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In a company, when the business process is defined, employees feel confident in their roles. They understand expectations and can easily identify when something is amiss or requires escalation. In Business Process Flow Mapping Succinctly, Erica Quigley will show you the activities that should occur…

Chris Rose guides readers through the basics of Scala, from installation to syntax shorthand, so that they can get up and running quickly.

Containers have revolutionized software development, allowing developers to bundle their applications with everything they need, from the operating system up, into a single package. Docker is one of the most popular platforms for containers, allowing them to be hosted on-premises or on the cloud, and…

Algorithms Notes for Professionals book is compiled from Stack Overflow Documentation. (252 pages, published on May 2018)

Usando el marco de ingeniería de software de la deuda técnica, encontramos que es común incurrir en costos de mantenimiento masivos y continuos en sistemas de ML del mundo real.

«Microsoft CNTK (Cognitive Toolkit, formerly Computational Network Toolkit), an open source code framework, enables you to create feed-forward neural network time series prediction systems, convolutional neural network image classifiers, and other deep learning systems. In Introduction to CNTK Succinctly, author James McCaffrey offers instruction on…

The Allen Institute just published the #covid19 open research #dataset. In addition, they are sponsoring a related Kaggle competition. The dataset contains almost 30k scholarly articles related to the virus. The goal is to use #NLP to advance our understanding.

Altair is a declarative statistical visualization library for Python. With Altair, you can spend more time understanding your data and its meaning. Altair’s API is simple, friendly and consistent and built on top of the powerful Vega-Lite JSON specification. This elegant simplicity produces beautiful and…

The TIMESTORM consortium, funded by the EU’s Future and Emerging Technologies (FET) programme, has transformed the notion of time perception in artificial intelligence from an immature, poorly defined subject into a promising new research strand, drawing on diverse expertise in psychology and neurosciences as well…

Neural networks are a powerful tool for developers, but harnessing them can be a challenge. With Keras Succinctly, author James McCaffrey introduces Keras, an open-source, neural network library designed specifically to make working with backend neural network tools easier.

There are many excellent R resources for visualization, data science, and package development. Hundreds of scattered vignettes, web pages, and forums explain how to use R in particular domains. But little has been written on how to simply make R work effectively-until now.

This SQL Notes for Professionals book is compiled from Stack Overflow Documentation. (166 pages, published on May 2018)