Название: Practical Data Science with Jupyter: Explore Data Cleaning, Pre-processing, Data Wrangling, Feature Engineering and Machine Learning using Python and Jupyter
Автор: Prateek Gupta
Издательство: Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 654
Размер: 35 Mb
Язык: English

This book begins with an introduction to Data Science followed by the Python concepts. The readers will understand how to interact with various database and Statistics concepts with their Python implementations. You will learn how to import various types of data in Python, which is the first step of the data analysis process. Once you become comfortable with data importing, you will clean the dataset and after that will gain an understanding about various visualization charts. This book focuses on how to apply feature engineering techniques to make your data more valuable to an algorithm. The readers will get to know various Machine Learning Algorithms, concepts, Time Series data, and a few real-world case studies. This book also presents some best practices that will help you to be industry-ready.

Название: Parallel Programming with C# and .NET Core: Developing Multithreaded Applications Using C# and .NET Core 3.1 from Scratch
Автор: Rishabh Verma, Neha Shrivastava, Ravindra Akella
Издательство: BPB Publications
Год: 2020
Формат: ePUB, PDF
Страниц: 678
Размер: 13 Mb
Язык: English

Application development has evolved over the last decade, and with the advent of the latest technologies like Angular, React on client-side, and ASP.NET Core, Spring on the server-side, the consumer expectations have risen like never before.
The primary objective of this book is to help readers understand the importance of asynchronous programming and various ways it can be achieved using .NET Core 3.1 and C# 8 to successfully build concurrent applications. Along the way reader will learn the fundamentals of threading, asynchronous programming, various asynchronous patterns, synchronisation constructs, unit testing parallel methods, debugging enterprise applications, and cool tips and tricks.

Название: Learning Go Programming: Build ScalableNext-Gen Web Application using Golang
Автор: Shubhangi Agarwal
Издательство: BPB Publications
Год: 2021
Страниц: 555
Язык: английский
Формат: epub
Размер: 10.1 MB

This book is a unique read for both beginners and developers as it extensively covers topics ranging from fundamentals to advanced topics in Go programming. Basics such as Data types, Control structures and Loops in have been explained in-depth. A detailed description of Structs, Interfaces, Polymorphism and Concurrency will enable you to write professional codes using Golang. You will get an idea of error data type and how to recover it in Golang. You will be capable of using standard libraries, create custom packages and install third party packages in Go. Creation of functions and invoking them in Go have been vividly explained. By the end, you will be able to write advanced Golang code and at the same time, develop an application with Golang server.

Название: Data Structures & Algorithms in Swift (4th Edition)
Автор: Kelvin Lau, Vincent Ngo
Издательство: Razeware LLC
Год: 2021
Страниц: 426
Язык: английский
Формат: pdf (true), epub
Размер: 30.6 MB

Understanding how data structures and algorithms work in code is crucial for creating efficient and scalable apps and acing job interviews. Swift’s standard library and, more recently, the Swift Collections and Algorithms packages contain a robust set of general-purpose collection types and algorithms, yet they don’t cover every case! In Data Structures and Algorithms in Swift, you’ll learn how to implement the most popular and useful data structures and when and why you should use one particular data structure or algorithm over another.

Название: Python Crash Course For Beginners, Master Data Analysis & Data Science, Machine Learning, 2-nd Edition
Автор: Lutz M.
Издательство: Rahul Sinha
Год: 2021
Страниц: 608
Язык: английский
Формат: pdf, epub
Размер: 11.05 MB

Do you want to learn Data Science and how to leverage Python for it? Do want to learn Python Machine Learning and start implementing models? If yes, then this Python for Beginners Crash Course is for you. This is the most complete Python guide with 4 Manuscripts in 1 book: 1-Python For Beginners; 2-Python Advanced Programming; 3-Python for Data Analysis & Analytics; 4-Python for Machine Learning

Название: Fundamentals of Android App Development: Android Development for Beginners to Learn Android Technology, SQLite, Firebase and Unity
Автор: Sujit Kumar Mishra
Издательство: BPB Publications
Год: 2020
Страниц: 112
Язык: английский
Формат: pdf, epub
Размер: 10.19 MB

This hands-on book will teach you how to structure your android app, design flexible and interactive interfaces. It will help you develop your app on various platforms such as smartphones and tablets. The book uses SQLite as it is a very lightweight database, with no installation required, zero-configuration, and no server required. SQLite is widely used as a database of choice in mobile apps, cameras, home electronic devices, and other embedded systems. Then you will see how to work with Google Firebase, Google’s mobile platform, which helps you quickly develop high-quality apps. You will see how it supports a real-time database for your apps. It will also show how to use Unity, a cross-platform game engine. It will help you develop 3D games with high quality as per your requirement.

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.