Название: Spring Boot with React and AWS: Learn to Deploy a Full Stack Spring Boot React Application to AWS
Автор: Ravi Kant Soni, Namrata Soni
Издательство: Apress
Год: 2021
Формат: PDF
Страниц: 236
Размер: 13 Mb
Язык: English

Create and deploy full-stack Spring Boot applications with React and AWS. This practical and authoritative guide teaches you the fundamentals of Amazon Web Services with no prior experience.
You will start by learning the fundamentals of AWS, including EC2, S3, IAM, and load balancer. Next, you will learn to deploy a Spring Boot REST API to AWS with Elastic Beanstalk, which will give you the ability to build and deploy a Spring Boot application. You will explore the RDS relational database and create an instance of a MySQL database in AWS with RDS.

Название: Algorithms on Trees and Graphs: With Python Code, Second Edition
Автор: Gabriel Valiente
Издательство: Springer
Год: 2021
Страниц: 392
Язык: английский
Формат: pdf (true), epub
Размер: 41.1 MB

Graph algorithms is a well-established subject in mathematics and computer science. Beyond classical application fields, like approximation, combinatorial optimization, graphics, and operations research, graph algorithms have recently attracted increased attention from computational biology, bioinformatics, and computational chemistry. This textbook introduces graph algorithms on an intuitive basis followed by a detailed exposition using structured pseudocode, with correctness proofs as well as worst-case analyses. Centered around the fundamental issue of graph isomorphism, the content goes beyond classical graph problems of shortest paths, spanning trees, flows in networks, and matchings in bipartite graphs. Advanced algorithmic results and techniques of practical relevance are presented in a coherent and consolidated way.

Название: AI Assistants
Автор: Roberto Pieraccini
Издательство: The MIT Press
Год: 2021
Страниц: 290
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

An accessible explanation of the technologies that enable such popular voice-interactive applications as Alexa, Siri, and Google Assistant. Have you talked to a machine lately? Asked Alexa to play a song, asked Siri to call a friend, asked Google Assistant to make a shopping list? This volume in the MIT Press Essential Knowledge series offers a nontechnical and accessible explanation of the technologies that enable these popular devices. Roberto Pieraccini, drawing on more than thirty years of experience at companies including Bell Labs, IBM, and Google, describes the developments in such fields as artificial intelligence, machine learning, speech recognition, and natural language understanding that allow us to outsource tasks to our ubiquitous virtual assistants.

Название: Learning Deep Learning: Theory and Practice of Neural Networks, Computer Vision, NLP, and Transformers using TensorFlow
Автор: Magnus Ekman
Издательство: Addison-Wesley Professional
Год: 2022
Формат: True PDF, ePUB
Страниц: 747
Размер: 10 Mb, 43 Mb
Язык: English

Learning Deep Learning is a complete guide to deep learning with TensorFlow, the #1 Python library for building these breakthrough applications. Illuminating both the core concepts and the hands-on programming techniques needed to succeed, this book is ideal for developers, data scientists, analysts, and others--including those with no prior machine learning or statistics experience.

Название: Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and The Cloud, Global Edition
Автор: Paul Deitel, Harvey Deitel
Издательство: Pearson
Год: 2022
Формат: PDF
Страниц: 882
Размер: 49,2 Mb
Язык: English

A groundbreaking, flexible approach to computer science anddata science The Deitels' Introduction to Python for ComputerScience and Data Science: Learning to Program with AI, Big Data and the Cloudoffers a unique approach to teaching introductory Python programming,appropriate for both computer-science and data-science audiences. Providing themost current coverage of topics and applications, the book is paired withextensive traditional supplements as well as Jupyter Notebooks supplements.Real-world datasets and artificial-intelligence technologies allow students towork on projects making a difference in business, industry, government andacademia. Hundreds of examples, exercises, projects (EEPs) and implementationcase studies give students an engaging, challenging and entertainingintroduction to Python programming and hands-on data science.

Название: Introduction to Java Programming and Data Structures, Comprehensive Version, Global Edition, 12th Edition
Автор: Y. Daniel Liang
Издательство: Pearson
Год: 2022
Формат: PDF
Страниц: 1241
Размер: 99 Mb
Язык: English

For courses in Java Programming. A fundamentals-first introduction to basic programming concepts andtechniques Introduction to Java Programming and Data Structures seamlessly integrates programming, data structures,and algorithms into one text. With a fundamentals-first approach, the textbuilds a strong foundation of basic programming concepts and techniques beforeteaching students object-oriented programming and advanced Java programming.Liang explains programming in a problem-driven way that focuses on problemsolving rather than syntax, illustrating basic concepts by example andproviding a large number of exercises with various levels of difficulty forstudents to practice. The 12th Edition is completely revised in everydetail to enhance clarity, presentation, content, examples, and exercises.

Название: Учимся программировать с примерами на Python
Автор: Фримен Эрик
Издательство: Диалектика
Год: 2020
Формат: pdf
Страниц: 642
Размер: 115,4 Мб
Язык: русский

В мире современных технологий все вокруг нас становится взаимосвязанным, настраиваемым, программируемым и в каком-то смысле компьютерным. Можно оставаться пассивным наблюдателем, а можно научиться программировать. Самое главное - это начать думать как программист. С помощью этой книги вы освоите свой первый язык программирования и узнаете, как заставить компьютер выполнять ваши команды. На примере языка Python вы пошагово изучите базовые концепции программирования и многие фундаментальные темы компьютерных наук, включая структуры данных, файлы, объекты, рекурсию и модульную организацию приложений.

Название: D, the Best Programming Language, for Former Python Developers : Learn D Programming for Python Developers
Автор: Victor Porton
Издательство: Leanpub
Год: 2020-12-31
Страниц: 333
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

A book about D programming language or DLang for Python programmers. “There is no best programming language”, they say. There is, for most applications it is D. The book starts from a comparison of D to Python and teaches all important features of D. D has all the features of Python but speed comparable to C and reliability comparable to Ada! D programming language or DLang for Python programmers: rapid software development of high performance software and a reliable software technology. “There is no best programming language”, they say. There is, for most applications it is D.

Название: Practical Linear Algebra for Machine Learning
Автор: Amirsina Torf
Издательство: Instill AI
Год: December, 2020
Язык: английский
Формат: pdf (true)
Размер: 10.18 MB

Whether you want to learn Machine Learning for your work or research or you want to become a master, so the others pay you to do it, you need to know how it works. For knowing how it works, you NEED TO KNOW Linear Algebra, which is the foundation of Machine Learning. BUT Linear Algebra is too boundless! In this book, you will get what is NECESSARY. I have been blogging about Machine Learning for a while and after searching and searching I realized there is a deficiency of an organized book which (1) teaches the most used Linear Algebra concepts in Machine Learning, (2) provides practical notions using everyday used programming languages such as Python, and (3) be concise and NOT unnecessarily lengthy.

Название: From Ruby to Golang : A Ruby Programmer's Guide to Learning Go
Автор: Joel Bryan Juliano
Издательство: Leanpub
Год: 2021
Формат: ePUB, PDF, MOBI
Страниц: 166
Размер: 10 Mb
Язык: English

By teaching familiar implementations found in Ruby, you will see the correlation between the two languages, establishing familiar concepts to give you enough knowledge to be comfortable with Go and to start programming with it.Imagine that you like to learn a new programming language, and you start by leveraging what you already know and bridge the gap in learning specific parts of the new language. This book was created on that idea, it starts with using my existing language knowledge and experience to breakdown Go into familiar Ruby concepts and implementations.