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Название: Machine Learning in the Analysis and Forecasting of Financial Time Series
Автор: Jaydip Sen, Sidra Mehtab
Издательство: Cambridge Scholars Publishing
Год: 2022
Страниц: 385
Язык: английский
Формат: pdf (true)
Размер: 14.0 MB

This book is a collection of real-world cases, illustrating how to handle challenging and volatile financial time series data for a better understanding of their past behavior and robust forecasting of their future movement. It demonstrates how the concepts and techniques of statistical, econometric, Machine Learning, and Deep Learning are applied to build robust predictive models, and the ways in which these models can be used for constructing profitable portfolios of investments. All the concepts and methods used here have been implemented using R and Python languages on TensorFlow and Keras frameworks. The book will be particularly useful for advanced postgraduate and doctoral students of finance, economics, econometrics, statistics, Data Science, Computer Science, and information technology.

Название: Design of Heuristic Algorithms for Hard Optimization: With Python Codes for the Travelling Salesman Problem
Автор: Eric D. Taillard
Издательство: Springer
Год: 2023
Страниц: 293
Язык: английский
Формат: pdf (true)
Размер: 14.7 MB

This book demonstrates all the steps required to design heuristic algorithms for difficult optimization. The classic problem of the travelling salesman is used as a common thread to illustrate all the techniques discussed. This problem is ideal for introducing readers to the subject because it is very intuitive and its solutions can be graphically represented. The book features a wealth of illustrations that allow the concepts to be understood at a glance. One of the reasons for the popularity of metaheuristics is that they allow addressing difficult problems with simple codes. This book contains several pieces of code illustrating how to implement the basic methods discussed. The reader with little interest in programming or not familiar with the programming language used (from C to Python) can skip them.

Название: Selenium WebDriver Recipes in Node.js : The problem solving guide to Selenium WebDriver in jаvascript
Автор: Zhimin Zhan
Издательство: Leanpub
Год: 2021-05-01
Страниц: 184
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 15.8 MB

The Selenium WebDriver Recipes book is a quick problem-solving guide to automated testing web applications with Selenium WebDriver. It contains hundreds of solutions to real-world problems, with clear explanations and ready-to-run test scripts you can use in your own projects. Selenium WebDriver Recipes will show you solutions to your problems from the experts who have already solved them. All recipe test scripts (~200 in jаvascript language) are ready-to-run, i.e., I created the target web pages and test sites, so that you can simply find the recipes and run, in a matter of seconds. Owning this book is like having a test automation coach sitting next to you.

Название: Selenium WebDriver Recipes in Java : The problem solving guide to Selenium WebDriver in Java
Автор: Zhimin Zhan
Издательство: Leanpub
Год: 2021-05-01
Страниц: 169
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.6 MB

The Selenium WebDriver Recipes book is a quick problem-solving guide to automated testing web applications with Selenium WebDriver. It contains hundreds of solutions to real-world problems, with clear explanations and ready-to-run test scripts you can use in your own projects. Selenium WebDriver Recipes will show you solutions to your problems from the experts who have already solved them. All recipe tests (~200 in Java language) are ready-to-run. I created the target web site and offline web pages, so that you can simply find the recipes and run, in a matter of seconds. This book is for testers or programmers who are writing (or want to learn) automated tests with Selenium WebDriver. In order to get the most of this book, basic (very basic) Java coding skills is required.

Название: Mixture and Hidden Markov Models with R
Автор: Ingmar Visser, Maarten Speekenbrink
Издательство: Springer
Год: 2022
Формат: PDF
Страниц: 277
Размер: 11.24 MB
Язык: English

This book discusses mixture and hidden Markov models for modeling behavioral data. Mixture and hidden Markov models are statistical models which are useful when an observed system occupies a number of distinct “regimes” or unobserved (hidden) states. These models are widely used in a variety of fields, including artificial intelligence, biology, finance, and psychology.

Название: Artificial Intelligence in the 21st Century, 3rd Edition
Автор: Stephen Lucci, Sarhan M. Musa, Danny Kopec
Издательство: Mercury Learning and Information
Год: 2022
Страниц: 739
Язык: английский
Формат: pdf (true)
Размер: 69.4 MB

This third edition provides a comprehensive, colorful, up-to-date, and accessible presentation of AI without sacrificing theoretical foundations. It includes numerous examples, applications, full color images, and human- interest boxes to enhance student interest. New chapters on deep learning, AI security, and AI programming are included. Advanced topics cover neural nets, genetic algorithms, natural language processing (NLP), planning, and complex board games. Companion files provide appendices, resources, applications, selected solutions, and figures from the book(available with Amazon proof of purchase by writing to the publisher at info@merclearning.com). Numerous instructors’ resources are available upon adoption.

Название: Computational Imaging
Автор: Ayush Bhandari, Achuta Kadambi, Ramesh Raskar
Издательство: The MIT Press
Год: 2022
Страниц: 488
Язык: английский
Формат: epub
Размер: 113.8 MB

Computational imaging involves the joint design of imaging hardware and computer algorithms to create novel imaging systems with unprecedented capabilities. In contrast to traditional imaging, computational imaging is distinguished by a heavy use of mathematical algorithms. This text offers a comprehensive and up-to-date introduction to this rapidly growing field, a convergence of vision, graphics, signal processing, and optics. It can be used as an instructional resource for computer imaging courses and as a reference for professionals. It covers the fundamentals of the field, current research and applications, and light transport techniques. There are six major classes of Machine Learning: (1) clustering, (2) classification, (3) regression, (4) Deep Learning, (5) dimensionality reduction, and (6) reinforcement learning. Our discussions are confined to classes 1 through 4.

Название: How To Speed Up Slow Python Code With Concurrent Programming And The Cutting-edge Asyncio Library
Автор: Hershel Cervantes
Издательство: Independently published
Год: 2022
Страниц: 370
Язык: английский
Формат: epub
Размер: 36.2 MB

Discover just how to quicken sluggish Python code with simultaneous programming and also the advanced asyncio collection. It's easy to overload typical Python as well as watch your programs reduce to a crawl. The asyncio collection was constructed to resolve these troubles by making it easy to split and arrange jobs. It flawlessly deals with numerous procedures simultaneously, causing applications that are lightning quick as well as scalable.

Название: The Way We Play: Theory of Game Design
Автор: Michael Killick
Издательство: Apress
Год: 2022
Страниц: 238
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB

Gain insight into what it takes to design and develop your first video game. This book offers a peek behind the scenes, where you will find in-depth knowledge of game design theory and insight into the technical and design aspects of video game development. The Way We Play allows you to explore game design and theory while also learning the nuances of how games in different genres should be approached, their workings, and successful unique selling points in a competitive gaming field. For the Chapter 4, you will now be shown how you can create a first-person controller within Unity which can be used as the foundation for a future project or your first game.

Название: Build 10 Flutter 3.0 Apps in 100 Days: A Step by Step Guide to build Apps and Master Flutter
Автор: Sanjib Sinha
Издательство: Leanpub
Год: 2022-07-06
Страниц: 804
Язык: английский
Формат: pdf (true), epub
Размер: 10.3 MB

This book will teach you how to Build 10 Beautiful Flutter Apps in 100 Days. This is a step by step guide that will also teach you how to master Flutter Design, backend programming with SQLite database, WordPress, Firebase and Firestore. To assist you I will write updated articles on Flutter Apps in my website as well. Building beautiful design and layouts is the most challenging thing in mobile application development. However, in most cases, either the design, or the layout is not user friendly. At the same time we need to know that Flutter basically runs on its User Interface thread.