Day: December 22, 2019

Federated Learning with Secure Aggregation in TensorFlow
AI TensorFlow

Federated Learning with Secure Aggregation in TensorFlow

Federated learning, also known as FL (great initials, BTW) has gained a lot of attention over the last couple of years as a way to train a model without needing to centralize data. It’s a technique first brought to production by Google who used it to develop, train, and continuously improve Android’s predictive keyboard. Here’s […]

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Why You Should Be Optimistic About the Future

a16z shares this video of Kevin Kelly and Marc Andreesen talking about why the future just might be better than what you have been led to believe. Many skeptics thought the internet would never reach mass adoption, but today it’s shaping global culture, is integral to our lives–and this is just the beginning. In this […]

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Data Data Driven

What is Real Time Data Mean Exactly?

In this Data Point, I talk about the nebulous buzzword of “real time” and why that’s not as clear cut as it may seem. And how, if you run fast enough, maybe you can see how real time “real time” is at Sams’ Club. Press the play button below to listen here or visit the […]

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The Age of AI: How Far is Too Far?

Can A.I. make music? Can it feel excitement and fear? Is it alive? and Mark Sagar push the limits of what a machine can do. How far is too far, and how much further can we go? The Age of A.I. is a 8 part documentary series hosted by Robert Downey Jr. covering the […]

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AI Azure IoT

An introduction to Azure FarmBeats

Dr. Ranveer Chandra gives Scott Hanselman an introduction to Azure FarmBeats at Microsoft Ignite 2019. FarmBeats is a business-to-business offering available in Azure Marketplace. It enables the aggregation of data from farms — across sensors, drones, robots, satellites, and weather providers — and generation of actionable insights using artificial intelligence (AI) and machine learning (ML) […]

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Data Visualization

What is SandDance?

Learn what is SandDance and how it provides unit visualizations of the data in this video below. Find out more.

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AI Reinforcement Learning

OpenAI Safety Gym: A Safe Place For AIs To Learn

Two Minute Papers takes a look at the paper “Benchmarking Safe Exploration in Deep Reinforcement Learning.”

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