Название: Прикладное машинное обучение с помощью Scikit-Learn, Keras и TensorFlow 2-е издание
Автор: Жерон Орельен
Издательство: Диалектика
Год: 2020
Формат: DjVu
Страниц: 1042
Размер: 10 Mb
Язык: Русский

Эта книга - замечательное введение в теорию и практику решения задач с помощью нейронных сетей; я рекомендую ее всем, кто заинтересован в освоении практического машинного обучения.
Пит Уорден, руководитель команды мобильной разработки TensorFlow

Название: Beginning Microsoft 365 Collaboration Apps: Working in the Microsoft Cloud, 2nd Edition
Автор: Ralph Mercurio, Brian Merrill
Издательство: Apress
Год: 2021
Страниц: 388
Язык: английский
Формат: pdf (true), epub
Размер: 35.6 MB

Start making the most of the latest collaboration tools in Microsoft 365 - including Teams, SharePoint, Power Apps, Power BI, Power Automate, Microsoft Groups, Office ProPlus, Yammer, Planner, Stream, Forms, and OneDrive. Integrate these collaboration tools into your team’s projects to boost productivity, engagement, innovation, and enjoyment at work. This book walks you through all the latest features, teaching you how to choose the right tools and get the most out of them for your situation.

Название: Azure Data Factory by Example: Practical Implementation for Data Engineers
Автор: Richard Swinbank
Издательство: Apress
Год: 2021
Страниц: 345
Язык: английский
Формат: pdf (true), epub
Размер: 22.3 MB

Data engineers who need to hit the ground running will use this book to build skills in Azure Data Factory v2 (ADF). The tutorial-first approach to ADF taken in this book gets you working from the first chapter, explaining key ideas naturally as you encounter them. From creating your first data factory to building complex, metadata-driven nested pipelines, the book guides you through essential concepts in Microsoft’s cloud-based ETL/ELT platform. It introduces components indispensable for the movement and transformation of data in the cloud. Then it demonstrates the tools necessary to orchestrate, monitor, and manage those components.

Название: Languages and Compilers for Parallel Computing: 32nd International Workshop
Автор: Santosh Pande, Vivek Sarkar
Издательство: Springer
Год: 2021
Страниц: 177
Язык: английский
Формат: epub
Размер: 18.9 MB

This book constitutes the thoroughly refereed post-conference proceedings of the 32nd International Workshop on Languages and Compilers for Parallel Computing, LCPC 2019, held in Atlanta, GA, USA, in October 2019. The 8 revised full papers and 3 revised short papers were carefully reviewed and selected from 17 submissions. The scope of the workshop includes advances in programming systems for current domains and platforms, e.g., scientific computing, batch/ streaming/ real-time data analytics, Machine Learning, cognitive computing, heterogeneous/ reconfigurable computing, mobile computing, cloud computing, IoT, as well as forward-looking computing domains such as analog and quantum computing.

Название: Modelling to Program: Second International Workshop
Автор: Ajantha Dahanayake, Oscar Pastor, Bernhard Thalheim
Издательство: Springer
Год: 2021
Страниц: 243
Язык: английский
Формат: epub
Размер: 20.2 MB

This book constitutes revised selected papers from the Second International Workshop on Modelling to Program, M2P 2020, held in Lappeenranta, Finland, in March 2020. Programming has become a technique for everybody, especially for non-computer scientists. Programs have become an essential part of modern infrastructure. Programming is nowadays a socio-material practice fundamental to the disciplines of science and engineering. Programs of the future must be understandable by all parties involved, must be accurate and precise enough for the task they support, and must support reasoning and controlled realisation and evolution at all levels of abstraction.

Название: Systems Analysis and Design, Global Edition, 10th Edition
Автор: Julie E. Kendall, Kenneth E. Kendall
Издательство: Pearson
Год: 2020
Формат: PDF
Страниц: 578
Размер: 38 Mb
Язык: English

The tenth edition of Systems Analysis and Design includes extensive changes inspired by the rapid changes in the IS field over the past four years, and they are included as a response to the thoughtful input of our audience of adopters, students, and academic reviewers. Many new and advanced features are integrated throughout this new edition.

Название: New Perspectives on Enterprise Decision-Making Applying Artificial Intelligence Techniques
Автор: Julian Andres Zapata-Cortes, Giner Alor-Hernandez
Издательство: Springer
Год: 2021
Страниц: 529
Язык: английский
Формат: pdf (true)
Размер: 20.5 MB

Artificial Intelligence (AI) techniques cover the automation of cognitive and physical tasks. These techniques help people to perform tasks faster and make better decisions. It enables the automation of decision-making process without human intervention. AI techniques can enhance automation by reducing intensive human labor and tedious tasks. There are more forms in which Artificial Intelligence is making a difference for enterprises in decision-making marketing, customer relationship management, recommender systems, problem-solving, opinion mining, augmented analytics, to mention but a few..

Название: Python - Learn a New Skill Today: Lab 2: Business Expenses (Visual Programming)
Автор: Cathy Young
Издательство: Independently published
Год: 2021
Страниц: 285
Язык: английский
Формат: pdf, azw, epub
Размер: 10.1 MB

Are you curious about the Python language and wondering how to read and write Excel files efficiently? This book uses the format of a hands-on lab to create a complete program, with simple code examples that gather and categorize business expense details. The lab uses the “openpyxl” functions to read, write, and format Excel objects. We’ll also use dictionaries and lists with the data to drastically improve performance. The code is organized around several lab functions. The compartmentalized functions provide a logical stopping place if you want to take a break and make it easier to “test” parts of your code and know they’re working OK.

Название: Artificial Neural Networks
Автор: Hugh Cartwright
Издательство: Humana Press, Springer
Год: 2021
Страниц: 371
Язык: английский
Формат: epub
Размер: 65.8 MB

This volume presents examples of how Artificial Neural Networks (ANNs) are applied in biological sciences and related areas. Chapters cover a wide variety of topics, including the analysis of intracellular sorting information, prediction of the behavior of bacterial communities, biometric authentication, studies of Tuberculosis, gene signatures in breast cancer classification, the use of mass spectrometry in metabolite identification, visual navigation, and computer diagnosis. Two decades ago it would have been hard to foresee the remarkable growth in the use of artificial intelligence (AI) in the physical and life sciences. But there is a simple explanation for that rise: AI tools work. Software is now readily available for Artificial Neural Networks, Genetic Algorithms, Deep Learning, Random Forests, Support Vector Machines, and other methods.

Название: Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance
Автор: Tom Rutkowski
Издательство: Springer
Год: 2021
Страниц: 175
Язык: английский
Формат: pdf (true), epub
Размер: 48.4 MB

The book proposes techniques, with an emphasis on the financial sector, which will make recommendation systems both accurate and explainable. The vast majority of Artificial Intelligence (AI) models work like black box models. However, in many applications, e.g., medical diagnosis or venture capital investment recommendations, it is essential to explain the rationale behind AI systems decisions or recommendations. Therefore, the development of Artificial Intelligence cannot ignore the need for interpretable, transparent, and explainable models. First, the main idea of the explainable recommenders is outlined within the background of neuro-fuzzy systems. In turn, various novel recommenders are proposed, each characterized by achieving high accuracy with a reasonable number of interpretable fuzzy rules.