Litgu.ru - Литературный Гуру

Название: Assembly x64 in easy steps: Modern coding for MASM, SSE & AVX
Автор: Mike McGrath
Издательство: In Easy Steps Limited
Год: 2021
Страниц: 192
Язык: английский
Формат: epub
Размер: 12.8 MB

Assembly x64 Programming in easy steps shows how to write code to create your own computer programs. It contains separate chapters demonstrating how to store and manipulate data in 64-bit registers, how to control program flow, and how to create reusable blocks of code in program functions. It includes demonstrations of parallel processing with 128-bit Streaming SIMD Extensions (SSE) and 256-bit Advanced Vector Extensions (AVX).

Название: Computer Graphics Programming in OpenGL with Java, 3rd Edition
Автор: V. Scott Gordon, John Clevenger
Издательство: Mercury Learning and Information
Год: 2021
Страниц: 536
Язык: английский
Формат: pdf (true)
Размер: 46.1 MB

This new edition provides step-by-step instruction on modern 3D graphics shader programming in OpenGL with Java, along with its theoretical foundations. It is appropriate both for computer science graphics courses, and for professionals interested in mastering 3D graphics skills. It has been designed in a 4-color, “teach-yourself” format with numerous examples that the reader can run just as presented. Every shader stage is explored, from the basics of modeling, textures, lighting, shadows, etc., through advanced techniques such as tessellation, normal mapping, noise maps, as well as new chapters on simulating water, stereoscopy, and ray tracing.

Название: Artificial Intelligence for Managers: Leverage the Power of AI to Transform Organizations and Reshape Your Career
Автор: Malay A. Upadhyay
Издательство: BPB Publications
Год: 2021
Страниц: 302
Язык: английский
Формат: pdf, epub
Размер: 10.16 MB

Understand how to adopt and implement AI in your organization. Artificial Intelligence implies using a computer to do tasks the way humans would. There are many definitions out there, but essentially, it is a set of algorithms that does four things: 1) Sense a given situation; 2)Understand it; 3)Take action; 4)Learn from the results in order to improve. Interestingly, while all AI tools follow this sequence, most are designed to give a specific output that falls in one of these categories. An Algorithm is a set of tasks to be performed under specific conditions. Accordingly, an AI algorithm is programmed to take inputs, make different calculations or analyses based on those inputs and the results needed, and provide an output.

Название: Artificial Intelligence, Machine Learning, and Data Science Technologies: Future Impact and Well-Being for Society 5.0
Автор: Neeraj Mohan, Ruchi Singla, Priyanka Kaushal
Издательство: CRC Press
Год: 2022
Страниц: 311
Язык:
Формат: pdf (true)
Размер: 28.8 MB

This book provides a comprehensive, conceptual, and detailed overview of the wide range of applications of Artificial Intelligence, Machine Learning, and Data Science and how these technologies have an impact on various domains such as healthcare, business, industry, security, and how all countries around the world are feeling this impact. AI in the present era is improving and gaining popularity with its new modernization for solving real- world problems in an optimized way. It allows us to replace fixed routine and multiple human tasks with AI coded computer machinery and robotics through continuous knowledge skills, i.e., machine and deep learning. These learning methods are inspired by human creativeness; nature inspires algorithms, robust ecological colonization of unwanted plants, etc. Some of these AI algorithms and techniques are discussed.

Название: Data Structures using C: A Practical Approach for Beginners
Автор: Amol M Jagtap, Ajit S Mali
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 363
Размер: 10 Mb
Язык: English

This book provides a quick study of data structures. The conventions of ‘C’ language is used to describe the used algorithms and Data Structures primarily, because of their value. The book provides a comprehensive and technically rigorous introduction to data structures such as arrays, stacks, queues, linked lists, trees and graphs and techniques such as sorting hashing that form the basis of all software. In addition, this text presents advanced or specialized data structures such as priority queues, efficient binary search trees, and multiway search trees. The book now discusses topics such as heaps, min–max heaps, Splay trees, B+ trees and suffix trees. Red-black trees have been made more accessible.This book will be an excellent self-teach and test preparation material for beginners.

Название: Demystifying Artificial intelligence: Simplified AI and Machine Learning concepts for Everyone
Автор: Prashant Kikani
Издательство: BPB Publication
Год: 2021
Страниц: 350
Язык: английский
Формат: pdf
Размер: 10.2 MB

Learn AI & Machine Learning from the first principles. AI and machine learning (ML) are probably the most fascinating technologies of the 21st century. AI is literally in every industry now. From medical to climate change, education to sport, finance to entertainment, AI is disrupting every industry as we know. So, the basic knowledge of AI/ML becomes mandatory for everyone. This book is your first step to start the journey in this field. Along with basic concepts of fields, like machine learning, deep learning and NLP, we will also explore how big companies are using these technologies to deliver greater user experience and earning millions of dollars in profit.

Название: Getting started with RPA using Automation Anywhere: Automate your day-to-day Business Processes using Automation Anywhere
Автор: Vaibhav Srivastava
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 477
Размер: 20,3 Mb
Язык: English

The book starts by giving an overview of Robotic Process Automation (RPA), its tools, and industry use cases. You will then get familiar with the Automation Anywhere Enterprise components and Architecture. Moving on, you will deep dive into the options provided in a Client application such as recorders, workbench, metabot designer and the types of bots in Automation Anywhere. You will then come across the practical implementation of variables in Automation. The book will then show how to implement commands such as Error Handling, XML, Web Services, FTP, OCR, PGP, String Operation, Files & Folders, etc. You will also get familiar with the working of Workflows and Workflow Manager. Towards the end, the book will teach you how to transfer bots to and from the Web Control Room and schedule bots from the Web Control Room.

Название: Hands-on Data Analysis and Visualization with Pandas: Engineer, Analyse and Visualize Data, Using Powerful Python Libraries
Автор: Purna Chander Rao. Kathula
Издательство: BPB Publications
Год: 2020
Формат: ePUB, PDF
Страниц: 610
Размер: 28,6 Mb
Язык: English

The book will start with quick introductions to Python and its ecosystem libraries for data science such as JupyterLab, Numpy, Pandas, SciPy, Matplotlib, and Seaborn.
This book will help in learning python data structures and essential concepts such as Functions, Lambdas, List comprehensions, Datetime objects, etc. required for data engineering. It also covers an in-depth understanding of Python data science packages where JupyterLab used as an IDE for writing, documenting, and executing the python code, Numpy used for computation of numerical operations, Pandas for cleaning and reorganizing the data, handling large datasets and merging the dataframes to get meaningful insights. You will go through the statistics to understand the relation between the variables using SciPy and building visualization charts using Matplotllib and Seaborn libraries.

Название: Statistics for Machine Learning : Implement Statistical methods used in Machine Learning using Python
Автор: Himanshu Singh
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 531
Размер: 12,6 Mb
Язык: English

This book talks about Statistical concepts in detail, with its applications in Python. The book starts with an introduction to Statistics and moves on to cover some basic Descriptive Statistics concepts such as mean, median, mode, etc. You will then explore the concept of Probability and look at different types of Probability Distributions. Next, you will look at parameter estimations for the unknown parameters present in the population and look at Random Variables in detail, which are used to save the results of an experiment in Statistics. You will then explore one of the most important fields in Statistics - Hypothesis Testing, and then explore various types of tests used to check our hypothesis. The last part of our book will focus on how you can process data using Python, some elements of Non-parametric statistics, and finally, some introduction to Machine Learning.

Название: Machine Learning Cookbook with Python: Create ML and Data Analytics Projects Using Some Amazing Open Datasets
Автор: Rehan Guha
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 515
Размер: 21,5 Mb
Язык: English

Machine Learning does not have to be intimidating at all. This book focuses on the concepts of Machine Learning and Data Analytics with mathematical explanations and programming examples. All the codes are written in Python as it is one of the most popular programming languages used for Data Science and Machine Learning. Here I have leveraged multiple libraries like NumPy, Pandas, scikit-learn, etc. to ease our task and not reinvent the wheel. There are five projects in total, each addressing a unique problem. With the recipes in this cookbook, one will learn how to solve Machine Learning problems for real-time data and perform Data Analysis and Analytics, Classification, and beyond. The datasets used are also unique and will help one to think, understand the problem and proceed towards the goal.