Название: Developing Spark Applications with Python
Автор: Xavier Morera, Nereo Campos
Издательство: Big Data Inc
Год: December 16, 2019
Страниц: 103
Язык: английский
Формат: pdf
Размер: 14.4 MB

If you are going to work with Big Data or Machine Learning, you need to learn Apache Spark. If you need to learn Spark, you should get this book. Spark is fast, and it integrates with many different platforms and storage platforms. It can be used for data engineering or Machine Learning. Knowledge of Apache Spark is an excellent skill to have in your toolbelt. Spark redefines the way we work with Big Data as an open source, lightning-fast, general purpose and distributed framework that is easy to use and easy to learn, with a large and vibrant community, and that operates very well with the rest of the Hadoop ecosystem as well as other platforms, products and cloud services. Spark can help you process large amounts of data, both in the Data Engineering world, as well as in the Machine Learning one.

Название: Snowflake Essentials: Getting Started with Big Data in the Cloud
Автор: Frank Bell, Raj Chirumamilla, Bhaskar B. Joshi, Bjorn Lindstrom, Ruchi Soni, Sameer Videkar
Издательство: Apress
Год: 2022
Формат: PDF
Страниц: 347
Размер: 15,4 Mb
Язык: English

Understand the essentials of the Snowflake Database and the overall Snowflake Data Cloud. This book covers how Snowflake’s architecture is different from prior on-premises and cloud databases. The authors also discuss, from an insider perspective, how Snowflake grew so fast to become the largest software IPO of all time.

Название: Введение в программирование на Лиспе
Автор: Городняя Л.В., Березин Н.А.
Издательство: ИНТУИТ
Год: 2021
Формат: pdf
Размер: 12 мб
Язык: русский

В учебном пособии рассказано о программировании на языке Лисп, который за почти полувековую историю своего существования зарекомендовал себя как система с практически неограниченными возможностями символьного программирования. Лисп и его диалекты послужили основой широкого спектра прикладных разработок, оказавших существенное влияние на распространение информационных технологий. Знакомство с Лиспом — важная составляющая современного образования в области информатики. Лисп является ключом для изучения типовых задач системного программирования и искусственного интеллекта.

Название: Swarm Intelligence: Foundation, Principles, and Engineering Applications
Автор: Abhishek Sharma, Abhinav Sharma, Jitendra Kumar Pandey, Mangey Ram
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 141
Размер: 10 Mb
Язык: English

Swarm intelligence is one of the fastest-growing sub-fields of artificial intelligence and soft computing. This field includes multiple optimization algorithms to solve NP-hard problems for which conventional methods are not effective. It inspires researchers in engineering sciences to learn theories from nature and incorporate them.

Название: Natural Language Processing with Transformers (Sixth Early Release)
Автор: Lewis Tunstall , Leandro von Werra , Thomas Wolf
Издательство: O’Reilly Media, Inc.
Год: 2021-12-14
Страниц: 485
Язык: английский
Формат: pdf, epub
Размер: 27.8 MB

Since their introduction in 2017, Transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or machine learning engineer, this practical book shows you how to train and scale these large models using HuggingFace Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf use a hands-on approach to teach you how Transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve.

Название: Azure Arc-Enabled Kubernetes and Servers
Автор: Steve Buchanan, John Joyner
Издательство: Apress
Год: 2022
Формат: PDF
Страниц: 310
Размер: 16,2 Mb
Язык: English

Welcome to this introductory guide to using Microsoft’s Azure Arc service, a new multi-cloud management platform that belongs in every cloud or DevOps estate. As many IT pros know, servers and Azure Kubernetes Service drive a huge amount of consumption in Azure―so why not extend familiar management tools proven in Azure to on-premises and other cloud networks? This practical guide will get you up to speed quickly, with instruction that treads light on the theory and heavy on the hands-on experience to make setting up Azure Arc servers and Kubernetes across multiple clouds a lot less complex.

Название: Java Challenge: Fit fur das Job-Interview und die Praxis – mit mehr als 100 Aufgaben und Musterlosungen
Автор: Michael Inden
Издательство: dpunkt.verlag GmbH
Год: 2020
Страниц: 600
Язык: немецкий
Формат: epub
Размер: 10.16 MB

Ihr persönlicher Java-Coach! Mit uber 100 Ubungsaufgaben und Programmierpuzzles inklusive Losungen zum Knobeln und Erweitern Ihrer Kenntnisse bietet Ihnen »Java Challenge« eine optimale Vorbereitung auf die nachste Prufung oder ein Job-Interview. Dabei werden alle praxisrelevanten Themengebiete wie Arrays, Datenstrukturen, Rekursion, Date and Time API usw. berucksichtigt.

Название: Coding for Kids in C++: Learn to Code with Amazing Activities, Games and Puzzles in C++
Автор: Bob Mather
Издательство: Independently published
Год: 2021
Страниц: 129
Язык: английский
Формат: pdf , epub
Размер: 17.9 MB

Are you looking to teach children how to code? Or are you looking to start coding? This book on beginner C++ is the answer. For the last couple of years, the news keeps talking about the digital economy and how everyone needs programmers. It seems like everyone wants to learn how to code. However, it is not that easy. Coding is a skill; and like any skill it takes time to learn. Like any skill, the younger you start; the better you get. From my personal experience with coding and also with teaching young kids how to code, let me tell you that coding is a lot of fun and extremely gratifying.

Название: Artificial Intelligence and Soft Computing: 20th International Conference, ICAISC 2021 Virtual Event, June 21–23, 2021 Proceedings, Part II
Автор: Leszek Rutkowski, Rafal Scherer
Издательство: Springer
Серия: Lecture Notes in Artificial Intelligence
Год: 2021
Страниц: 535
Язык: английский
Формат: pdf (true)
Размер: 43.7 MB

The two-volume set LNAI 12854 and 12855 constitutes the refereed proceedings of the 20th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2021, held in Zakopane, Poland, in June 2021. The 89 full papers presented were carefully reviewed and selected from 195 submissions. The papers included both traditional artificial intelligence methods and soft computing techniques.

Название: Practical AI for Healthcare Professionals
Автор: Abhinav Suri
Издательство: Apress
Год: 2022
Формат: ePUB, PDF
Страниц: 266
Размер: 10 Mb
Язык: English

Use Artificial Intelligence (AI) to analyze and diagnose what previously could only be handled by trained medical professionals. This book gives an introduction to practical AI, focusing on real-life medical problems, how to solve them with actual code, and how to evaluate the efficacy of these solutions.
You’ll start by learning how to diagnose problems as ones that can and cannot be solved with AI or computer science algorithms. If you’re not familiar with those algorithms, that’s not a problem. You’ll learn the basics of algorithms and neural networks and when each should be applied. Then you’ll tackle the essential parts of basic Python programming relevant to data processing and making AI programs. The TensorFlow library alogn with Numpy and Scikit-Learn are covered, too.