Positron is a next-generation data science IDE. It’s also an extensible, polyglot tool for writing code and exploring data.
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Tag: data science
34 Excellent Free Books to Learn all about R
This article recommends free books which will teach you the basics of R, how to produce amazing plots, how to apply R to lots of disciplines, and how to efficiently program in R. Many of the books are open source.
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Pretzel – fork of Jupyter
Pretzel is billed as a modern replacement for Jupyter Notebooks.
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Deep Learning with Open Source Python Software
Deep Learning is a subset of Machine Learning that uses multi-layers artificial neural networks to deliver state-of-the-art accuracy.
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16 Best Free and Open Source Natural Language Processing Tools
Natural language processing (NLP) is a field of computer science, artificial intelligence, and computational linguistics concerned with the interactions between computers and human (natural) languages.
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20 Best Free and Open Source Python Visualization Packages
Python has a fantastic range of packages to produce mesmerizing visualizations. We recommend the best free and open source Python tools.
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Cython – Optimising Static Compiler for Python
Cython is an optimising static compiler. This means that it can compile normal Python code without changes (with a few exceptions).
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Polynote – different kind of notebook
Polynote is an experimental polyglot notebook environment. It supports mixing multiple languages in one notebook.
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Spark Notebook – Interactive and Reactive Data Science using Scala and Spark
The Spark Notebook is aimed at enterprise environments, providing data scientists and data engineers with an interactive web-based editor.
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BeakerX – Successor to Beaker Notebook
BeakerX is a collection of kernels and extensions to the Jupyter interactive computing environment.
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Apache Zeppelin – Multi-purpose Notebook
Apache Zeppelin is a web-based notebook that enables interactive data analytics.
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nteract – Notebooks on your Desktop
nteract is a desktop-based interactive computing application that is focused on accessibility and composability.
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Jupyter Notebook – Data Science Notebook
The Jupyter Notebook is a server-client web application to create/share documents containing live code, equations, and visualizations.
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JupyterLab – Data Science Notebook
JupyterLab is an extensible environment for interactive and reproducible computing.
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RStudio – enterprise-ready professional software for R
RStudio is an integrated development environment for R. RStudio combines an intuitive user interface with powerful coding tools.
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17 Top Free and Open Source Python Natural Language Processing Tools
Natural language processing (NLP) is an exciting field of computer science, artificial intelligence, and computational linguistics.
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10 Excellent R Natural Language Processing Tools
Natural language processing (NLP) is a set of techniques for using computers to detect in human language the kinds of things that humans detect automatically.
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Why Understanding Open Source Software Is Important for Aspiring Data Scientists
The data science field is continuously expanding as our digitized technologies produce unprecedented volumes of information.
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6 Essential Python Tools for Data Science
Data science is an emerging, multidisciplinary field of scientific methods, processes, algorithm development and technology to extract knowledge or insights in ingenious ways from structured or unstructured data.
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Introduction to Python for Data Science
This is a short introductory training session on the use of Python in data science using Jupyter, pandas library and plotnine package. We focus on a common task in data science: import a data set, manipulate its structure, and then visualise the data. We shall use Python and a Jupyter Notebook to accomplish this task.
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