Название: Graph-Powered Analytics and Machine Learning with TigerGraph: Driving Business Outcomes with Connected Data (9th Early Release)
Автор: Victor Lee, Phuc Kien Nguyen, Xinyu Chang
Издательство: O’Reilly Media, Inc.
Год: 2023-01-06
Страниц: 220
Язык: английский
Формат: epub (true)
Размер: 16.8 MB

With the rapid rise of graph databases, organizations are now implementing advanced analytics and Machine Learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available. You'll explore a three-stage approach to deriving value from connected dаta: connect, analyze, and learn. Victor Lee, Xinyu Chan, and Gaurav Deshpande from TigerGraph present real use cases covering several contemporary business needs. By diving into hands-on exercises using TigerGraph Cloud, you'll quickly become proficient at designing and managing advanced analytics and Machine Learning solutions for your organization. This book describes property graphs. A property graph is a graph where each vertex and each edge can have properties which provide the details about individual elements.

Название: The easiest way to become a software developer : How to get your first programming job, even if you are a self-taught coder
Автор: Fiodar Sazanavets
Издательство: Leanpub
Год: 2023-01-01
Страниц: 107
Язык: английский
Формат: pdf (true), epub
Размер: 15.7 MB

Software developers have interesting jobs and earn way above average. If you want to become a professional software developer, you've come to the right place. This book will tell you how to become one, even if you don't have any formal qualifications. From the best-selling author of "The battle hardened developer" comes a book that will teach you how to get your first job as a software developer, even if you are completely self-taught and don't have any formal IT-related qualifications. However, this book will be useful to computer science graduates too, as there are many important aspects of the IT industry that they don't teach in school. If you don’t have a specific language to aim at and ask for advice online, you will usually trigger a language war. Some people will be saying that you should choose Python. Other people will recommend C/C++. Based on my own experience, there seem to be more people in the latter category. C and C++ can be lumped together because C++ is nothing more than an extended version of C. Today we will examine the pros and cons of each approach. And you will see why Python is probably better.

Название: The easiest way to learn design patterns : With jаvascript code examples on Node.js
Автор: Fiodar Sazanavets
Издательство: Leanpub
Год: 2022-09-17
Страниц: 324
Язык: английский
Формат: pdf (true), epub
Размер: 12.7 MB

Learn design patterns in the easiest way possible. You will no longer have to brute-force your way through each one of them while trying to figure out how it works. The book provides a unique methodology that will make your understanding of design patterns stick. It can also be used as a reference book where you can find design patterns in seconds. One thing that makes you truly stand out as a software engineer is a good knowledge of design patterns. Knowing them makes you quicker at solving problems. It makes you much better at understanding architecture. And it significantly improves your chances of landing a good job, as it makes you better at solving problems during technical interviews. But the biggest problem with the design patterns is that they are hard to learn. Most of them are not very intuitive. Therefore getting to understand them at the level where you can use them usually takes a long time. The final part of the book breaks down each of the design patterns in depth. It uses jаvascript code samples to demonstrate how you can implement each of the patterns in your own code.

Название: Machine Learning Applications in Electronic Design Automation
Автор: Haoxing Ren, Jiang Hu
Издательство: Springer
Год: 2022
Страниц: 585
Язык: английский
Формат: pdf (true)
Размер: 19.1 MB

Electronic design automation (EDA) is a software technology that attempts to let computers undertake chip design tasks so that we can handle complexities beyond manual design capabilities. This book serves as a single-source reference to key Machine Learning (ML) applications and methods in digital and analog design and verification. Experts from academia and industry cover a wide range of the latest research on ML applications in electronic design automation (EDA), including analysis and optimization of digital design, analysis and optimization of analog design, as well as functional verification, FPGA and system level designs, design for manufacturing (DFM), and design space exploration. The authors also cover key ML methods such as classical ML, Deep Learning models such as convolutional neural networks (CNNs), graph neural networks (GNNs), generative adversarial networks (GANs) and optimization methods such as reinforcement learning (RL) and Bayesian optimization (BO). All of these topics are valuable to chip designers and EDA developers and researchers working in digital and analog designs and verification.

Название: Application Development with SAP Business Technology Platform
Автор: Gairik Acharya, Govind Bajaj
Издательство: SAP Press/Rheinwerk Publishing
Год: 2023
Страниц: 625
Язык: английский
Формат: epub (true)
Размер: 25.9 MB

Develop cloud applications customized for your business needs! Master the basics of SAP Business Technology Platform (SAP BTP) and its development environments; then get step-by-step instructions for developing and operating your own applications. Build your backend with Java, Node.js, or ABAP, and set up your frontend using SAPUI5 and SAP Fiori. With detailed code examples throughout, this book is your complete guide to building cloud applications on SAP BTP! The Chapter 7 focuses on developing a business application using SAP Cloud Application Programming Model for Node.js. We’ll be using SAP Business Application Studio for the development of backend objects using core data services (CDS) domain models, CDS service definitions, and Node.js services.

Название: C++ For Passionate Beginners: Comprehensive Guide To Learn C++ Even If You Don't Know Anything About Programming | Mastering C++ Quickly With Hands-On Examples Made Easy
Автор: Jasiah Soto
Издательство: Independently published
Год: 2022
Страниц: 370
Язык: английский
Формат: epub
Размер: 15.3 MB

Not too sure that you can learn a coding language at all? Worried that it will be too hard or that you will pick out the wrong coding language? Have you always wanted to learn c++ programming but are afraid it'll be too difficult for you? Or perhaps you know other programming languages but are interested in learning the C++ programming language fast? This book is for you. You no longer have to waste your time and money learning C++ programming from boring books that are 600 pages long, expensive online courses or complicated C++ programming tutorials that just leave you more confused. With this book, you have clear and concise information that will provide advantages.

Название: Computer and Network Technology : BCS Level 4 Certificate in IT study guide
Автор: Gary Thornton, Carl Jones
Издательство: BCS Learning and Development
Год: 2023
Страниц: 360
Язык: английский
Формат: epub
Размер: 35.1 MB

This interactive study guide will support candidates in developing fundamental knowledge and understanding of the basics of computer and network technology, processor architecture and networks, and with an introduction to operating systems and system oftware. It explains key concepts within the Computer and Network Technology module and helps candidates prepare for their exams, including explainer videos, interactive questions and skills challenges aligned to the syllabus and with industry practice. In chapter 1, we cover the basics in order to understand how data can be represented digitally. We look at the numbering systems that are used and build up an understanding of how the data can be worked with using Boolean algebra. We develop simple logic circuits and show how these circuits can be used to form more complex circuits such as registers used in computers and other devices.

Название: Regularization in Deep Learning (MEAP v4)
Автор: Peng Liu
Издательство: Manning Publications
Год: 2022
Страниц: 323
Язык: английский
Формат: pdf, epub
Размер: 18.0 MB

Make your Deep Learning models more generalized and adaptable! These practical regularization techniques improve training efficiency and help avoid overfitting errors. Regularization in Deep Learning delivers practical techniques to help you build more general and adaptable deep learning models. It goes beyond basic techniques like data augmentation and explores strategies for architecture, objective function, and optimization. You’ll turn regularization theory into practice using PyTorch, following guided implementations that you can easily adapt and customize for your own model’s needs. Along the way, you’ll get just enough of the theory and mathematics behind regularization to understand the new research emerging in this important area. Deep learning models that generate highly accurate results on their training data can struggle with messy real-world test datasets. For data scientists, Machine Learning engineers, and researchers with basic model development experience.

Название: Shipping Go (MEAP v8)
Автор: Joel Holmes
Издательство: Manning Publications
Год: 2022
Страниц: 320
Язык: английский
Формат: pdf, epub
Размер: 10.19 MB

You know how to build Go programs—now learn how to ship them to your customers efficiently! This practical guide to continuous delivery shows you how to rapidly establish an automated pipeline that will improve your testing, code quality, and final product. Shipping Go: Develop, deliver, discuss, design, and go again shows you how to build pipelines that optimize your development process so you can deliver software seamlessly to production. You’ll dive right in, learning author Joel Holmes’s easy way to establish pipelines. In fact, you’ll set up your first working pipeline before you’re finished with Chapter three! For readers who know the basics of the Go language. The book’s principles of continuous delivery can be applied to development with any programming language.

Название: Customizable and Adaptive Quantum Processors: Theory and Applications
Автор: Nadia Nedjah, Luiza de Macedo Mourelle
Издательство: CRC Press
Год: 2023
Страниц: 137
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book provides a representation of the state-of-the-art simulators and emulators that can be used for quantum computing. It especially reports a customizable and adaptive hardware design of a quantum processor that can be implemented in field programmable gate arrays to aid the traditional host processor to accelerate some computations and execute quantum algorithms. In the following, we give a brief description of the main contribution of each of the included chapters. In the first chapter, entitled “Introduction to Quantum Computing”, we introduce the motivation behind this book and we present and comment of recent related works in the literature about the quantum computing emulation by hardware and simulation by software. We also present the organization of the remaining chapters of the book. In the second chapter, entitled “Quantum Concepts”, we first introduce the main characteristics on the basis of quantum computing. After that we define and give illustrative examples for all the basic concepts that build the foundations of quantum computing.