Название: Causal Inference in Python: Applying Causal Inference in the Tech Industry (Fourth Early Release)
Автор: Matheus Facurer
Издательство: O’Reilly Media, Inc.
Год: 2023-05-10
Страниц: 561
Язык: английский
Формат: epub (true), mobi
Размер: 19.3 MB

This book is an introduction to Causal Inference in Python, but it is not an introductory book in general. It’s introductory because I’ll focus on application, rather than rigorous proofs and theorems of causal inference; additionally, when forced to choose, I’ll opt for a simpler and intuitive explanation, rather than a complete and complex one. It is not introductory in general because I’ll assume some prior knowledge about Machine Learning (ML), statistics and programming in Python. It is not too advanced either, but I will be throwing in some terms that you should know beforehand. The main audience of this book is Data Scientists who are working in the industry. If you fit this description, there is a pretty good chance that you cover the prerequisites that I’ve mentioned.

Название: Computational Health Informatics for Biomedical Applications
Автор: Aryan Chaudhary, Sardar M. N. Islam (Naz)
Издательство: Apple Academic Press/CRC Press
Год: 2023
Страниц: 364
Язык: английский
Формат: pdf (true)
Размер: 15.7 MB

The recent explosion of technology in healthcare has rapidly changed the healthcare sector. Technologies such as Artificial Intelligence (AI) and Machine Learning (ML) along with the integration of the Internet of Medical Things have evolved to tackle the need for remote healthcare systems, augmenting them in a self-sustainable way. This new volume explores the many important smart technologies that can make healthcare delivery and monitoring faster, more efficient, and less invasive. It looks at computational tactics as applied to the development of biomedical applications using Artificial Intelligence, Machine Learning, signal analysis, computer-aided design, robotics and automation, biomedical imaging, telemedicine, and other technologies. The book provides a solid framework to give the modern class of medical gearheads information on the innovative applications of computational mechanisms for improving and expediting patient-friendly automation in healthcare.

Название: Python and SQLite Development
Автор: Agus Kurniawan
Издательство: Independently published
Год: 2021
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

This book provides alternative approach to build Python application with SQLite database. This book describes how to work with Python 3 and SQLite and illustrates their use with code examples. Python is an interpreted, object-oriented, high-level programming language with dynamic semantics. In this book, we focus on learning how to develop Python programs to access SQLite database. I use Sqlite 3 for demo. SQLite provides a shell so you can perform data manipulation. You can download Sqlite 3 shell on this site on Download SQLite shell based your platform. For Windows, you can download sqlite-tools.

Название: Formal Analysis for Natural Language Processing: A Handbook
Автор: Zhiwei Feng
Издательство: Springer
Год: 2023
Страниц: 802
Язык: английский
Формат: pdf (true), epub
Размер: 52.4 MB

The field of Natural Language Processing (NLP) is one of the most important and useful application areas of Artificial Intelligence (AI). NLP is now rapidly evolving, as new methods and toolsets converge with an ever-expanding wealth of available data. This state-of-the-art handbook addresses all aspects of formal analysis for Natural Language Processing. Following a review of the field’s history, it systematically introduces readers to the rule-based model, statistical model, neural network model, and pre-training model in Natural Language Processing. At a time characterized by the steady and vigorous growth of Natural Language Processing, this handbook provides a highly accessible introduction and much-needed reference guide to both the theory and method of NLP. It can be used for individual study, as the textbook for courses on Natural Language Processing or computational linguistics, or as a supplement to courses on Artificial Intelligence, and offers a valuable asset for researchers, practitioners, lecturers, graduate and undergraduate students alike.

Название: TypeScript Cookbook; Real World Type-Level Programming (5th Early Release)
Автор: Stefan Baumgartner
Издательство: O’Reilly Media, Inc.
Год: 2023-05-10
Страниц: 251
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

TypeScript is one of the most important tools for jаvascript developers. Still, even experienced developers wonder why the TypeScript compiler is throwing squiggly red lines at them. Enter TypeScript Cookbook. With this practical guide, author Stefan Baumgartner provides senior engineers with solutions for everyday TypeScript problems. If you're conversant with TypeScript as well as jаvascript basics, this book provides actionable recipes to help you tackle a wide array of issues. From setting up complex project structures to developing advanced helper types, each self-contained recipe guides you through the problem and discusses why and how a solution works.

Название: Cloud-based Multi-Modal Information Analytics: A Hands-on Approach
Автор: Srinidhi Hiriyannaiah, Siddesh G.M., Srinivasa K.G.
Издательство: CRC Press
Год: 2023
Страниц: 257
Язык: английский
Формат: pdf (true)
Размер: 34.7 MB

Cloud based Multi-Modal Information Analytics: A Hands-on Approach discusses the various modalities of data and provide an aggregated solution using cloud. It includes the fundamentals of neural networks, different types and how they can be used for the multi-modal information analytics. The various application areas that are image-centric and videos are also presented with deployment solutions in the cloud. Deep Learning (DL) applications are based on neural networks for learning and prediction for various problems of Computer Vision, self-driving, speech translation and other applications. PyTorch is an open source library for implementing programs on computer vision and multimodal data. It supports all operating systems with a primary focus on the interface of Python. There are a wide number of applications built on PyTorch, which include Tesla Autopilot, Uber’s Pyro, Hugging Face’s Transformers, PyTorch Lightning and Catalyst.

Название: A Functional Approach to Java: Augmenting Object-Oriented Code with Functional Principles (Final Release)
Автор: Ben Weidig
Издательство: O’Reilly Media
Год: 2023
Страниц: 403
Язык: английский
Формат: epub, mobi
Размер: 10.2 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. Functional programming isn’t a new idea. In fact, it’s even older than object-oriented programming! It first appeared in the early years of computing, in the 1950s, in the Lisp⁠ programming language and has been used quite commonly in academia and niche fields. In recent years, however, there has been an increasing interest in functional paradigms. This book might not be for you if you are looking for a compartmentalized, recipe-style book presenting “ready-to-implement” solutions. Its main intention is to introduce functional concepts and idioms and teach you how to incorporate them into your Java code.

Название: Handbook of Mathematical and Digital Engineering Foundations for Artificial Intelligence
Автор: Adedeji B. Badiru, Olumuyiwa Asaolu
Издательство: CRC Press
Год: 2023
Страниц: 399
Язык: английский
Формат: pdf (true)
Размер: 14.0 MB

Artificial Intelligence (AI) and digital engineering have become prevalent in business, industry, government, and academia. Handbook of Mathematical and Digital Engineering Foundations for Artificial Intelligence: A Systems Methodology provides a guide for using digital engineering platforms for advancing AI applications. The book discusses an interface of education and research in the pursuit of AI developments and highlights the facilitation of advanced education through AI and digital engineering systems. It presents an integration of soft and hard skills in developing and using AI and offers a rigorous systems approach to understanding and using AI. This handbook will be the go-to resource for practitioners and students on applying systems methodology to the body of knowledge of understanding, embracing, and using digital engineering tools and techniques. The recent developments and emergence of Chatbots (AI tools) all have mathematical foundations for their efficacy. Such AI tools include ChatGPT, GPT-4, Bard, Tidio Support Bot, Kuki AI Companion, Meena, BlenderBot, Rose AI Chatbot, Replika: AI Friend, Eviebot, and Tay.

Название: Explainable AI in Healthcare: Unboxing Machine Learning for Biomedicine
Автор: Mehul S Raval, Mohendra Roy, Tolga Kaya
Издательство: CRC Press
Год: 2024
Страниц: 329
Язык: английский
Формат: pdf (true)
Размер: 10.6 MB

This book combines technology and the medical domain. It covers advances in Computer Vision (CV) and Machine Learning (ML) that facilitate automation in diagnostics and therapeutic and preventive health care. The special focus on eXplainable Artificial Intelligence (XAI) uncovers the black box of ML and bridges the semantic gap between the technologists and the medical fraternity. Explainable AI in Healthcare: Unboxing Machine Learning for Biomedicine intends to be a premier reference for practitioners, researchers, and students at basic, intermediary levels and expert levels in Computer Science, electronics and communications, information technology, instrumentation and control, and electrical engineering.

Название: Kubernetes Everywhere: Managing Professional Kubernetes Clusters and Applications (Early Release)
Автор: Christopher Negus
Издательство: Pearson Education/Addison-Wesley
Год: 2023
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

As the mass migration to containerize software applications continues, Kubernetes has overwhelmingly become the platform to run those applications. Cloud providers like AWS, Google, and Microsoft bundle complex Kubernetes services to make it easier to deploy and scale applications. On-premises data centers and devices let companies manage the costs and security of their Kubernetes clusters themselves. Kubernetes can also be found outside of data centers for edge computing, IOT devices, and 5G networks. Kubernetes is literally everywhere. The demand for Kubernetes expertise at a premium as the leading platform for large clouds and small on-premises computing. Kubernetes Everywhere steps you through creating your own on-premises, professional-grade Kubernetes cluster. Along the way, you gain the knowledge to master features such as deployment methods, network setup, storage management, node autoscaling, authentication, and pod and cluster security. You learn ways to obtain Kubernetes certifications, find online resources for trying Kubernetes and participate in the Kubernetes project community.