Machine Learning
Machine Learning | News, how-tos, features, reviews, and videos
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
Microsoft open-sources Infer.Net machine learning
The technology will become part of the ML.Net framework for statistical modeling and online learning
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
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
Will artificial intelligence affect how much you pay for basic goods and services?
AI has the potential to make most of our everyday goods and services cheap—or even free—in as little as a decade
Could gamification get workers to actually use AI?
Artificial intelligence has become more common in our personal lives, but what about in the workplace?
Machine learning: How to go from theory to reality
A lack of skilled people continues to stymie the AI revolution. That’s why smart companies invest as much in cultural change as technology adoption—and Google shows how
PyTorch 1.0 accelerates Python machine learning with native code
The PyTorch 1.0 release candidate introduces Torch Script, a Python subset that can be JIT-compiled into C++ or other high-speed code
The best open source software for machine learning
InfoWorld’s 2018 Best of Open Source Software Award winners in machine learning and deep learning
Bossies 2018: The Best of Open Source Software Awards
InfoWorld recognizes the leading open source projects for software development, cloud computing, big data, and machine learning
How to use Azure ML in Windows 10
With local machine learning support, there’s no need to worry about shipping data to cloud services, especially where bandwidth or data protection can be an issue
Azure’s new machine learning features embrace Python
New tools for Azure ML include integration with Python environments and self-tuning training for machine learning models
How to solve AI’s reproducibility crisis
Society will never fully trust artificial intelligence’s actions unless they can be shown to produce reasonably repeatable results in line with what their developers claim
Microsoft’s ML.Net framework adds TensorFlow scoring
This capability enables use of an existing model from Google’s TensorFlow deep learning and machine learning toolkit
Review: Keras sails through deep learning
Keras sequential models make deep neural network modeling about as simple as it can be
LinkedIn open-sources a tool to run TensorFlow on Hadoop
The Tony project uses Hadoop's native scheduler to run TensorFlow jobs, making fault tolerance and GPU usage easier
TensorFlow.js puts machine learning in the browser
The WebGL-accelerated library works with the Node.js server-side JavaScript runtime, but isn’t on par with Tensorflow’s Python API
10 machine learning APIs developers will love
Tap the readymade machine learning models behind these cloud-based APIs to add a stroke of genius to your app
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