Machine Learning

Machine Learning | News, how-tos, features, reviews, and videos

one lit hanging bulb among many unlit ones
gears iot

abstract arrows direction process magnifying glass search investigate

How to manage machine learning models

Monitoring and management not only keep models in tune, but can help streamline the machine learning process

A man in front of a chalkboard, showing English language on the left and Chinese on the right.

Get started with natural language processing

Software is going beyond storing and retrieving unstructured information by using NLP to improve user experiences, manage complex information, enable chatbot dialogs, and perform text analytics

cybersecurity eye with binary face recognition abstract eye

PyText builds on PyTorch for language recognition

A Facebook project for natural language processing is now open source, and it promises better ways to mine texts for meaning

cloud saas

AWS piles on the machine learning services

Hosted TensorFlow, pay-as-you-go inference serving, reinforcement learning, and automatic data labeling come to the Amazon cloud

ai artificial intelligence circuit board circuitry mother board nodes computer chips

Reinforcement learning comes into AI’s mainstream

Developers now have the tools to get started with this revolutionary technology that is poised to become mainstream

agile man floating slip mishap mistake by gladson xavier

Machine learning lessons: 5 companies share their mistakes

Machine learning can also go terribly wrong, making you regret that enthusiastic rush to adopt

green tree python

Visual Studio Code’s Python add-on tries out data science

Data exploration and machine learning models are enabled via a Python language extension

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

question marks

Explainable AI: Peering inside the deep learning black box

Why we must closely examine how deep neural networks make decisions, and how deep neural networks can help

virtual reality millennial with headset augmented reality

How the Turing GPU will revolutionize immersive AI

AI, machine learning, and image manipulation have a lot in common, so it’s no surprise that GPUs can do both, which will bring us amazingly immersive apps

brain-shaped thought bubble showing flow of alphabetic characters

7 cloud services to ease machine learning

Build, train, tune, and deploy machine learning and deep learning models in these end-to-end machine learning clouds

drowning scared worried sinking failure dread mistake mubariz mehdizadeh unsplash

6 ways to make machine learning fail

When learning, machine learning will make mistakes. Adopters need to anticipate that—and be careful not to make matters worse through human mistakes by IT and business

artificial intelligence / machine learning / robot reading stack of books

Microsoft open-sources Infer.Net machine learning

The technology will become part of the ML.Net framework for statistical modeling and online learning

Artificial intelligence computer brain circuits electronics grid

Microsoft smartens up the ML.Net machine learning API

Microsoft’s TensorFlow-compatible machine learning framework debuts a reworked API for more flexible pipelines and improved prediction performance

clouds cloud cloudy mccloudster

The future is cloudy, with a chance of success

True cloud computing metaphors: not every cloud is a rain cloud, and too much rain is disastrous for the unprepared

digital brain connected to circuits

Could gamification get workers to actually use AI?

Artificial intelligence has become more common in our personal lives, but what about in the workplace?

Load More