Название: Machine Learning Q and AI Expand Your Machine Learning & AI : Knowledge With 30 In-Depth Questions and Answers
Автор: Sebastian Raschka
Издательство: Leanpub
Год: 2023-05-21
Страниц: 231
Язык: английский
Формат: pdf (true), epub
Размер: 28.0 MB

Have you recently completed a Machine Learning or Deep Learning course and wondered what to learn next? With 30 questions and answers on key concepts in Machine Learning and AI, this book provides bite-sized bits of knowledge for your journey to becoming a Machine Learning expert. Machine Learning and AI are moving at a rapid pace. Researchers and practitioners are constantly struggling to keep up with the breadth of concepts and techniques. This book provides bite-sized bits of knowledge for your journey from Machine Learning beginner to expert, covering topics from various Machine Learning areas. Even experienced Machine Learning researchers and practitioners will encounter something new that they can add to their arsenal of techniques. Machine Learning Q and AI is for people who are already familiar with Machine Learning and want to learn something new. However, this is not a math or coding book. You won't need to solve any proofs or run any code while reading. In other words, this book is a perfect travel companion or something you can read on your favorite reading chair with your morning coffee.

Название: A very informal journey through ROS 2 : patterns, anti-patterns, frameworks and best practices
Автор: Marco Matteo Bassa
Издательство: Leanpub
Год: 2023-05-14
Страниц: 125
Язык: английский
Формат: pdf (true)
Размер: 27.3 MB

This book takes you through the most common patterns and frameworks used by developers while creating software based on ROS 2. It's not a programming guide guiding you through the basic APIs, but is meant to help you organizing complex architectural patterns in robotics. It is written with an informal tone that will hopefully keep you entertained. A very informal journey through the new edition of the Robot Operative System: ROS 2. This book will bring you through the most common patterns and frameworks used by software engineers while creating software based on this framework. It will try to do that with an informal tone that hopefully won't make you fall asleep in the process. A convenient way to perform component tests in Python is using Launch testing, a tool that allows the execution of a launch-file in parallel to the tests to be executed. Similarly to what is done in Python, component tests can be written in C++ using the GTests framework introduced in the unit tests section. Before doing this, it must be noted that, the language used to write a component test for a Node, doesn’t need to match the language used to write the node itself. Since these tests communicate to the node using its ROS-interfaces, there’s nothing stopping you from writing Python tests for a C++ node.

Название: How to Solve Algorithm Problems : Make Coding Interview Preparation Less Painful
Автор: Waleed Khamies
Издательство: Leanpub
Год: 2023-05-21
Страниц: 121
Язык: английский
Формат: pdf (true)
Размер: 33.2 MB

With a focus on practicality, This guide is designed to provide readers with the tools they need to approach problem-solving differently, write efficient code, and clear their coding interviews. Preparing for coding interviews can often be a daunting task, causing stress and anxiety for many individuals. It's crucial to move beyond solely solving leetcode problems and adopt a new approach to your preparation that emphasizes studying algorithms and data structures effectively. Introducing "How to Solve Algorithm Problems" a guide written by an experienced programmer and AI expert. This guide is developed to help you improve your approach to solving algorithm problems, write efficient code that impresses your interviewer, and adopt a better preparation framework that makes the journey enjoyable and fun. Whether you are a student looking to improve your problem-solving skills or a job seeker preparing for your next coding interview, I hope this guide helps you to master algorithms and achieve your goals of becoming a skilled programmer and ace your coding interviews.

Название: An Introduction to R: Data Analysis and Visualization
Автор: Mark Gardener
Издательство: Pelagic Publishing
Год: 2023
Страниц: 384
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

The modern world is awash with data. The R Project is a statistical environment and programming language that can help to make sense of it all. A huge open-source project, R has become enormously popular because of its power and flexibility. With R you can organise, analyse and visualise data. This clear and methodical book will help you learn how to use R from the ground up, giving you a start in the world of data science. Learning about data is important in many academic and business settings, and R offers a potent and adaptable programming toolbox. The book covers a range of topics, including: importing/exporting data, summarising data, visualising data, managing and manipulating data objects, data analysis (regression, ANOVA and association among others) and programming functions. Regardless of your background or specialty, you'll find this book the perfect primer on data analysis, data visualisation and data management, and a springboard for further exploration.

Название: ChatGPT For Dummies, 1st Edition
Автор: Pam Baker
Издательство: For Dummies
Год: 2023
Страниц: 179
Язык: английский
Формат: pdf (true)
Размер: 11.5 MB

Learn how the disruptive AI chatbot is going to change school, work, and beyond. ChatGPT For Dummies demystifies the Artificial Intelligence (AI) tool that can answer questions, write essays, and generate just about any kind of text it’s asked for. This powerful example of generative AI is widely predicted to upend education and business. In this book, you’ll learn how ChatGPT works and how you can operate it in a way that yields satisfactory results. You’ll also explore the ethics of using AI-generated content for various purposes. Written by a journalist who's been on the front lines of artificial intelligence for over a decade, this book dives deep into ChatGPT’s potential, so you can make informed decisions―without asking ChatGPT for help. It’s easy to think of ChatGPT as a one-off phenomenon or a hot new trend given its abrupt and sensational emergence on the public scene. But this technology is a harbinger of immense and permanent change. Whether it ultimately succeeds or fails, ChatGPT is changing how we work, play, live, and interact with the world around us. It’s also paving the way for the advancement of AI as a permanent fixture and influencer in the human experience.

Название: Begin to Code: Building apps and games in the Cloud
Автор: Rob Miles
Издательство: Microsoft Press/Pearson Education
Год: 2023
Страниц: 748
Язык: английский
Формат: epub (true)
Размер: 55.6 MB

Become a cloud developer — and have fun doing it! This full-color guide will help you start creating cloud-based apps and games fast, even if you’ve never done it before. Not just friendly and easy, it puts you in control of your own learning and empowers you to solve problems you care about. Microsoft and author Rob Miles have reinvented the introductory tutorial, reflecting deep research into how newcomers learn. Begin to Code is packed with innovations, from debugging challenges to step-by-step Make Something Happen exercises replicated as YouTube videos linked directly from the book. Miles puts code in context, showing how modern cloud applications are deployed and run, how their elements combine into working systems, and how key cloud technologies help you address security, reliability, and scalability. Easy, friendly, and you’re in control! jаvascript has been described as “the programming language for the cloud.” jаvascript has become extremely popular. You will almost certainly run jаvascript code when you visit a website. jаvascript has also become very popular on web servers (the machines on the Internet that deliver the information the browser requests). A technology called Node.js allows jаvascript programs to run on a server to respond to requests from browsers. We have run our jаvascript applications in the browser, on a PC, and in the cloud. Now, we will deploy them to a much smaller device, a Raspberry Pi. This is a small but powerful computer that can run Node.js.

Название: Effective Software Development for the Enterprise: Beyond Domain Driven Design, Software Architecture, and Extreme Programming
Автор: Tengiz Tutisani
Издательство: Apress
Год: 2023
Страниц: 344
Язык: английский
Формат: pdf
Размер: 35.0 MB

Delivering software solutions with predictable costs, time, scope, and quality has become more complicated than ever. Developers need to account for multiple moving targets, including often avoided but always relevant factors such as culture, people, and leadership. To effectively deal with these challenges, it’s necessary to rethink the entire delivery chain of modern software development. This book addresses all these topics, putting everything in perspective, from the potential awkwardness created by cultural differences to connecting code with business outcomes to make delivering quality solutions possible. As a software engineer who strives to be his best and challenge the status quo when building IT systems, author Tengiz Tutisani always wanted a book that would cover all of these elements from a developer’s perspective — so he wrote one.

Название: Quick Start Kubernetes (2023 Edition)
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2023-01-18
Страниц: 164
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Do you need to figure out what Kubernetes is all about? Do you like learning through hands-on? If yes, this is the book for you... Quick Start Kubernetes, brought to you by best-selling author Nigel Poulton, assumes zero prior experience and gets you to the point you can hold your own in a conversation with an expert, and deploy simple applications. You’ll learn why we have Kubernetes, what it is, and where it’s going. On the theory front, you’ll learn about microservices, orchestration, why Kubernetes is the OS of the cloud, and the architecture of a Kubernetes cluster. On the hands-on front, you’ll have the opportunity to build a cluster, containerize an app, deploy it, break it, see Kubernetes fix it, scale it, and perform an application update. And as this is a quick start guide, you’ll be up-to-speed in no time at all.

Название: С++ 20 в деталях
Автор: Райнер Гримм
Издательство: ДМК Пресс
Год: 2023
Страниц: 519
Язык: русский
Формат: pdf
Размер: 33.3 MB

В этой книге подробно рассказывается о новом стандарте С++20. Для тех, кто не знаком с С++20, приводится краткий обзор, далее рассматриваются ключевые возможности языка. Вы получите представление о ключевых изменениях в ядре языка (концепты и модули), новой библиотеке диапазонов, корутинах, а затем сможете применить теорию на практике, изучив ряд примеров. Книгу можно использовать как справочное руководство и изучать главы в удобном для вас порядке. Издание будет полезно разработчикам, желающим освоить последнюю версию С++, изучить передовые возможности и добавления в язык, а также заглянуть за кулисы разработки новых стандартов языка и узнать, как предлагаются, обсуждаются и утверждаются новые изменения в стандарт С++ и чем вызваны эти изменения.

Название: Convex Optimization for Machine Learning
Автор: Changho Suh
Издательство: Now Publishers Inc
Год: 2022
Страниц: 379
Язык: английский
Формат: pdf (true)
Размер: 11.2 MB

This book covers an introduction to convex optimization, one of the powerful and tractable optimization problems that can be efficiently solved on a computer. The goal of the book is to help develop a sense of what convex optimization is, and how it can be used in a widening array of practical contexts with a particular emphasis on Machine Learning. The first part of the book covers core concepts of convex sets, convex functions, and related basic definitions that serve understanding convex optimization and its corresponding models. The second part deals with one very useful theory, called duality, which enables us to: (1) gain algorithmic insights; and (2) obtain an approximate solution to non-convex optimization problems which are often difficult to solve. The last part focuses on modern applications in Machine Learning and Deep Learning. We employ Python as a major programming platform. To solve traditional convex optimization problems such as linear program, least squares, and semi-definite program, we utilize an easy-to-use and high-level language, CVXPY, running in Python. To implement Machine Learning and Deep Learning algorithms, we employ TensorFlow, one of the most popular Deep Learning frameworks.