Machine Learning

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

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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.

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What is behavioral analytics and when is it important?

The ability to mine large amounts of data to study how users act offers long-reaching business benefits and risk reduction opportunities.

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What is TensorFlow? The machine learning library explained

TensorFlow is a Python-friendly open source library for numerical computation that makes machine learning and developing neural networks faster and easier.

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Informatica’s Data Management Cloud gets new data engineering, MLOps tools

Updates to Informatica's Intelligent Data Management Cloud (IDMC) are meant to maximize efficiency of an enterprise to handle complex challenges such as data integration, management and engineering.

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Career roadmap: Data engineer

A combination of education, on-the-job training, and a certificate in data science paved the way from health sciences to data engineering.

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What is PyTorch? Python machine learning on GPUs

PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch.

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Making AI accountable: Blockchain, governance, and auditability

Recording the model development process on the blockchain can make that process more structured, transparent, and repeatable, resulting in less bias and more accountability.

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Overcoming AI’s limitations

Artificial general intelligence will be able to understand or learn any intellectual task that a human can. AGI will have high costs and huge risks, but it’s coming—maybe soon.

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What is a data lake? Massively scalable storage for big data analytics

Dive into data lakes—what they are, how they're used, and how data lakes are both different and complementary to data warehouses.

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Career roadmap: Machine learning scientist

Data scientists and machine learning scientists have similar roles, but a machine learning scientist specializes in researching and implementing complex algorithms.

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Review: Databricks Lakehouse Platform

Databricks Lakehouse Platform combines cost-effective data storage with machine learning and data analytics, and it's available on AWS, Azure, and GCP. Could it be an affordable alternative for your data warehouse needs?

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InfoWorld Technology of the Year Awards

About InfoWorld’s annual awards for the best products in software development, cloud computing, data analytics, and machine learning.

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InfoWorld’s 2022 Technology of the Year Award winners

InfoWorld celebrates the year’s best products in software development, cloud computing, data analytics, and machine learning.

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Guidelines for InfoWorld Technology of the Year Award winners

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Career roadmap: Machine learning engineer

As organizations worldwide adopt machine learning across virtually every industry, the demand for machine learning engineers is on the rise.

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Azure Percept: A machine learning quick starter

No code meets artificial intelligence in a ready-to-deploy smart edge device.

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Artificial intelligence really isn’t all that intelligent

Narrow AI applications such as Google Search and Amazon Alexa are great at solving specific problems, but only as long as you stick to the script.

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Red Hat OpenShift adds Nvidia, Arm, AI support

Kubernetes-based platform beefs up support for AI and machine learning workloads and eases deployment to additional cloud partners.

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