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Название: Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice
Автор: Vineet Raina and Srinath Krishnamurthy
Издательство: Apress
Год: 2022
Формат: true pdf/epub
Страниц: 376
Размер: 14.8 Mb
Язык: English

Gain a deep understanding of data science and the thought process needed to solve problems in that field using the required techniques, technologies and skills that go into forming an interdisciplinary team. This book will enable you to set up an effective team of engineers, data scientists, analysts, and other stakeholders that can collaborate effectively on crucial aspects such as problem formulation, execution of experiments, and model performance evaluation.

Название: Windows 10 Troubleshooting: Learn to Troubleshoot and Repair Windows 10 Problems Like the Pros Do
Автор: Mike Halsey
Издательство: Apress
Год: 2022
Формат: PDF
Страниц: 807
Размер: 48 Mb
Язык: English

Troubleshoot Windows 10 the way the experts do, whatever device or form factor you are using. Focus on the problems that most commonly plague PC users and fix each one with a step-by-step approach that helps you understand the cause, solution, and tools required.

Название: Introducing Microsoft Quantum Computing for Developers: Using the Quantum Development Kit and Q#
Автор: Johnny Hooyberghs
Издательство: Apress
Год: 2022
Формат: true pdf/epub
Страниц: 403
Размер: 40.6 Mb
Язык: English

Dive in with this hands-on introduction to quantum computing with the Microsoft Quantum Development Kit and Q# for software developers.
You may have heard about quantum computing, but what does it mean to you as a software developer? With many new developments, a resurgence in interest, and investment by some of the largest tech companies in the world to be the first to market with quantum programming (QP) hardware and platforms, it is no longer a tool in the distant future. Developers are at the forefront, now able to create applications that take advantage of QP through simulations. While the skill is of interest, for many developers, quantum computing and its implications still remains a mystery.

Название: Men of Terror: A Comprehensive Analysis of Viking Combat
Издательство: Westholme Publishing
Год: 2021
Формат: EPUB, PDF (Conv)
Страниц: 352
Размер: 58 Mb
Язык: English

Men of Terror: A Comprehensive Analysis of Viking Combat

Название: Linux System Administration: A Practical Guide to Installation, Configuration, and Management (Third Early Release)
Автор: Ken Hess
Издательство: O’Reilly Media, Inc.
Год: 2021-12-09
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This essential guide covers all aspects of Linux system administration, from user maintenance, backups, filesystem housekeeping, storage management, and network setup to hardware and software troubleshooting and some application management. It's both a practical daily reference manual for sysadmins and IT pros and a handy study guide for those taking Linux certification exams. You'll turn to it frequently, not only because of the sheer volume of valuable information it provides but because of the real-world examples within and the clear, useful way the information is presented.

Название: Machine Learning with PySpark: With Natural Language Processing and Recommender Systems 2nd Edition
Автор: Pramod Singh
Издательство: Apress
Год: 2022
Страниц: 230
Язык: английский
Формат: pdf (true), epub
Размер: 19.1 MB

Master the new features in PySpark 3.1 to develop data-driven, intelligent applications. This updated edition covers topics ranging from building scalable Machine Learning models, to natural language processing, to recommender systems. Machine Learning with PySpark, Second Edition begins with the fundamentals of Apache Spark, including the latest updates to the framework. Next, you will learn the full spectrum of traditional Machine Learning algorithm implementations, along with natural language processing and recommender systems. You’ll gain familiarity with the critical process of selecting Machine Learning algorithms, data ingestion, and data processing to solve business problems. You’ll see a demonstration of how to build supervised Machine Learning models such as linear regression, logistic regression, decision trees, and random forests.

Название: 2030. Как современные тренды влияют друг на друга и на наше будущее
Автор: Мауро Гильен
Издательство: Альпина паблишер
Год: 2022
Формат: fb2, rtf
Размер: 16 Мб
Качество: Хорошее
Язык: Русский

Меньше чем через десять лет наша планета изменится до не узнаваемости. Пенсионеры, накопившие солидный капитал, и средний класс из Индии и Китая будут определять развитие мирового потребительского рынка, в Африке произойдет промышленная революция, в списках богатейших людей женщины обойдут мужчин, на заводах роботов будет больше, чем рабочих, а главными проблемами человечества станут изменение климата и доступ к чистой воде.

Название: Full Stack Testing: A Practical Guide for Delivering High Quality Software (Fourth Early Release)
Автор: Gayathri Mohan
Издательство: O’Reilly Media, Inc.
Год: 2021-12-08
Страниц: 359
Язык: английский
Формат: epub
Размер: 17.7 MB

Testing is a critical discipline for any organization looking to deliver high-quality software. This practical book provides software developers and QA engineers with a comprehensive one-stop guide to testing skills in 10 different categories. You'll learn appropriate strategies, concepts, and practical implementation knowledge you can apply from both a development and testing perspective for web and mobile applications. Author Gayathri Mohan offers examples of more than 40 tools you can use immediately. You'll acquire the skills to conduct exploratory testing, test automation, cross-functional testing, data testing, mobile testing, and visual testing, as well as tests for performance, security, and accessibility.

Название: Efficient Deep Learning: Training and Deploying Models that are Smaller, Faster, and Better (Early Release)
Автор: Gaurav Menghani
Издательство: O’Reilly Media, Inc.
Год: 2021-12-08
Язык: английский
Формат: pdf, epub
Размер: 14.9 MB

Make Deep Learning models more efficient by using fewer resources to deliver better quality. With this book, you'll examine algorithms and techniques used by researchers and engineers at Google, Facebook, and other AI labs to train and deploy models on devices ranging from server-side machines to tiny microcontrollers. Gaurav Menghani, staff software engineer at Google Research, examines the fundamentals and practical techniques that can help you optimize your model training and deployment workflows. Your models will perform as well as or better than before using a fraction of resources.

Название: How to Lead in Data Science
Автор: Jike Chong, Yue Cathy Chang
Издательство: Manning Publications
Год: 2021
Страниц: 512
Язык: английский
Формат: epub
Размер: 14.6 MB

A field guide for the unique challenges of data science leadership, filled with transformative insights, personal experiences, and industry examples. How to Lead in Data Science is full of techniques for leading data science at every seniority level—from heading up a single project to overseeing a whole company's data strategy. Authors Jike Chong and Yue Cathy Chang share hard-won advice that they've developed building data teams for LinkedIn, Acorns, Yiren Digital, large asset-management firms, Fortune 50 companies, and more. You'll find advice on plotting your long-term career advancement, as well as quick wins you can put into practice right away. Carefully crafted assessments and interview scenarios encourage introspection, reveal personal blind spots, and highlight development areas.