Название: Models and Algorithms for Unlabelled Data (MEAP)
Автор: Vaibhav Verdhan
Издательство: Manning Publications
Год: 2021 V3
Формат: PDF
Страниц: 147
Размер: 10 Mb
Язык: English

Discover all-practical implementations of the key algorithms and models for handling unlabelled data. Full of case studies demonstrating how to apply each technique to real-world problems.
Models and Algorithms for Unlabelled Data introduces mathematical techniques, key algorithms, and Python implementations that will help you build machine learning models for unannotated data.

Название: Machine Learning Bookcamp: Build a portfolio of real-life projects
Автор: Alexey Grigorev
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 473
Размер: 40 Mb
Язык: English

Time to flex your machine learning muscles! Take on the carefully designed challenges of the Machine Learning Bookcamp and master essential ML techniques through practical application.
The only way to learn is to practice! In Machine Learning Bookcamp, you’ll create and deploy Python-based machine learning models for a variety of increasingly challenging projects. Taking you from the basics of machine learning to complex applications such as image analysis, each new project builds on what you’ve learned in previous chapters. You’ll build a portfolio of business-relevant machine learning projects that hiring managers will be excited to see.

Название: Microservices in .NET, 2nd Edition
Автор: Christian Horsdal Gammelgaard
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 330
Размер: 17 Mb
Язык: English

Microservices in .NET, Second Edition is a comprehensive guide to building microservice applications using the .NET stack. After a crystal-clear introduction to the microservices architectural style, it teaches you practical microservices development skills using ASP.NET. This second edition of the bestselling original has been revised with up-to-date tools for the .NET ecosystem, and more new coverage of scoping microservices and deploying to Kubernetes.

Название: Continuous API Management: Making the Right Decisions in an Evolving Landscape, 2nd Edition
Автор: Mehdi Medjaoui, Erik Wilde, Ronnie Mitra
Издательство: O’Reilly Media, Inc.
Год: 2022
Формат: ePUB
Страниц: 300
Размер: 10 Mb
Язык: English

A lot of work is required to release an API, but the effort doesn't always pay off. Overplanning before an API matures is a wasted investment, while underplanning can lead to disaster. This practical guide provides maturity models for individual APIs and multi-API landscapes to help you invest the right human and company resources for the right maturity level at the right time. How do you balance the desire for agility and speed with the need for robust and scalable operations?

Название: Consul: Up and Running: Service Mesh for Any Runtime or Cloud (Early Release)
Автор: Luke Kysow
Издательство: O’Reilly Media, Inc.
Год: 2021-10-18: Third Release
Формат: ePUB
Страниц: 143
Размер: 10 Mb
Язык: English

With the advent of microservices, Kubernetes, public cloud, and hybrid computing, site reliability and DevOps engineers are facing more complexity than ever before. Service mesh is an exciting new technology that promises to help tackle this complexity. A service mesh provides you with a unified control plane to manage the networking among your applications running on these distinct platforms. This definitive guide shows you how to automate networking for simple and secure application delivery with Consul.

Название: Easy React JS for Beginner Developers: A Step-by-Step Visual Guide to Learn React JS and Building Your own React Applications From Scratch, 2nd Edition
Автор: Ibas Majid
Издательство: Ibaslogic
Год: 2020
Страниц: 257
Язык: английский
Формат: pdf, epub
Размер: 10.15 MB

It is no doubt that React JS is one of the highly in-demand web skills at the moment. This makes it a necessity for you as a developer to add it on your resume’ if you are aiming to create modern real-world web applications. In this book, we have you covered. You will not only learn the React fundamentals, but you will also be able to create modern React applications and deploy them on the internet for free. This will also place you in a position to start working on a web application that is built on React. A very good example is the Gatsby site which is a static site generator and a platform most developers are now shifting to. Also, if you are the WordPress person, the block editor often called Gutenberg is built on React.

Название: Spatially Explicit Hyperparameter Optimization for Neural Networks
Автор: Minrui Zheng
Издательство: Springer
Год: 2021
Страниц: 120
Язык: английский
Формат: pdf (true), epub
Размер: 36.4 MB

Neural networks as the commonly used Machine Learning algorithms, such as artificial neural networks (ANNs) and convolutional neural networks (CNNs), have been extensively used in the GIScience domain to explore the nonlinear and complex geographic phenomena. However, there are a few studies that investigate the parameter settings of neural networks in GIScience. Moreover, the model performance of neural networks often depends on the parameter setting for a given dataset. Artificial neural networks (ANNs) are an inductive Machine Learning approach that resembles the brain functions of human beings or animals for problem-solving. ANNs are one of the powerful approaches in scientific and engineering applications when used to predict or recognize patterns. ANNs can learn from data to improve their performance and adapt themselves as more data are available.

Название: Platform Coring on Digital Software Platforms
Автор: Benedict Bender
Издательство: Springer Gabler
Год: 2021
Страниц: 262
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Digital software platforms such as iOS or Android evolve quickly. Through regular updates, their set of built-in (core) functionalities increases significantly. Innovation in terms of introducing new functionality allows developers to strengthen the platform amidst competition. However, it can hurt contributors in the platform ecosystem when introducing core features that are already provided by third-party developers, which is referred to as platform coring. Software platforms, as a specific type of innovation platforms, allow for the integration of external innovation capability within a uniform platform architecture. Following Tiwana a software platform is understood as “extensible codebase of a software-based system that provides core functionality shared by the modules that interoperate with it and the interfaces through which they interoperate”. Through the open paradigm of software platforms, third parties can contribute functionality in the form of capsuled modules.

Название: Artificial Neural Networks with Java: Tools for Building Neural Network Applications, 2nd Edition
Автор: Igor Livshin
Издательство: Apress
Год: 2022
Страниц: 635
Язык: английский
Формат: pdf (true), epub
Размер: 23.6 MB

Develop neural network applications using the Java environment. After learning the rules involved in neural network processing, this second edition shows you how to manually process your first neural network example. The book covers the internals of front and back propagation and helps you understand the main principles of neural network processing. You also will learn how to prepare the data to be used in neural network development and you will be able to suggest various techniques of data preparation for many unconventional tasks.

Название: Combinatorial, Linear, Integer and Nonlinear Optimization Apps: COLINA Grande
Автор: J. MacGregor Smith
Издательство: Springer
Год: 2021
Страниц: 275
Язык: английский
Формат: pdf (true)
Размер: 21.6 MB

This textbook provides an introduction to the use and understanding of optimization and modeling for upper-level undergraduate students in engineering and mathematics. The formulation of optimization problems is founded through concepts and techniques from operations research: Combinatorial Optimization, Linear Programming, and Integer and Nonlinear Programming (COLIN). Computer Science (CS) is also relevant and important given the applications of algorithms and Apps/algorithms (A) in solving optimization problems. Each chapter provides an overview of the main concepts of optimization according to COLINA, providing examples through App Inventor and AMPL software applications. All apps developed through the text are available for download.