Название: Grokking Deep Reinforcement Learning (Final Edition)
Автор: Miguel Morales
Издательство: Manning Publications
Год: 2020
Формат: True PDF
Страниц: 472
Размер: 15.4 Mb Mb
Язык: English

We all learn through trial and error. We avoid the things that cause us to experience pain and failure. We embrace and build on the things that give us reward and success. This common pattern is the foundation of deep reinforcement learning: building machine learning systems that explore and learn based on the responses of the environment.

Название: Probabilistic Deep Learning With Python, Keras and TensorFlow Probability (Final)
Автор: Oliver Durr, Beate Sick and Elvis Murina
Издательство: Manning Publications
Год: 2020
Формат: True PDF
Страниц: 297
Размер: 16.1 Mb
Язык: English

Probabilistic Deep Learning with Python shows how probabilistic deep learning models gives readers the tools to identify and account for uncertainty and potential errors in their results.
Starting by applying the underlying maximum likelihood principle of curve fitting to deep learning, readers will move on to using the Python-based Tensorflow Probability framework, and set up Bayesian neural networks that can state their uncertainties.

Название: Azure Storage, Streaming, and Batch Analytics: A guide for data engineers (+code)
Автор: Richard Nuckolls
Издательство: Manning Publications Co
Год: 2020
Формат: True PDF
Страниц: 450
Размер: 18 Mb
Язык: English

Azure Storage, Streaming, and Batch Analytics shows you how to build state-of-the-art data solutions with tools from the Microsoft Azure platform. Read along to construct a cloud-native data warehouse, adding features like real-time data processing. Based on the Lambda architecture for big data, the design uses scalable services such as Event Hubs, Stream Analytics, and SQL databases. Along the way, you’ll cover most of the topics needed to earn an Azure data engineering certification.

Название: Deep Learning for Vision Systems (Final)
Автор: Mohamed Elgendy
Издательство: Manning Publications
Год: 2020
Формат: true pdf
Страниц: 480
Размер: 13.3 Mb
Язык: English


Computer vision is central to many leading-edge innovations, including self-driving cars, drones, augmented reality, facial recognition, and much, much more. Amazing new computer vision applications are developed every day, thanks to rapid advances in AI and deep learning (DL).

Название: Tango With Django 2: A beginner's guide to web development with Django 2.
Автор: Leif Azzopardi and David Maxwell
Издательство: Leanpub
Год: 2020
Формат: PDF, EPUB
Страниц: 438
Размер: 16,7 Mb
Язык: English

This is the fourth edition of Tango with Django which has now been heavily revised and upgraded to make use of Django 2.x using Python 3.x. The book was first launched in October 2013 by Dr. Leif Azzopardi and Dr. David Maxwell while both were teaching web development at the University of Glasgow. The book has been used as the course text ever since, with literally thousands of undergraduate and postgraduate students using it over the years

Название: Clean Architectures in Python: A practical approach to better software design (2020 Edition)
Автор: Leonardo Giordani
Издательство: Leanpub
Год: 2020-04-13
Формат: PDF, EPUB, MOBI
Страниц: 177
Размер: 10 Mb
Язык: English

The clean architecture is the opposite of spaghetti code, where everything is interlaced and there are no single elements that can be easily detached from the rest and replaced without the whole system collapsing. The main point of the clean architecture is to make clear "what is where and why", and this should be your first concern while you design and implement a software system, whatever architecture or development methodology you want to follow.

Название: Artificial Intelligence in Finance: A Python-Based Guide
Автор: Yves Hilpisch
Издательство: O’Reilly Media
Год: 2020
Формат: EPUB, PDF
Страниц: 478
Размер: 41 Mb
Язык: English

The widespread adoption of AI and machine learning is revolutionizing many industries today. Once these technologies are combined with the programmatic availability of historical and real-time financial data, the financial industry will also change fundamentally. With this practical book, you'll learn how to use AI and machine learning to discover statistical inefficiencies in financial markets and exploit them through algorithmic trading.

Название: Mastering Corda: Blockchain for Java Developers
Автор: Jamiel Sheikh
Издательство: O’Reilly Media
Год: 2020
Формат: EPUB, PDF
Страниц: 490
Размер: 29 Mb
Язык: English

Mastering Corda provides you with a consistent, linear, and paced path to learning Corda and building modern enterprise-grade decentralized applications. Using this book, anyone from a complete blockchain beginner to an experienced blockchain or enterprise architect can rapidly understand and write applications like a pro while exploring the technical nuances and intricacies of the Corda platform.

Название: Creating Game Environments in Blender 3D: Learn to Create Low Poly Game Environments
Автор: Ezra Thess Mendoza Guevarra
Издательство: Apress
Год: 2020
Формат: true pdf/epub
Страниц: 251
Размер: 36.9 Mb
Язык: English

Discover how to create a simple game environment in Blender 3D, from modeling and texturing game assets, to placing them in a scene. You’ll export and import game assets as well as look at open-source game engines that will work with your game assets. Creating Game Environments in Blender 3D introduces the power of Blender 3D when creating a low poly game environment.

Название: Refactoring at Scale: Regaining Control of Your Codebase 1st Edition
Автор: Maude Lemaire
Издательство: O’Reilly Media
Год: 2020-10-13
Формат: true pdf/epub
Страниц: 238
Размер: 19.5 Mb
Язык: English

Making significant changes to large, complex codebases is a daunting task--one that's nearly impossible to do successfully unless you have the right team, tools, and mindset. If your application is in need of a substantial overhaul and you're unsure how to go about implementing those changes in a sustainable way, then this book is for you.