Название: Machine Learning Algorithms Using Python Programming
Автор: Gopal Sakarkar, Gaurav Patil, Prateek Dutta
Издательство: Nova Science Publishers
Год: 2021
Формат: True PDF
Страниц: 186
Размер: 10 Mb
Язык: English

The machine learning field is concerned with the question of how to create computer programs that automatically improve information. In recent years, many successful electronic learning applications have been made, from data mining systems that learn to detect fraudulent credit card transactions, filtering programs that learn user readings, to private cars that learn to drive on public highways. At the same time, there have been significant developments in the concepts and algorithms that form the basis for this field. Machine learning is programming computers to optimize a performance criterion using example data or past experience.

Название: Starting out with Python, 5th Edition
Автор: Tony Gaddis
Издательство: Pearson
Год: 2021
Формат: PDF
Страниц: 886
Размер: 29,3 Mb
Язык: English

A clear and student-friendly introduction to the fundamentals of Python
In Starting Out with Python®, 5th Edition , Tony Gaddis’ accessible coverage introduces students to the basics of programming in a high level language. Python, an easy-to-learn and increasingly popular object-oriented language, allows readers to become comfortable with the fundamentals of programming without the troublesome syntax that can be challenging for novices. With the knowledge acquired using Python, students gain confidence in their skills and learn to recognize the logic behind developing high-quality programs. Starting Out with Python discusses control structures, functions, and lists before classes.

Название: MATLAB For Dummies, 2nd Edition
Автор: Jim Sizemore, John Paul Mueller
Издательство: For Dummies
Год: 2021
Страниц: 499
Язык: английский
Формат: pdf (true), epub
Размер: 15.2 MB, 10.1 MB

Go from total MATLAB newbie to plotting graphs and solving equations in a flash! MATLAB is one of the most powerful and commonly used tools in the STEM field. But did you know it doesn't take an advanced degree or a ton of computer experience to learn it? MATLAB For Dummies is the roadmap you've been looking for to simplify and explain this feature-filled tool. This handy reference walks you through every step of the way as you learn the MATLAB language and environment inside-and-out. Starting with straightforward basics before moving on to more advanced material like Live Functions and Live Scripts, this easy-to-read guide shows you how to make your way around MATLAB with screenshots and newly updated procedures.

Название: The Definitive Guide to Azure Data Engineering: Modern ELT, DevOps, and Analytics on the Azure Cloud Platform
Автор: Ron C. L’Esteve
Издательство: Apress
Год: 2021
Формат: PDF
Страниц: 611
Размер: 32,2 Mb
Язык: English

Build efficient and scalable batch and real-time data ingestion pipelines, DevOps continuous integration and deployment pipelines, and advanced analytics solutions on the Azure Data Platform. This book teaches you to design and implement robust data engineering solutions using Data Factory, Databricks, Synapse Analytics, Snowflake, Azure SQL database, Stream Analytics, Cosmos database, and Data Lake Storage Gen2. You will learn how to engineer your use of these Azure Data Platform components for optimal performance and scalability. You will also learn to design self-service capabilities to maintain and drive the pipelines and your workloads.

Название: Reservoir Computing: Theory, Physical Implementations, and Applications
Автор: Kohei Nakajima, Ingo Fischer
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 463
Размер: 20,6 Mb
Язык: English

This book is the first comprehensive book about reservoir computing (RC). RC is a powerful and broadly applicable computational framework based on recurrent neural networks. Its advantages lie in small training data set requirements, fast training, inherent memory and high flexibility for various hardware implementations. It originated from computational neuroscience and machine learning but has, in recent years, spread dramatically, and has been introduced into a wide variety of fields, including complex systems science, physics, material science, biological science, quantum machine learning, optical communication systems, and robotics. Reviewing the current state of the art and providing a concise guide to the field, this book introduces readers to its basic concepts, theory, techniques, physical implementations and applications.

Название: Make Python Talk: Build Apps with Voice Control and Speech Recognition
Автор: Mark Liu.
Издательство: No Starch Press
Год: 2021
Формат: True (PDF, ePUB)
Страниц: 408
Размер: 11 Mb
Язык: English

This fun, hands-on book will take your basic Python skills to the next level as you build voice-controlled apps to use in your daily life. Starting with a Python refresher and an introduction to speech-recognition/text-to-speech functionalities, you’ll soon ease into more advanced topics, like making your own modules and building working voice-controlled apps.

Название: Programming with OpenSCAD: A Beginner's Guide to Coding 3D-Printable Objects
Автор: Justin Gohde and Marius Kintel.
Издательство: No Starch Press
Год: 2021
Формат: True PDF, ePUB
Страниц: 249
Размер: 11 Mb, 17,3 Mb
Язык: English

Programming with OpenSCAD is a STEM-focused, learn-to-code book for beginners that introduces core computational thinking concepts through the design of 3D-printable objects. Develop coding skills as you build increasingly complex 3D models and print them into fun games, puzzles, and more.

Название: Deep Learning in Computational Mechanics: An Introductory Course
Автор: Stefan Kollmannsberger, Davide D’Angella, Moritz Jokeit, Leon Herrmann
Издательство: Springer
Год: 2021
Формат: ePUB, PDF
Страниц: 108
Размер: 14,7 Mb
Язык: English

This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning’s fundamental concepts before neural networks are explained thoroughly. It then provides an overview of current topics in physics and engineering, setting the stage for the book’s main topics: physics-informed neural networks and the deep energy method.

Название: Cryptography And Networking Security: An Introduction
Автор: R. Achary
Издательство: ‎Mercury Learning and Information
Год: 2021
Формат: PDF
Размер: 21 Мб
Язык: английский / English

This book is an introduction to the fundamental concepts in the fields of cryptography and network security. Because cryptography is highly vulnerable to program errors, a simple testing of the cryptosystem will usually uncover a security vulnerability. In this book, the author takes the reader through all of the important design and implementation details of various cryptographic algorithms and network security protocols to enforce network security. The book is divided into four parts: Cryptography, Security Systems, Network Security Applications, and System Security. Numerous diagrams and examples throughout the book are used to explain cryptography and network security concepts.

Название: Гид по Computer Science, расширенное издание
Автор: Спрингер Вильям
Издательство: Питер
Год: 2021
Формат: pdf
Страниц: 304
Размер: 6,4 Мб
Язык: русский

Колосс на глиняных ногах — так можно назвать программиста без подготовки в области Computer Science. Уверенное владение основами позволяет «не изобретать велосипеды» и закладывать в архитектуру программ эффективные решения. Всё это избавляет от ошибок и чрезмерных затрат на тестирование и рефакторинг. Не беда, если вы чувствуете себя не у дел, когда другие программисты обсуждают аппроксимативный предел. Даже специалисты с опытом допускают ошибки из-за того, что подзабыли Computer Science.