Artificial Intelligence

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Tech Spotlight   >   IT Leadership [Network World]   >   IT leader considers an abstract IoT network

How AI is changing IoT

Artificial intelligence unlocks the true potential of IoT by enabling networks and devices to learn from past decisions, predict future activity, and continuously improve performance and decision-making capabilities.

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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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3 business solutions where AI is a good choice

Now that AI is cheap and widely available, we often leverage it too often and for the wrong reason. Here's where cloud-based AI provides the most value.

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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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Introducing Microsoft’s Power Pages

Microsoft’s Power Platform low-code tools now build web apps and turn pictures into code.

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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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CNCF launches ethics in open source training course

The Cloud Native Computing Foundation has developed a new certification for developers looking to better incorporate ethical-first thinking into their open source software design.

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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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New HPE offerings aim to turbocharge machine-learning implementation

Machine Learning Development System and Swarm Learning address implementation pain points for enterprise users.

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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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