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Название: Robotics for Programmers (MEAP)
Автор: Andreas Bihlmaier
Издательство: Manning Publications
Год: 2022 V04
Формат: True PDF
Страниц: 252
Размер: 13,1 Mb
Язык: English

Master the skills you need to program robots and other mechanical systems. Interesting examples and clear explanations guide you through programming robot arms, robots that drive and fly, and mobile manipulators.

Название: Ensemble Methods for Machine Learning (MEAP 6)
Автор: Gautam Kunapuli
Издательство: Manning Publications
Год: 2022
Страниц: 320
Язык: английский
Формат: pdf (true)
Размер: 19.4 MB

In Ensemble Methods for Machine Learning you'll learn to implement the most important ensemble machine learning methods from scratch. Many machine learning problems are too complex to be resolved by a single model or algorithm. Ensemble machine learning trains a group of diverse machine learning models to work together to solve a problem. By aggregating their output, these ensemble models can flexibly deliver rich and accurate results.

Название: Evolutionary Deep Learning: Genetic algorithms and neural networks (MEAP)
Автор: Micheal Lanham
Издательство: Manning Publications
Год: 2022 V10
Формат: True PDF
Страниц: 309
Размер: 13,1 Mb
Язык: English

Discover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolutionary computation overcome deep learning’s common pitfalls and deliver adaptable model upgrades without constant manual adjustment. Evolutionary Deep Learning is a guide to improving your deep learning models with AutoML enhancements based on the principles of biological evolution. This exciting new approach utilizes lesser- known AI approaches to boost performance without hours of data annotation or model hyperparameter tuning.

Название: The Well-Grounded Python Developer (MEAP)
Автор: Doug Farrel
Издательство: Manning Publications
Год: 2022 V8
Формат: True PDF
Страниц: 272
Размер: 10 Mb
Язык: English

The Well-Grounded Python Developer teaches you how to write real software in Python by building on the basic language skills you already have. When you’re new to Python, it can be tough to understand where and how to use its many language features. There’s a dizzying array of libraries, and it’s challenging to fit everything together. The Well-Grounded Python Developer builds on Python skills you’ve learned in isolation and shows you how to unify them into a meaningful whole.
The Well-Grounded Python Developer teaches you how to write real software in Python by building on the basic language skills you already have. It helps you see the big picture you can create out of small pieces, introducing concepts like modular construction, APIs, and the design of a basic web server. When you’re finished, you’ll have gone from having a basic understanding of Python's syntax, grammar, and libraries to using them as the tools of a professional software developer.

Название: Grokking Functional Programming
Автор: Michał Płachta
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 522
Размер: 62 Mb
Язык: English

There’s no need to fear going functional! This friendly, lively, and engaging guide is perfect for any perplexed programmer. It lays out the principles of functional programming in a simple and concise way that will help you grok what FP is really all about.

Название: jаvascript for Sound Artists Learn to Code with the Web Audio API, 2nd Edition
Автор: William Turner
Издательство: CRC Press
Год: 2023
Формат: True PDF
Страниц: 276
Размер: 10 Mb
Язык: English

Learn how to program jаvascript while creating interactive audio applications with jаvascript for Sound Artists: Learn to Code With the Web Audio API! William Turner and Steve Leonard showcase the basics of jаvascript language programing so that readers can learn how to build browser based audio applications, such as music synthesizers and drum machines. The companion website offers further opportunity for growth.Web Audio API instruction includes oscillators, audio file loading and playback, basic audio manipulation, panning and time. This book encompasses all of the basic features of jаvascript with aspects of the Web Audio API to heighten the capability of any browser.

Название: TensorFlow in Action
Автор: Thushan Ganegedara
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 680
Размер: 39,2 Mb
Язык: English

Unlock the TensorFlow design secrets behind successful deep learning applications! Deep learning StackOverflow contributor Thushan Ganegedara teaches you the new features of TensorFlow 2 in this hands-on guide.

Название: A Functional Approach to Java: Augmenting Object-Oriented Code with Functional Principles (Fifth Early Release)
Автор: Ben Weidig
Издательство: O’Reilly Media, Inc.
Год: 2022-09-29
Страниц: 176
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.3 MB

Java developers usually tackle the complexity of software development through object-oriented programming (OOP). But not every problem is a good match for OOP. The functional programming (FP) paradigm offers you another approach to solving problems, and Java provides easy-to-grasp FP tools such as lambdas and streams. If you're interested in applying FP concepts to your Java code, this book is for you. This book is for you if you are curious about functional programming and want to know what all the fuss is about and apply it to your Java code. You might already be using some functional Java types but desire a more profound knowledge of why and how to apply them more effectively. There is no need to be an expert on OOP, but the book is not a beginner’s guide to Java or OOP. You should already be familiar with the Java standard library. No prior knowledge of functional programming is required. Every concept is introduced with an explanation and examples. The book covers Java 17 as the latest Long-Term-Support (LTS) version available at publication. But knowing that many developers need to support projects with earlier versions, the baseline will be the previous LTS, Java 11.

Название: Access 2021 / Microsoft 365 Programming by Example: with VBA, XML, and ASP
Автор: Julitta Korol
Издательство: Mercury Learning and Information
Год: 2022
Формат: True PDF
Страниц: 1171
Размер: 42,5 Mb
Язык: English

Updated for Access 2021 and based on the bestselling editions from previous versions, Access 2021 / Microsoft 365 Programming by Example is a practical, how-to book on Access programming, suitable for readers already proficient with the Access user interface (UI). If you are looking to automate Access routine tasks, this book will progressively introduce you to programming concepts via numerous illustrated hands-on exercises.

Название: Face Analysis Under Uncontrolled Conditions: From Face Detection to Expression Recognition
Автор: Romain Belmonte, Benjamin Allaert
Издательство: Wiley-ISTE
Год: 2022
Страниц: 312
Язык: английский
Формат: pdf (true), epub
Размер: 38.6 MB

Face analysis is essential for a large number of applications such as human-computer interaction or multimedia (e.g. content indexing and retrieval). Although many approaches are under investigation, performance under uncontrolled conditions is still not satisfactory. The variations that impact facial appearance (e.g. pose, expression, illumination, occlusion, motion blur) make it a difficult problem to solve.Identifying the facial structure is trivial for humans. From the perspective of an algorithm, an image is represented by an array of pixels. From these pixels, the aim is to provide enough abstraction to reach a semantic level that allows facial landmarks to be retrieved. However, it is difficult for an algorithm to have this kind of high level of understanding. To overcome this semantic gap, two solutions have been proposed. The first one, the traditional approach, uses domain-specific knowledge to transform raw data into features (i.e. feature engineering). These features provide useful input for the prediction task, performed by Machine Learning (ML) algorithms.