role and help clients learn to perform functional tasks. Coverage of advances in OT assessment and intervention includes prosthetics and assistive technologies, along with the assessment and interventions of TBI (traumatic brain injury) problems related to cognitive and visual perception. Case studies offer snapshots of real-life situations and solutions, with many cases threaded through an entire chapter. Client-centered approach shows how to include the client when making decisions about planning and treatment, using the terminology and abbreviations from the Occupational Therapy Practice Framework. Evidence-based content includes clinical trials and outcome studies, especially those relating to intervention. Cultural diversity and cultural sensitivity information helps you understand the beliefs and customs of other cultures so you can provide appropriate care. Information on prevention addresses safety and the prevention of accidents and injury. Key terms, chapter outlines, and chapter objectives introduce the essential information in each chapter. Reading guide questions and summaries in each chapter make it easier to measure your comprehension of the material. NEW! Intervention Principles for Feeding and Eating chapter is added to this edition. NEW! Reorganization of all chapters aligns content more closely with the Occupational Therapy Practice Framework. NEW! Combined chapters make the material more concise and easier to navigate.
Categories: Medical

Digital Games and Mental Health

Digital Games and Mental Health

1st International Symposium On Computer Human Interaction In Mobile Technology, Singapore. ... Effects of interactive physical-activity video-game training on physical and cognitive function in older adults. Psychol.

Author: Rachel Kowert

Publisher: Frontiers Media SA

ISBN: 9782889714612

Category: Science

Page: 218

View: 166

Categories: Science

Information Technology for Management

Information Technology for Management

The commandments were created as a set of standards to guide and instruct people in the ethical use of computers. ... Thou shalt think about the social consequences of the program you are writing or the system you are designing. 10.

Author: Efraim Turban

Publisher: John Wiley & Sons

ISBN: 9781119702900

Category: Computers

Page: 640

View: 982

Information Technology for Management, 12 Edition provides students with a comprehensive understanding of the latest technological developments in IT and the critical drivers of business performance, growth, and sustainability. Integrating feedback from IT managers and practitioners from top-level organizations worldwide, the newest edition of this well-regarded textbook features thoroughly revised content throughout to present students with a realistic, up-to-date view of IT management in the current business environment. The text offers a flexible, student-friendly presentation of the material through a pedagogy that is designed to help students with different learning styles easily comprehend and retain information. This blended learning approach combines visual, textual, and interactive content—featuring numerous real-world case studies of how businesses use IT to increase efficiency and productivity, strengthen collaboration and communication, and maximize their competitive advantage. Students learn how IT is leveraged to reshape enterprises, engage and retain customers, optimize systems and processes, manage business relationships and projects, and more.
Categories: Computers