Название: Scaling Machine Learning with Spark: Distributed ML with MLlib, TensorFlow, and PyTorch (Final Release)
Автор: Adi Polak
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 294
Язык: английский
Формат: pdf (true), epub (true)
Размер: 14.5 MB

Get up to speed on Apache Spark, the popular engine for large-scale data processing, including Machine Learning and analytics. If you're looking to expand your skill set or advance your career in scalable Machine Learning with MLlib, distributed PyTorch, and distributed TensorFlow, this practical guide is for you. Using Spark as your main data processing platform, you'll discover several open source technologies designed and built for enriching Spark's ML capabilities. This book aims to guide you in your journey as you learn more about Machine Learning (ML) systems. Apache Spark is currently the most popular framework for large-scale data processing. It has numerous APIs implemented in Python, Java, and Scala and is used by many powerhouse companies, including Netflix, Microsoft, and Apple. PyTorch and TensorFlow are among the most popular frameworks for machine learning. Combining these tools, which are already in use in many organizations today, allows you to take full advantage of their strengths. Scaling Machine Learning with Spark examines various technologies for building end-to-end distributed ML workflows based on the Apache Spark ecosystem with Spark MLlib, MLFlow, TensorFlow, PyTorch, and Petastorm.

Название: A Handbook of Artificial Intelligence in Drug Delivery
Автор: Anil K. Philip, Aliasgar Shahiwala, Md. Faiyazuddin
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 623
Язык: английский
Формат: pdf (true)
Размер: 29.3 MB

A Handbook of Artificial Intelligence in Drug Delivery explores the use of Artificial Intelligence (AI) in drug delivery strategies. The book covers pharmaceutical AI and drug discovery challenges, Artificial Intelligence tools for drug research, AI enabled intelligent drug delivery systems and next generation novel therapeutics, broad utility of AI for designing novel micro/nanosystems for drug delivery, AI driven personalized medicine and Gene therapy, 3D Organ printing and tissue engineering, Advanced nanosystems based on AI principles (nanorobots, nanomachines), opportunities and challenges using artificial intelligence in ADME/Tox in drug development, commercialization and regulatory perspectives, ethics in AI, and more. Machine Learning (ML) is a subset of the umbrella term Artificial Intelligence (AI). AI has already crept into several tasks of our day-to-day life, like digital assistants, internet surfing, online shopping, etc. Machine learning (ML), as the name indicates, is a way (algorithm) of self-learning by computer. The development of ML algorithms originated from the quest of computers that learn on their own based on their experiences. The learning takes place with the help of a dataset provided to the computer as training data.

Название: ChatGPT For Fiction Writing: AI for Authors
Автор: Nova Leigh
Издательство: Two Worlds Press
Год: 2023
Страниц: 117
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Now updated and expanded for GPT-4! Chat GPT-3 is an AI language model created by OpenAI and is currently one of the most advanced language models available. Chat GPT-3 was created by training on a massive amount of text data from the internet, books, and other sources. This training allowed the large language model to understand the patterns and nuances of language, so it can generate human-like text. You know ChatGPT can write email campaigns and website copy. But what if I told you it could also help you write clever plot twists, breathtaking description, and witty dialog? Even more importantly, what if it could help you get that manuscript finished and sold? In ChatGPT for Fiction Writing, Amazon bestselling author Nova Leigh shows you it can do these things and much more. Using dozens of real examples and over 100 prompts that you can use to get started immediately, she offers easy-to-understand instructions for using ChatGPT for every step of the fiction writing process.

Название: Advanced Bash: Told Through Alice In Wonderland
Автор: Jonathan Grant
Издательство: Leanpub
Год: 2023-04-15
Страниц: 102
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.26 MB

Discover the art of advanced Bash scripting through the magical lens of Alice's adventures in Wonderland. "Advanced Bash: Told Through Alice In Wonderland" combines a captivating narrative with practical examples, guiding you towards mastery of the Linux command line as you explore the enchanting world of Alice and her peculiar companions. Delve into the magical world of Linux command line scripting with "Advanced Bash: Told Through Alice In Wonderland," an innovative and engaging approach to mastering the Bash shell. This book takes you on a whimsical journey through the depths of the Linux command line, following the adventures of Alice as she explores the mysterious Wonderland.

Название: Идеи, определившие облик информатики: Классические статьи по компьютерным наукам
Автор: Гарри Рой Льюис
Издательство: ДМК Пресс
Год: 2023
Страниц: 618
Язык: русский
Формат: pdf
Размер: 17.3 MB

В книге собрано 46 классических статей по информатике, которые прочертили карту развития этой науки. Охвачены все аспекты компьютерных наук; особое внимание уделяется периоду с 1936 по 1980 годы, но рассматриваются и важные ранние работы. Знакомя читателей с работами мыслителей от Аристотеля и Лейбница до Алана Тьюринга и Норберта Винера, книга документирует открытия и изобретения, приведшие к созданию современного цифрового мира. Компьютерное программирование – точная наука, позволяющая в принципе вывести все свойства программы и все последствия выполнения ее в заданном окружении из текста самой программы с помощью дедуктивных рассуждений. Дедуктивные рассуждения подразумевают применение корректных правил вывода к набору корректных аксиом. Таким образом, желательно и интересно найти аксиомы и правила вывода, которые можно было бы положить в основу рассуждений о компьютерной программе. Конкретный выбор аксиом в какой-то мере зависит от выбора языка программирования.

Название: ChatGPT for Dummies: The Most Complete and Easy-To-Use Guide for Writers, Programmers, Businesses and Content Creators
Автор: Gentry B. Ferguson
Издательство: Henry C. Billings
Год: 2023
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Welcome to ChatGPT for Dummies! This book is a comprehensive guide to understanding and using ChatGPT, one of the most advanced language models in the world. Whether you’re a curious beginner or a seasoned developer, this book will help you unlock the full potential of ChatGPT and leverage its power for your own projects. ChatGPT is an Artificial Intelligence (AI) model created by OpenAI, designed to generate natural language responses to text inputs. It has been trained on vast amounts of text data and can understand and respond to a wide range of topics and queries. The model has been used in a variety of applications, from chatbots and virtual assistants to language translation and text summarization. In this book, you’ll learn the basics of ChatGPT, including how it works, how it’s trained, and how to use it for various applications. You’ll also get hands-on experience with ChatGPT through practical examples and tutorials that show you how to build your own chatbots, language translators, and much more.

Название: Robotics, Vision and Control: Fundamental Algorithms in Python, 3rd Edition
Автор: Peter Corke
Издательство: Springer
Год: 2023
Страниц: 835
Язык: английский
Формат: pdf (true)
Размер: 54.5 MB

This textbook provides a comprehensive, but tutorial, introduction to robotics, computer vision, and control. It is written in a light but informative conversational style, weaving text, figures, mathematics, and lines of code into a narrative that covers robotics and computer vision―separately, and together as robotic vision. Over 1600 code examples show how complex problems can be decomposed and solved using just a few simple lines of code. This edition is based on Python and is accompanied by fully open-source Python-based Toolboxes for robotics and machine vision. The new Toolboxes enable the reader to easily bring the algorithmic concepts into practice and work with real, non-trivial, problems on a broad range of computing platforms. For the beginning student the book makes the algorithms accessible, the Toolbox code can be read to gain understanding, and the examples illustrate how it can be used. The code can also be the starting point for new work, for practitioners, students, or researchers, by writing programs based on Toolbox functions, or modifying the Toolbox code itself. Python, combined with popular packages such as NumPy, SciPy and Matplotlib provides a powerful interactive mathematical software environment that makes linear algebra, data analysis and high-quality graphics a breeze.

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.