Neural Networks
Neural Networks | News, how-tos, features, reviews, and videos
Zero-shot learning and the foundations of generative AI
This alternative to training with huge data sets has potential for business, but data science teams will need to spend time on research and experimentation.
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Gradient descent in Java
Find out why backpropagation and gradient descent are key to prediction in machine learning, then get started with training a simple neural network using gradient descent and Java code.
How to build a neural network in Java
The best way to understand neural networks is to build one for yourself. Let's get started with creating and training a neural network in Java.
TensorFlow 2.10 shines on Keras, Decision Forests
Update to Google’s open source machine learning platform brings Keras improvements, performance enhancements, and TensorFlow Decision Forests 1.0.
What is Google JAX? NumPy on accelerators
What's the buzz about Google JAX? Find out how JAX combines Autograd and XLA for blazing-fast numerical computing and machine learning research on CPUs, GPUs, and TPUs.
Microsoft previews text classification API for ML.NET
New text classification API for Microsoft’s open source machine learning framework streamlines model training by using your data to fine-tune an existing model.
Deep Dive
AI, machine learning, and deep learning deep dive
Download this 26-page in-depth guide to AI, machine learning, and deep learning for easy reading at your convenience
Deep Dive
Get started with Angular
A step-by-step guide to installing the tools, creating an application, and getting up to speed with Angular components, directives, services, and routers
Deep Dive
Python megaguide: The best frameworks and IDEs
Only on InfoWorld: A hands-on, in-depth look at 13 Python web frameworks and six Python development toolkits
Deep Dive
Quick guide: Digital transformation and the agile enterprise
Enterprise transformation is hard. But when you build a platform for continuous change, putting new ideas into production becomes a lot easier
Deep Dive
Career hacks: Professional do’s and don’ts for developers
The hot skills to master, the secrets to breaking into management, the career mistakes to avoid -- here's how to refactor yourself as the developer every organization wants
Deep Dive
Deep Dive how-to: Office 365 document sharing
Office 2016, OneDrive, and Office 365 together offer powerful document collaboration capabilities across Windows, MacOS, iOS, Android, and the web -- but only if you set them up and manage them properly. This how-to guide walks you...
Deep Dive
Machine learning megaguide: Amazon, Microsoft, Databricks, Google, HPE, IBM
Download InfoWorld's massive roundup of Amazon, Microsoft, Databricks, Google, HPE, and IBM machine learning toolkits
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The Essential Guide to Microservices
How to create modern Web and mobile applications that scale.
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The essential guide to PowerShell for Windows, Windows Server, and Exchange
Make the most of Microsoft’s command line by mastering the nuances of the PowerShell language
Deep Dive
Public cloud megaguide: Amazon, Microsoft, Google, IBM, and Joyent compared
The top five public clouds pile on the services and options, while adding unique twists
Deep Dive
Monitoring in the age of devops
A combination of cultural transformation and automation is redefining the way developers and operations work together. But for devops to succeed, comprehensive, real-time monitoring must be in place
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Special report: Extending the reach of enterprise developers
There's a quiet revolution taking place in the software development space, with a focus on learning, leadership, and communications
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