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Tag Archives: machine

You can’t eliminate bias from machine learning, but you can pick your bias

Best practices for a successful AI Center of Excellence A guide for both CoEs and business units Download Guide Bias is a major topic of concern in mainstream society, which has embraced the concept that certain characteristics — race, gender, age, or zip code, for example — should not matter …

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Google details how it’s using AI and machine learning to improve search

Automation and Jobs Read our latest special issue. Open Now During a livestreamed event this afternoon, Google detailed the ways it’s applying AI and machine learning to improve the Google Search experience. Soon, Google says users will be able to see how busy places are in Google Maps without having …

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The secrets of small data: How machine learning finally reached the enterprise

Automation and Jobs Read our latest special issue. Open Now Over the past decade, “big data” has become Silicon Valley’s biggest buzzword. When they’re trained on mind-numbingly large data sets, machine learning (ML) models can develop a deep understanding of a given domain, leading to breakthroughs for top tech companies. …

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How machine learning helps companies stay agile in a pandemic (VB Live)

Automation and Jobs Read our latest special issue. Open Now Sponsored by AWS Machine Learning In a world profoundly impacted by the pandemic, machine learning and AI has offered powerful new ways to adapt and face pressing business challenges. To learn more about the unique opportunities ML offers, best practices …

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Machine learning groups form Consortium for Python Data API Standards to reduce fragmentation

Automation and Jobs Read our latest special issue. Open Now Deep learning framework Apache MXNet and Open Neural Network Exchange (ONNX) today launched the Consortium for Python Data API Standards, a group that wants to make it easier for machine learning practitioners and data scientists no matter which framework, library, …

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A closer look at SageMaker Studio, AWS’ machine learning IDE

Back in December, when AWS launched its new machine learning IDE, SageMaker Studio, we wrote up a “hot-off-the-presses” review. At the time, we felt the platform fell short, but we promised to publish an update after working with AWS to get more familiar with the new capabilities. This is that …

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OpenAI launches Microscope to visualize the neurons in popular machine learning models

OpenAI today launched Microscope, a library of neuron visualizations starting with nine popular or heavily neural networks. In all, the collection encompasses millions of images. Like a microscope can do in a laboratory, Microscope is made to help AI researchers better understand the architecture and behavior of neural networks with …

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Google Cloud launches machine images to simplify data science workflows

Google today announced machine images, a new type of Compute Engine resource in Google Cloud that contains all the information required to create, back up, or restore a virtual machine. The company claims it’ll reduce the time network admins and data scientists spend managing their cloud environments by eliminating extra …

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Lendio raises $55 million to surface small business loans using machine learning

Lendio, a company that provides a platform that taps algorithms to match customers with lenders and secure loans, announced that it raised $ 55 million. CEO Brock Blake says the influx of funds will bolster Lendio’s marketplace while enabling it to introduce new bookkeeping and lender services functions. Lendio claims …

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