Artificial Intelligence

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OpenAI debuts Python-based Triton for GPU-powered machine learning

Triton uses Python’s syntax to compile to GPU-native code, without the complexities of GPU programming.

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6 essential Python tools for data science—now improved

SciPy, Numba, Cython, Dask, Vaex, and Intel SDC all have new versions that aid big data analytics and machine learning projects.

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GitHub Copilot isn’t changing the future

AI-driven software development is great. But don’t lose sight of all the things it can’t do yet.

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The real successes of AI

Despite the hype, especially around self-driving cars, AI is writing code, designing Google chip floor plans, and telling us how much to trust it.

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5 AI startups out to change the world

Deep learning is solving challenging problems in industries as diverse as retail, manufacturing, and agriculture. These companies are leading the way.

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Developers react to GitHub Copilot

The Microsoft subsidiary has been working with OpenAI to build an AI tool that helps developers write code by making automated suggestions. Here’s what the early users make of it.

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AI gives software development tools a boost

GitHub Copilot, DeepDev, IntelliCode, and other code-focused applications of machine learning can help us deliver better code, faster.

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How the cloud and big compute are remaking HPC

High-performance computing projects require massive quantities of compute resources. Pairing simulation and specialized hardware with the cloud powers the breakthroughs of the future.

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GitHub unveils AI coding assistant for Visual Studio Code

GitHub Copilot is an OpenAI-powered Visual Studio Code extension that can suggest lines of code or entire functions as you type.

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State of AI report finds AI is now core to business success

Appen survey of business leaders and data scientists indicates that AI initiatives are delivering business value but challenges still exist.

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How to visualize time series data

Visualizing time series data is often the first step in observing trends that can guide time series modeling and analysis.

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Simplify machine learning with Azure Applied AI Services

Microsoft is wrapping its Cognitive Services machine learning platform as business-focused services.

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5 AI startups leading MLops

From data preparation and training to model deployment and beyond, these companies offer state-of-the-art platforms for managing the entire machine learning lifecycle.

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Excel, Python, and the future of data science

If the ubiquitous spreadsheet program is the gateway to data science, Python aims to be the next step.

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The value of time series data and TSDBs

Time series data key insights in domains ranging from science and medicine to systems monitoring and industrial IoT. Understand time series data and the databases designed to ingest, store, and analyze time series data.

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IBM Python toolkit measures AI uncertainty

IBM’s Uncertainty Qualification 360 is an open source library of Python algorithms for quantifying, estimating, and communicating the uncertainty of machine learning models.

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3 AI startups revolutionizing NLP

Deep learning has yielded amazing advances in natural language processing. Tap into the latest innovations with Explosion, Huggingface, and John Snow Labs.

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Catching up on Build 2021: AI and Arm

Build 2021 packed a lot into 48 hours; here are some of the announcements you may have missed.

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How AI can enhance customer experience

G&J Pepsi and Zipline turn to data science and machine learning to get the right products to the right locations at the right time.

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