Название: High Performance Python for Data Analytics (MEAP)
Автор: Tiago Rodrigues Antao
Издательство: Manning Publications
Год: 2020
Формат: PDF
Страниц: 98
Размер: 10 Mb
Язык: English

Master these effective techniques to reduce costs and run times, handle huge datasets, and implement complex machine learning applications efficiently in Python.
High Performance Python for Data Analytics is your guide to optimizing every part of your Python-based data analysis process, from the pure Python code you write to managing the resources of modern hardware and GPUs. You'll learn to rewrite inefficient data structures, improve underperforming code with multithreading, and simplify your datasets without sacrificing accuracy.

Название: Machine Learning Engineering (MEAP)
Автор: Ben I. Wilson
Издательство: Manning Publications
Год: 2020
Формат: PDF
Страниц: 123
Размер: 10 Mb
Язык: English

Field-tested tips, tricks, and design patterns for building Machine Learning projects that are deployable, maintainable, and secure from concept to production.

Название: Rust Servers, Services, and Apps (MEAP)
Автор: Prabhu Eshwarla
Издательство: Manning Publications
Год: 2020
Формат: PDF, MOBI
Страниц: 96
Размер: 10 Mb
Язык: English

Build backend servers, services, and front-ends in Rust to get fast, reliable, and maintainable applications.
Rust Servers, Services, and Apps teaches you how to build web servers, RESTful services, server-rendered apps, and client front-ends in Rust. You’ll learn to write code with small and predictable resource footprints, and build high-performing applications with unmatched safety and reliability.

Название: Inside Deep Learning: Math, Algorithms, Models (MEAP)
Автор: Edward Raff
Издательство: Manning Publications
Год: 2020
Формат: PDF
Страниц: 100
Размер: 10 Mb
Язык: English

Journey through the theory and practice of modern deep learning, and apply innovative techniques to solve everyday data problems.

Название: Creating Virtual Assistants: Chatbots that work (MEAP)
Автор: Andrew Freed
Издательство: Manning Publications
Год: 2020
Формат: PDF
Страниц: 82
Размер: 10 Mb
Язык: English

Design, develop, and deploy human-like AI solutions that chat with your customers, solve their problems, and streamline your support services.
Creating Virtual Assistants: Chatbots that work teaches you to create the kind of AI-enabled chatbots that are revolutionizing the customer service industry. You’ll learn to build effective conversational AI that can automate common inquiries and easily address your customers most common problems.

Название: Phaser III Game Starter Kit Collection: 16+ Classic Game Mechanics using Phaser v3.24 Gaming Framework
Автор: Stephen Gose
Издательство: Leanpub
Год: 2021-01-06
Формат: azw3
Страниц: 984
Размер: 13.5 Mb
Язык: English

Start your own Game Studio!
33 General Game Licenses are included in this book - a savings of $1,980 if purchased separately!

Название: Phaser Game Starter Kit Collection: 16+ Classic Game Mechanics using Phaser v2 Gaming Framework
Автор: Stephen Gose
Издательство: Leanpub
Год: 2021-01-06
Формат: epub/pdf(conv.)
Страниц: 776
Размер: 34.7 Mb
Язык: English

Part of: Game Studio Collection

Название: Practical FP in Scala: A hands-on approach
Автор: Gabriel Volpe
Издательство: Leanpub
Год: 2020
Страниц: 237
Язык: английский
Формат: pdf (true), rtf, mobi, epub
Размер: 10.1 MB

A practical book aimed for those familiar with functional programming in Scala who are yet not confident about architecting an application from scratch. Practical FP in Scala: A hands-on approach, is a book for intermediate to advanced Scala developers. Aimed at those who understand functional effects, referential transparency and the benefits of functional programming to some extent but who are missing some pieces to put all these concepts together to build a large application in a time-constrained manner. Throughout the chapters we will design, architect and develop a complete stateful application serving an API via HTTP, accessing a database and dealing with cached data, using the best practices and best functional libraries available in the Cats ecosystem.

Название: Practical R for Biologists: An Introduction
Автор: Donald L.J. Quicke, Buntika A. Butcher, and Rachel A. Kruft Welton
Издательство: CAB International
Год: 2021
Страниц: 438
Размер: 12.99 МБ
Формат: PDF
Язык: English

R is a freely available, open-source statistical programming environment which provides powerful statistical analysis tools and graphics outputs. R is now used by a very wide range of people; biologists (the primary audience of this book), but also all other scientists and engineers, economists, market researchers and medical professionals. R users with expertise are constantly adding new associated packages, and the range already available is immense.

Название: Writing Beautiful Apache Spark Code: Processing massive datasets with ease
Автор: Matthew Powers
Издательство: Leanpub
Год: 2020
Страниц: 212
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 11.5 MB

Learn how to analyze big datasets in a distributed environment without being bogged down by theoretical topics. The API is vast and other learning tools make the mistake of trying to cover everything. This book only covers what you need to know, so you can explore other parts of the API on your own! This book teaches Spark fundamentals and shows you how to build production grade libraries and applications. It took years for the Spark community to develop the best practices outlined in this book. This book will fast track your Spark learning journey and put you on the path to mastery.