Название: Thinking Data Science: A Data Science Practitioner’s Guide
Автор: Poornachandra Sarang
Издательство: Springer
Серия: The Springer Series in Applied Machine Learning
Год: 2023
Страниц: 366
Язык: английский
Формат: pdf (true), epub
Размер: 77.2 MB

This definitive guide to Machine Learning projects answers the problems an aspiring or experienced data scientist frequently has: Confused on what technology to use for your ML development? Should I use GOFAI, ANN/DNN or Transfer Learning? Can I rely on AutoML for model development? What if the client provides me Gig and Terabytes of data for developing analytic models? How do I handle high-frequency dynamic datasets? This book provides the practitioner with a consolidation of the entire data science process in a single "Cheat Sheet". To understand the data, there are several libraries available for data visualization. The most commonly used Python libraries are Matplotlib and Seaborn that can provide a very advanced level of visualization.

Название: Deep Learning and Its Applications for Vehicle Networks
Автор: Fei Hu, Iftikhar Rasheed
Издательство: CRC Press
Год: 2023
Страниц: 357
Язык: английский
Формат: pdf (true)
Размер: 48.3 MB

Deep Learning (DL) is an effective approach for AI-based vehicular networks and can deliver a powerful set of tools for such vehicular network dynamics. In various domains of vehicular networks, DL can be used for learning-based channel estimation, traffic flow prediction, vehicle trajectory prediction, location-prediction-based scheduling and routing, intelligent network congestion control mechanism, smart load balancing and vertical handoff control, intelligent network security strategies, virtual smart and efficient resource allocation and intelligent distributed resource allocation methods. Deep Learning has demonstrated its capability in intelligent system design. In addition, Deep Learning has been demonstrated that it can perform real-time object detection, object recognition, and the optimization of communication networks. This book is based on the work from world-famous experts on the application of DL for vehicle networks.

Название: Learn ChatGPT: The Future of Learning
Автор: A.A. Kabir
Издательство: Independently published
Год: 2022
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB

"Learn ChatGPT " is a must-read for anyone interested in the role of AI in education. This groundbreaking book explores the potential of ChatGPT, a powerful AI-powered platform, to revolutionize the way we learn and access information. From personalized tutoring and expert advice to real-time feedback and support, ChatGPT offers a range of tools and resources to help students and professionals alike achieve their goals. Whether you're a student, a teacher, a youtuber or an education policymaker, "Learn ChatGPT " offers valuable insights and practical advice on how to harness the power of Artificial Intelligence (AI) to enhance and enrich the learning experience. ChatGPT uses Natural Language Processing and Machine Learning (ML) to understand and respond to input in a conversational context. At its core, ChatGPT is a large language model that was trained on a massive dataset of text. This training allows the model to understand the structure and meaning of language, and to generate responses that are appropriate and natural-sounding. When ChatGPT receives input, it uses Natural Language Processing algorithms to analyze the text and extract the meaning and intent behind it.

Название: Decision Intelligence: Human–Machine Integration for Decision-Making
Автор: Miriam O’Callaghan
Издательство: CRC Press
Год: 2023
Страниц: 280
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Revealing the limitations of human decision-making, this book explores how Artificial Intelligence (AI) can be used to optimize decisions for improved business outcomes and efficiency, as well as looking ahead to the significant contributions Decision Intelligence (DI) can make to society and the ethical challenges it may raise. From the theories and concepts used to design autonomous intelligent agents to the technologies that power DI systems and the ways in which companies use decision-making building blocks to build DI solutions that enable businesses to democratize AI, this book presents an impressive framework to integrate artificial and human intelligence for the success of different types of business decisions. The field of Decision Intelligence (DI) has emerged to democratize AI for effective decision-making. DI deals with applying technology, especially AI, to enhance individual and organizational decision-making potential.

Название: Software Durability: Concepts and Practices
Автор: Rajeev Kumar, Suhel Ahmad Khan
Издательство: CRC Press
Год: 2023
Страниц: 348
Язык: английский
Формат: pdf (true)
Размер: 10.7 MB

Software evolution is a time-consuming and costly process due to its complex architecture. Software designers need to produce software that is effective as well as durable. Durability and effectiveness of software are the foremost priorities and challenges for developers. This book comprises real-life case studies of durability issues and their solutions that bring to light loopholes and show how to fix them, to enhance durability. Existing literature on software durability tells us that the first step is to recognise the problem. It gives information about durability, risk, estimation, knowledge, and governance based on five main characteristics: dependability, trustworthiness, usability, security, and human trust. The book serves as a complete package to get acquainted with assurance and risk management from a software durability perspective. It enhances our understanding of the concept of durability, its multi-dimensional approach, threats and their types, risk, mitigation techniques, and suggestive measures.

Название: Smart Computer Vision
Автор: B. Vinoth Kumar, P. Sivakumar, B. Surendiran
Издательство: Springer
Год: 2023
Страниц: 358
Язык: английский
Формат: pdf (true)
Размер: 11.8 MB

This book addresses and disseminates research and development in the applications of intelligent techniques for Computer Vision, the field that works on enabling computers to see, identify, and process images in the same way that human vision does, and then providing appropriate output. The book provides contributions which include theory, case studies, and intelligent techniques pertaining to Computer Vision applications. The book helps readers grasp the essence of the recent advances in this complex field. The audience includes researchers, professionals, practitioners, and students from academia and industry who work in this interdisciplinary field. The authors aim to inspire future research both from theoretical and practical viewpoints to spur further advances in the field. Computer Vision is a field of Computer Science that works on enabling computers to see, identify, and process images in the same way that human vision does, and then provide appropriate output. Chapter 1 discusses the Machine Learning approaches applied to automatic sports video summarization.

Название: Reinventing ITIL and DevOps with Digital Transformation: Essential Guidance to Accelerate the Process, Second Edition
Автор: Abhinav Krishna Kaiser
Издательство: Apress
Год: 2023
Страниц: 489
Язык: английский
Формат: pdf, epub
Размер: 16.1 MB

The second edition of this book has been fully updated to show how the DevOps way of working has continued to adapt to changing technologies. The ITIL processes which were an integral part of the DevOps world have been merged with the DevOps framework, reflecting the current emphasis on product models rather than viewing project and support models separately. This book starts with the basics of digital transformation before exploring how this works in practice: that is, people, processes and technology, and org structures. It delves into value streams that are the basis for ITIL and DevOps, highlighting the differences between the methods of the past and new methodologies needed to ensure products to meet contemporary expectations. This updated edition includes new chapters that discuss digital transformation for business success, introduce the battle tank framework, leading people in the digital world, managing work in a remote working model, and the product-led transformation model. These new chapters provide the guidance necessary to move beyond DevOps into a holistic digital transformation exercise.

Название: How to Make a Video Game All by Yourself: 10 Steps, Just You and a Computer
Автор: Matt Hackett
Издательство: Valadria
Год: 2022 (v1.0.11)
Страниц: 186
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Unleash your creativity and bring your game ideas to life with How to Make a Video Game All By Yourself. Written by games industry veteran Matt Hackett, this inspirational and motivational guide takes you through the process of discovering your passion, picking the right game engine, and finding the fun in your unique game. Filled with advice, personal anecdotes, handmade illustrations, and quotes from renowned game developers, this book is the ultimate resource for creative folks looking to make their own video game. It’s a lean, practical guide that gives you the tough love and encouragement you need to ship your game! Let’s get started.

Название: Software Architect, 1st Edition
Автор: Michael Bell
Издательство: Wiley
Год: 2023
Страниц: 431
Язык: английский
Формат: pdf (true), epub
Размер: 42.0 MB

A strategic state-of-the-art software architecture manual for all skill levels. In Software Architect, veteran enterprise and solution architect Michael Bell delivers a hands-on playbook of best practices for aspiring and practicing software architects, seeking to improve their software design, integration, communication, presentation, and knowledge acquisition skills. He explores the career enablement, career planning, self-training, and self-improvement topics you’ll need to increase your ability to offer powerful and effective business and technological solutions. An indispensable manual for aspiring to be architects, software architects-in-training, and practicing software architects. Software Architect is an essential read for anyone hoping to improve their ability to deliver robust business and technical solutions to enterprises everywhere.

Название: Cambridge Primary Computing Learner's Book Stage 3
Автор: Roland Birbal, ichele Taylor, Nazreen Mohammed
Издательство: Hodder Education
Год: 2023
Страниц: 202
Язык: английский
Формат: pdf (true)
Размер: 41.0 MB

Help learners develop essential computing skills with an approach that uses real-life examples, reinforces key vocabulary and provides opportunities to learn, practise and apply throughout. The best algorithms are efficient. This means they carry out a task using the least number of steps. Efficient algorithms are concise. Efficient algorithms make efficient programs. We can make a program concise by combining repeated code and removing code that is not needed.