Название: Natural Computing with Python: Learn to implement genetic and evolutionary algorithms for problem solving in a pythonic way
Автор: Giancarlo Zaccone
Издательство: BPB Publication
Год: 2019
Страниц: 178
Язык: английский
Формат: pdf
Размер: 10.1 MB

Step-by-step guide to learn and solve complex computational problems with Nature Inspired algorithms. Natural Computing is the field of research inspired by nature, that allows the development of new algorithms to solve complex problems, leads to the synthesis of natural models, and may result in the design of new computing systems. This book exactly aims to educate you with practical examples on topics of importance associated with research field of Natural computing. The initial few chapters will quickly walk you through Neural Networks while describing deep learning architectures such as CNN, RNN and AutoEncoders using Keras.

Название: Python 3 Image Processing: Learn Image Processing with Python 3, NumPy, Matplotlib, and Scikit-image
Автор: Ashwin Pajankar
Издательство: BPB Publication
Год: 2019
Страниц: 139
Язык: английский
Формат: pdf
Размер: 10.1 MB

Gain a working knowledge of practical image processing and with scikit-image. The book has been written in such a way that the concepts are explained in detail, giving adequate emphasis on code examples. To make the topics more comprehensive, screenshots and code samples are furnished extensively throughout the book. The book is conceptualized and written in such a way that the beginner readers will find it very easy to understand the concepts and implement the programs.

Название: ANSI C Programming: Learn ANSI C step by step, 2nd Edition
Автор: Yashavant P. Kanetkar
Издательство: BPB Publication
Год: 2019
Страниц: 454
Язык: английский
Формат: pdf
Размер: 10.1 MB

Learn real-world C programming as per the latest ANSI standard. In this heterogeneous world a program that is compiler dependent is simply unacceptable. ANSI C Programming teaches you C language in such a manner that you are able to write truly portable programs. This book doesn’t assume any programming background. It begins with the basics and steadily builds the pace so that the reader fins it easy to handle complicated topics towards the end.

Название: Kotlin at a Glance: Use of Lambdas and higher-order functions to write more concise, clean, reusable, and simple code
Автор: Swati Saxena
Издательство: BPB Publication
Год: 2019
Страниц: 148
Язык: английский
Формат: pdf
Размер: 10.1 MB

Basic guide to develop an App in Android by using Kotlin. “Kotlin at a Glance" is a book that gives an in-depth knowledge about Kotlin. This book mainly focused on Kotlin programming language and its comparison to Java. By reading this book, the readers can make themselves familiar with the language’s most important features and aspects. With a complete overview of OOPs, null safety, generics, and many other interesting features, this book is a perfect choice for fresher and experienced Java developers who want to learn more about this alternative JVM language. For reading this book, there’s no need for any prior Kotlin knowledge, as the basics are explained in the book. Moreover, the required functional programming concepts are also described.

Название: Data Parallel C++: Mastering DPC++ for Programming of Heterogeneous Systems using C++ and SYCL
Автор: James Reinders, Ben Ashbaugh, James Brodman
Издательство: Apress
Год: 2021
Страниц: 565
Язык: английский
Формат: pdf (true), epub
Размер: 91.7 MB

Learn how to accelerate C++ programs using data parallelism. This open access book enables C++ programmers to be at the forefront of this exciting and important new development that is helping to push computing to new levels. It is full of practical advice, detailed explanations, and code examples to illustrate key topics. Data parallelism in C++ enables access to parallel resources in a modern heterogeneous system, freeing you from being locked into any particular computing device. Now a single C++ application can use any combination of devices—including GPUs, CPUs, FPGAs and AI ASICs—that are suitable to the problems at hand.

Название: Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications: Dedicated to Bernadette Bouchon-Meunier
Автор: Marie-Jeanne Lesot
Издательство: Springer
Серия: Studies in Fuzziness and Soft Computing
Год: 2021
Страниц: 467
Язык: английский
Формат: epub
Размер: 29.2 MB

This book gathers cutting-edge papers in the area of Computational Intelligence, presented by specialists, and covering all major trends in the research community in order to provide readers with a rich primer. It presents an overview of various soft computing topics and approximate reasoning-based approaches, both from theoretical and applied perspectives. Numerous topics are covered: fundamentals aspects of fuzzy sets theory, reasoning approaches (interpolative, analogical, similarity-based), decision and optimization theory, fuzzy databases, soft machine learning, summarization, interpretability and XAI. Moreover, several application-based papers are included, e.g. on image processing, semantic web and intelligent tutoring systems.

Название: Deep Learning with C#, .Net and Kelp.Net: The Ultimate Kelp.Net Deep Learning Guide
Автор: Matt R. Cole
Издательство: BPB Publications
Год: 2019
Формат: PDF
Страниц: 357
Размер: 10 Mb
Язык: English

Deep Learning with Kelp.Net is the ultimate reference for C# .Net developers who are passionate about deep learning. Readers will learn all the skills necessary to develop powerful, scalable and flexible deep learning models from a fluid and easy to use API. Upon completing the book the reader will have all the tools necessary to add powerful deep learning capabilities to their new or existing applications.

Название: Machine Learning in the Oil and Gas Industry: Including Geosciences, Reservoir Engineering & Production Engineering with Python
Автор: Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, Luigi Saputelli
Издательство: Apress
Год: 2020
Формат: PDF, EPUB
Страниц: 320
Размер: 18 Mb
Язык: English

Apply machine and deep learning to solve some of the challenges in the oil and gas industry. The book begins with a brief discussion of the oil and gas exploration and production life cycle in the context of data flow through the different stages of industry operations. This leads to a survey of some interesting problems, which are good candidates for applying machine and deep learning approaches. The initial chapters provide a primer on the Python programming language used for implementing the algorithms; this is followed by an overview of supervised and unsupervised machine learning concepts.

Название: Python Data Persistence: With SQL and NOSQL Databases
Автор: Malhar Lathkar
Издательство: BPB Publications
Год: 2019
Формат: PDF
Страниц: 203
Размер: 10 Mb
Язык: English

Python is becoming increasingly popular among data scientists. However, analysis and visualization tools need to interact with the data stored in various formats such as relational and NOSQL databases.
This book aims to make the reader proficient in interacting with databases such as MySQL, SQLite, MongoDB, and Cassandra.

Название: Visual Studio 2019 In Depth: Discover and make use of the powerful features of the Visual Studio 2019
Автор: Ockert J. Du Preez
Издательство: BPB Publications
Год: 2019
Страниц: 248
Язык: английский
Формат: pdf
Размер: 10.4 MB

Step-by-step guide to all the tools and extensions in the Visual Studio 2019 IDE. This book peeks into every corner of the Visual Studio IDE and will help you get started with the latest 2019 version. Right from installation, you’ll discover new features within the tool and the optimal way to use the features you may already know. You'll learn, for example, how to extend Visual Studio with your own customizations, so that you can make it perform the way you want. You will then explore everything about NuGet package, test applications using Live Unit Testing, and learn how to make code templates using the T4 code generation tool. You’ll get to grips with the richer jаvascript IntelliSense, which will help you focus more on coding.