Название: Machine Learning and Deep Learning in Natural Language Processing
Автор: Anitha S. Pillai and Roberto Tedesco
Издательство: CRC Press
Год: 2024
Страниц: 245
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Natural Language Processing (NLP) is a sub-field of Artificial Intelligence, linguistics, and computer science and is concerned with the generation, recognition, and understanding of human languages, both written and spoken. NLP systems examine the grammatical structure of sentences as well as the specific meanings of words, and then they utilize algorithms to extract meaning and produce results. Machine Learning and Deep Learning in Natural Language Processing aims at providing a review of current Neural Network techniques in the NLP field, in particular about Conversational Agents (chatbots), Text-to-Speech, management of non-literal content – like emotions, but also satirical expressions – and applications in the healthcare field. Natural Language Processing (NLP) is a sub-field of Computer Science, information engineering, and Artificial Intelligence (AI) that deals with the computational processing and comprehension of human languages.

Название: Python Basics: The way of the Snake
Автор: Chris Price
Издательство: Independently published
Год: 2023
Страниц: 142
Язык: английский
Формат: pdf
Размер: 24.5 MB

An Introduction to Python. Python is a high-level, interpreted programming language known for its simplicity and readability. It was created by Guido van Rossum and first released in 1991. Python is open-source, which means its source code is freely available for anyone to view, modify, and distribute. Python's design philosophy emphasizes code readability and a clear syntax, making it an excellent language for beginners and experienced programmers alike. It has gained popularity across various domains, including web development, data analysis, artificial intelligence, scientific computing, automation, and more. Python is praised for its extensive standard library, which provides numerous modules and packages to perform a wide range of tasks without having to write complex code from scratch.

Название: Hacks, Leaks, And Revelations: The Art of Analyzing Hacked and Leaked Data, Early Access Edition
Автор: Micah Lee
Издательство: No Starch Press
Год: 07.19.2023
Страниц: 514
Язык: английский
Формат: pdf (true)
Размер: 22.8 MB

Data-science investigations have brought journalism into the 21st century, and—guided by The Intercept’s infosec expert Micah Lee— this book is your blueprint for uncovering hidden secrets in hacked datasets. In the current age of hacking and whistleblowing, the internet contains massive troves of leaked information. These complex datasets can be goldmines of revelations in the public interest— if you know how to access and analyze them. For investigative journalists, hacktivists, and amateur researchers alike, this book provides the technical expertise needed to find and transform unintelligible files into groundbreaking reports. Using Python or other programming languages, you can give your computer precise instructions for performing tasks that existing tools or shell scripts don’t allow. For example, you could write a Python script that scours a million pieces of video metadata to determine where the videos were filmed. In my experience, Python is also simpler, easier to understand, and less error-prone than shell scripts. This chapter provides a crash course on the fundamentals of Python programming. You’ll learn to write and execute Python scripts and use the interactive Python interpreter. You’ll also use Python to do math, define variables, work with strings and Boolean logic, loop through lists of items, and use functions.

Название: Artificial Intelligence in Bioinformatics and Chemoinformatics
Автор: Yashwant V. Pathak, Surovi Saikia, Sarvadaman Pathak
Издательство: CRC Press
Год: 2024
Страниц: 275
Язык: английский
Формат: pdf (true)
Размер: 14.7 MB

The authors aim to shed light on the practicality of using Machine Learning in finding complex chemoinformatics and bioinformatics applications as well as identifiying AI in biological and chemical data points. The chapters are designed in such a way that they highlight the important role of Artificial Intelligence (AI) in chemistry and bioinformatics particularly for the classification of diseases, selection of features and compounds, dimensionality reduction and more. In addition, they assist in the organization and optimal use of data points generated from experiments performed using AI techniques. This volume discusses the development of automated tools and techniques to aid in research plans. Machine Learning (ML) is typically considered to be a branch of Artificial Intelligence. Today computers are able to make decisions on their own without any outside assistance support using ML algorithms. Finding valuable underlying patterns inside complex data allows for the making of such decisions.

Название: Mathematics and Computer Science, Volume 1
Автор: Sharmistha Ghosh, M. Niranjanamurthy, Krishanu Deyasi
Издательство: Wiley-Scrivener
Год: 2023
Страниц: 557
Язык: английский
Формат: pdf (true), epub
Размер: 107.0 MB, 33.0 MB

This first volume in a new multi-volume set gives readers the basic concepts and applications for diverse ideas and innovations in the field of computing together with its growing interactions with mathematics. This new edited volume from Wiley-Scrivener is the first of its kind to present scientific and technological innovations by leading academicians, eminent researchers, and experts around the world in the areas of mathematical sciences and computing. The chapters focus on recent advances in Computer Science, and mathematics, and where the two intersect to create value for end users through practical applications of the theory. The chapters herein cover scientific advancements across a diversified spectrum that includes differential as well as integral equations with applications, computational fluid dynamics, nanofluids, network theory and optimization, control theory, Machine Learning and Artificial Intelligence, Big Data analytics, Internet of Things, cryptography, fuzzy automata, statistics, and many more. Scikit-learn, a tool for developing Machine Learning algorithms, is a standard library of Python. Through Scikit-learn, a trained model for predictive analysis can be developed. Python provides a rich data structure library called Pandas, which provides fast and efficient data transformation and analysis.

Название: Mathematics and Computer Science, Volume 2
Автор: Sharmistha Ghosh, M. Niranjanamurthy, Krishanu Deyasi
Издательство: Wiley-Scrivener
Год: 2023
Страниц: 431
Язык: английский
Формат: pdf (true), epub
Размер: 28.2 MB

This second volume in a new multi-volume set builds on the basic concepts and fundamentals laid out in the previous volume, presenting the reader with more advanced and cutting-edge topics being developed in this exciting field. This second volume in a new series from Wiley-Scrivener is the first of its kind to present scientific and technological innovations by leading academicians, eminent researchers, and experts around the world in the areas of mathematical sciences and computing. Building on what was presented in volume one, the chapters focus on more advanced topics in computer science, mathematics, and where the two intersect to create value for end users through practical applications. The chapters herein cover scientific advancements across a diversified spectrum that includes differential as well as integral equations with applications, computational fluid dynamics, nanofluids, network theory and optimization, control theory, machine learning and artificial intelligence, Big Sata analytics, Internet of Things, cryptography, fuzzy automata, statistics, and many more. Readers of this book will get access to diverse ideas and innovations in the field of computing together with its growing interactions in various fields of mathematics. Whether for the engineer, scientist, student, academic, or other industry professional, this is a must-have for any library.

Название: Beginning Graphics Programming with Processing 4
Автор: Antony Lees
Издательство: Independently published
Год: 2022
Страниц: 135
Язык: английский
Формат: pdf , epub
Размер: 10.1 MB

Beginning Graphics Programming with Processing 4 Fully updated to version 4 A guide to creating exciting computer graphics with the popular Processing language. This book aims to teach the Processing programming language to both non-programmers and experienced programmers alike. Using the book, anyone can learn to create visually stunning graphics and animations, regardless of prior experience, and how to utilise them in web pages and Android applications. Processing is a free, open-source, programming language based on the much larger Java language. It focusses on the visual output of computer programs, designed for non-programmers, and those more experienced, to create visual graphics and animation. Processing includes everything needed to create and view graphics including an IDE (Integrated Development Environment) that can be used to create programs and graphics. The book aims to teach the Processing programming language to both non-programmers and experienced programmers alike, allowing those who have not worked on computer programs before to become competent in the language and anyone to create some visually stunning graphics and animation regardless of prior experience.

Название: Machine Intelligence: Computer Vision and Natural Language Processing
Автор: Pethuru Raj, P. Beaulah Soundarabai, D. Peter Augustine
Издательство: CRC Press
Год: 2024
Страниц: 343
Язык: английский
Формат: pdf (true)
Размер: 50.7 MB

Machines are being systematically empowered to be interactive and intelligent in their operations, offerings. and outputs. There are pioneering Artificial Intelligence (AI) technologies and tools. Machine and Deep Learning (ML/DL) algorithms, along with their enabling frameworks, libraries, and specialized accelerators, find particularly useful applications in computer and machine vision, human machine interfaces (HMIs), and intelligent machines. Machines that can see and perceive can bring forth deeper and decisive acceleration, automation, and augmentation capabilities to businesses as well as people in their everyday assignments. Machine vision is becoming a reality because of advancements in the computer vision and device instrumentation spaces. Machines are increasingly software-defined. That is, vision-enabling software and hardware modules are being embedded in new-generation machines to be self-, surroundings, and situation-aware.

Название: Coding for Kids Ages 8-12: Simple C++ Programming Lessons and Get You Started With Programming from Scratch
Автор: Bob Mather
Издательство: Independently published
Год: 2023
Страниц: 155
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Learning to code isn't as hard as it sounds―you just have to get started! Coding for Kids in C++ starts off with the very basics: Learn why coding has taken the world by storm, and why C++ is a great way to get started. The book has 50 interactive programs, and then another 50 exercises to practice each concept at the back of every chapter. Every chapter is a building block of programming block of programming that kids can use to master the basics, and start creating their very own games. Kids will progress through unique lessons packed with helpful examples! Programming is the creation of a systematic set of instructions that a computer can understand and execute. These instructions are called code, and they are written in a language that’s known as a programming language. There are many extraordinary programming languages, each with their own personal syntax and capabilities. With C++, you have the energy to shape and form your code with great efficiency, making it run quicker and smoother.

Название: Machine Learning with oneAPI
Автор: Shriram K. Vasudevan, Nitin Vamsi Dantu, Sini Raj Pulari,
Издательство: CRC Press
Год: 2024
Страниц: 210
Язык: английский
Формат: pdf (true)
Размер: 26.3 MB

Intel oneAPI is a unified programming model and software development kit (SDK) from Intel that empowers software developers to generate high-performance applications that can run on different devices, comprising CPUs, GPUs, FPGAs, and other accelerators. It lets developers write code once and deploy it on multiple architectures, decreasing the complexity as well as the cost and time of software development. One of the significant strengths of oneAPI is in its capability to support an eclectic range of devices and architectures, including artificial intelligence, high-performance computing, and data analytics. Along with libraries, tools, and compilers, oneAPI makes it cool for developers to create optimized code for an extensive variety of applications, making it an indispensable tool for any developer who wants to create high-performance software and reap the benefit of the latest hardware technologies. The versatility of oneAPI, by means of appropriate theory and practical implementation with the latest tools in machine learning, has been presented in a simple yet effective way in this book that caters to everyone’s needs. Come on, let’s unleash the true power of our code across varied architectures! Machine Learning (ML) has been growing tremendously in the market and has vast application possibilities and opportunities. Learning ML has become almost inevitable for engineers to achieve the best results and increased productivity.