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Название: Heuristics for Optimization and Learning: 906 (Studies in Computational Intelligence)
Автор: Farouk Yalaoui, Lionel Amodeo, El-Ghazali Talbi
Издательство: Springer
Год: 2021
Страниц: 444
Язык: английский
Формат: pdf (true)
Размер: 12.9 MB

This book is a new contribution aiming to give some last research findings in the field of optimization and computing. This work is in the same field target than our two previous books published: “Recent Developments in Metaheuristics” and “Metaheuristics for Production Systems”, books in Springer Series in Operations Research/Computer Science Interfaces. The challenge with this work is to gather the main contribution in three fields, optimization technique for production decision, general development for optimization and computing method and wider spread applications.

Название: Scratch 3 Programming Playground: Learn to Program by Making Cool Games, 2nd Edition
Автор: Al Sweigart
Издательство: No Starch Press
Год: 2021
Формат: EPUB
Страниц: 288
Размер: 25 Mb
Язык: English

A project-filled introduction to coding that shows kids how to build programs by making cool games.
Scratch, the colorful drag-and-drop programming language, is used by millions of first-time learners worldwide. Scratch 3 features an updated interface, new programming blocks, and the ability to run on tablets and smartphones, so you can learn how to code on the go.

Название: Applied Data Science Using PySpark: Learn the End-to-End Predictive Model-Building Cycle
Автор: Ramcharan Kakarla
Издательство: Apress
Год: 2021
Формат: EPUB, PDF
Страниц: 436
Размер: 25 Mb
Язык: English

Discover the capabilities of PySpark and its application in the realm of data science. This comprehensive guide with hand-picked examples of daily use cases will walk you through the end-to-end predictive model-building cycle with the latest techniques and tricks of the trade.

Название: Ontologies with Python: Programming OWL 2.0 Ontologies with Python and Owlready2
Автор: Jean-Baptiste, Lamy
Издательство: Apress
Год: 2021
Формат: EPUB, PDF
Страниц: 353
Размер: 10 Mb
Язык: English

Use ontologies in Python, with the Owlready2 module developed for ontology-oriented programming. You will start with an introduction and refresher on Python and OWL ontologies. Then, you will dive straight into how to access, create, and modify ontologies in Python. Next, you will move on to an overview of semantic constructs and class properties followed by how to perform automatic reasoning. You will also learn about annotations, multilingual texts, and how to add Python methods to OWL classes and ontologies. Using medical terminologies as well as direct access to RDF triples is also covered.

Название: Smaller C: Lean Code for Small Machines (Early Release)
Автор: Marc Loy
Издательство: O’Reilly Media
Год: 2020-12-16
Формат: epub
Размер: 63.4 Mb
Язык: English

For makers looking to use the smallest controllers or wring the highest performance out of larger controllers, the C language is still the best option. This practical book provides a solid grounding in C basics for anyone who tinkers with programming microcontrollers. You'll explore many ways C enables developers and makers to get big results out of tiny devices.

Название: Trading Pairs : Advance Statistical Tools for Trading in Python
Автор: Anjana Gupta
Издательство: Amazon.com Services LLC
Год: 2020
Язык: английский
Формат: pdf, azw3, epub
Размер: 15.6 MB

This is a comprehensive guide on pair trading. Concepts are explained from very basic so that any trader who does not understand statistics can understand and learn. Models are developed in Google spread sheet and Python for back testing on past data and finding opportunities. Python is also explained from very basic so that anyone who does not understand python or programming can write and develop his own codes for fetching historical data and back testing. Machine Learning tools in Python are also used for back testing and finding opportunities.

Название: The Self-Taught Developer: Tips and Tricks for Anyone to Learn Programming
Автор: Tommy Chheng
Издательство: Independently published
Год: 2020
Страниц: 103
Язык: английский
Формат: pdf, azw3, epub
Размер: 14.0 MB

Want a career as a software engineer? Don’t want to spend years or the money going to school? Have to write code for your current job? The lessons in this book are all things author Tommy Chheng learned are vital to developers during his career. The idea of the self-taught developer is becoming commonplace out of necessity. Having programming skills will inevitably help you in your future career even if your goal is not to become a full-time developer. This book will not be your only source for learning to program. Throughout this book, I will reference many other sources which I encourage you to explore. I wrote this book to supplement the self-taught developer with useful information from work experience as well as the practical bits of computer science classes in a traditional university.

Название: Cloud-Based Microservices: Techniques, Challenges, and Solutions
Автор: Rajasekharaiah, Chandra
Издательство: Apress
Год: 2021
Формат: true pdf/epub
Страниц: 235
Размер: 18.3 Mb
Язык: English

Use this field guide as you transform your enterprise to combine cloud computing with a microservices architecture.
The recent surge in the popularity of microservices in software development is mainly due to the agility it brings and its readiness for the cloud. The move to a microservices architecture on the cloud involves a gradual evolution in software development.

Название: Machine Learning and AI for Healthcare: Big Data for Improved Health Outcomes, Second Edition
Автор: Arjun Panesar
Издательство: Apress
Год: 2021
Страниц: 428
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This updated second edition offers a guided tour of machine learning algorithms and architecture design. It provides real-world applications of intelligent systems in healthcare and covers the challenges of managing big data. The book has been updated with the latest research in massive data, machine learning, and AI ethics. It covers new topics in managing the complexities of massive data, and provides examples of complex machine learning models.

Название: Deep Learning on Windows: Building Deep Learning Computer Vision Systems on Microsoft Windows
Автор: Thimira Amaratunga
Издательство: Apress
Год: 2021
Страниц: 345
Язык: английский
Формат: pdf (true), epub
Размер: 35.9 MB

Build deep learning and computer vision systems using Python, TensorFlow, Keras, OpenCV, and more, right within the familiar environment of Microsoft Windows. The book starts with an introduction to tools for deep learning and computer vision tasks followed by instructions to install, configure, and troubleshoot them. Here, you will learn how Python can help you build deep learning models on Windows.