Artificial Intelligence

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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.

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An AI alternative to code search tools

COBOL Colleague uses symbolic machine learning and static analysis to help developers understand and maintain COBOL source code. The same technology could be applied to other programming languages.

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TensorFlow, PyTorch, and JAX: Choosing a deep learning framework

Three widely used frameworks are leading the way in deep learning research and production today. One is celebrated for ease of use, one for features and maturity, and one for immense scalability. Which one should you use?

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Some cloud-based AI systems are returning to on-premises data centers

AI/ML model training and knowledge-based storage and processing are more costly on a cloud than many thought, and prices for compute and storage equipment have fallen.

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Review: Snowflake aces Python machine learning

Snowpark for Python gives data scientists a nice way to do DataFrame-style programming against the Snowflake data warehouse, including the ability to set up full-blown machine learning pipelines to run on a recurrent schedule.

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Open source isn’t working for AI

What’s the point of open sourcing code that runs at a scale no one can replicate? AI needs collaboration, but let’s think about it differently.

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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.

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Why you should modernize search technologies

Important knowledge is scattered throughout the organization. Simplify everything, make it easy for employees to find what they need, and use machine learning.

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What’s new in Microsoft Azure’s NLP AI services

Microsoft is finally close to delivering its long-promised natural user interfaces. Here’s how you can build them into your code.

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GitHub Copilot AI coding assistant is now generally available

Copilot is available via subscription for commercial developers, free to students and maintainers of popular open source projects.

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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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