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IPython Interactive Computing and Visualization Cookbook

IPython Interactive Computing and Visualization Cookbook, Second Edition contains many ready-to-use, focused recipes for high-performance scientific computing and data analysis, from the latest IPython/Jupyter features to the most advanced tricks, to help you write better and faster code.
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Artificial Intelligence: Foundations of Computational Agents

It presents artificial intelligence as the study of the design of intelligent computational agents. The book is structured as a textbook, but it is accessible to a wide audience of professionals and researchers. In the last decades we have witnessed the emergence of artificial intelligence…
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Made With ML

A review of the product for research, educational and recommendations. ⚠ Recommendation in beta release. In analysis state… ⌛ Main website: madewithml.com Summary Made With ML is a platform for the ML community to discover, build and share projects. Our goal is to create a…

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Text Mining with R (A Tidy Approach)

If you work in analytics or data science, like we do, you are familiar with the fact that data is being generated all the time at ever faster rates. (You may even be a little weary of people pontificating about this fact.) Analysts are often…
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Data Science at the Command Line

Today, data scientists can choose from an overwhelming collection of exciting technologies and programming languages. Python, R, Hadoop, Julia, Pig, Hive, and Spark are but a few examples. You may already have experience in one or more of these. If so, then why should you…
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Stanza – una biblioteca de Python NLP para muchos idiomas humanos

El diseño del kit de herramientas permite trabajar en paralelo entre más de 70 idiomas, utilizando el formalismo de Dependencias Universales. Stanza está construido con componentes de red neuronal de alta precisión, que también permiten una capacitación y evaluación eficientes con sus propios datos anotados.
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R Packages

Packages are the fundamental units of reproducible R code. They include reusable R functions, the documentation that describes how to use them, and sample data. In this book you’ll learn how to turn your code into packages that others can easily download and use. Writing…
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Writing Native Mobile Apps in a Functional Language Succinctly

In Implementing a Custom Language Succinctly, Succinctly series author Vassili Kaplan demonstrated how to create a customized programming language. Now, he returns to showcase how you can use that language to build fully functional mobile apps. In Writing Native Mobile Apps in a Functional Language…
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Mathematics for Machine Learning

Machine learning uses tools from a variety of mathematical fields. This document is an attempt to provide a summary of the mathematical background needed.
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R Programming Succinctly

The R programming language on its own is a powerful tool that can perform thousands of statistical tasks, but by writing programs in R, you gain tremendous power and flexibility to extend its base functionality. Senior Succinctly series author and editor James McCaffrey shows you…
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