Data Science

Data Science | News, how-tos, features, reviews, and videos

happy confetti celebrate victory proud winner ambreen hasan 346960 unsplash

The best new features in Python 3.8

From a powerful new assignment syntax to under-the-hood overhauls, Python 3.8 steps toward a more modern Python codebase

Go opening by  2400x1600

Reinforcement learning explained

Reinforcement learning uses rewards and penalties to teach computers how to play games and robots how to perform tasks independently

machine learning

What is machine learning? Intelligence derived from data

Machine learning algorithms learn from data to solve problems that are too complex to solve with conventional programming

Exploding binary numbers

Machine learning algorithms explained

Machine learning uses algorithms to turn a data set into a model. Which algorithm works best depends on the problem

Jupiter and its four planet-size moons, in their relative positions but not to scale; 1998/Voyager 1

What is Jupyter Notebook? Data analysis made easier

Jupyter Notebook combines live code, graphics, visualizations, and text in shareable notebooks that run in a web browser

python

Mozilla brings Python data science to the browser

Pyodide project uses Emscripten and WebAssembly to run Python and its data science libraries in any major browser

gears iot

Review: Google Cloud AutoML is truly automated machine learning

Google’s AutoML lets you create customized deep learning models without any knowledge of data science or programming

job growth promotion success balloon ladders

5 reasons data science belongs in the cloud

Why laptop-hugging data scientists and server-hugging machine learning practitioners should consider letting go

Jupiter's Great Red Spot and its surroundings was obtained by Voyager 1 on Feb. 25, 1979 [NASA/JPL]

Python tutorial: Get started with Jupyter Notebook

Learn how to combine Python code, freeform text, mathematical formulas, and graphics in an interactive, shareable notebook

one lit hanging bulb among many unlit ones

Guided automation for machine learning

Implementing a web-based blueprint for semi-automated machine learning, using the open source Knime Analytics Platform

gears iot

How to automate machine learning

KNIME’s blueprint for guided automation allows business analysts to train, test, and tune machine learning models via web browser

Artificial intelligence computer brain circuits electronics grid

Review: MXNet deep learning shines with Gluon

With the addition of the high-level Gluon API, Apache MXNet rivals TensorFlow and PyTorch for developing deep learning models

abstract data analytics

How to use Knime for data science

Free, open-source Knime allows you to visually assemble data processing “nodes” into machine learning, deep learning, and other analytics workflows

sparkler / firework / sparks / celebration / hands

Microsoft revamps machine learning tools for Apache Spark

The new open source release integrates Spark with Cognitive Toolkit and other Microsoft machine learning offerings

Do More With R [video teaser/video series] - R Programming Guide - Tips & Tricks

Reshape data in R with the tidyr package

See how the tidyr R package’s gather and spread functions work. Plus a bonus look at labeling in ggplot2 with the directlabels package

bos 2018 machine learning

The best open source software for machine learning

InfoWorld’s 2018 Best of Open Source Software Award winners in machine learning and deep learning

teamwork - collaboration

Why data science teams should operate like startups

Successful startups can teach data science teams a lesson or two.

stats big data stocks analytics

Microsoft adds Python support to Power BI

A preview feature allows Python scripts to be used as data sources and as a way to create visualizations in Power BI Desktop

shortcut through a maze

Why there are no shortcuts to machine learning

As long as companies understand that good data science takes time in an enterprise, and give these people room to learn and grow, they won’t need shortcuts

weird science 2017universe

What’s new in Julia: Version 1.0 is here

New package manager, better optimization debut in the first production release

Load More