Practical AI

Practical AI

Practical AI LLC

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Episode (200)

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181
Clothing AI in a data fabric

Clothing AI in a data fabric

Mar 16, 2022

What happens when your data operations grow to Internet-scale? How do thousands or millions of data producers and consumers efficiently, effectively, and productively interact with each other? How are...

182
Creating a culture of innovation

Creating a culture of innovation

Mar 08, 2022

Daniel and Chris talk with Lukas Egger, Head of Innovation Office and Strategic Projects at SAP Business Process Intelligence. Lukas describes what it takes to bring a culture of innovation into an or...

183
Deploying models (to tractors 🚜)

Deploying models (to tractors 🚜)

Mar 01, 2022

Alon from Greeneye and Moses from ClearML blew us away when they said that they are training 1000’s of models a year that get deployed to Kubernetes clusters on tractors. Yes… we said tractors, as in ...

184
One algorithm to rule them all?

One algorithm to rule them all?

Feb 15, 2022

From MIT researchers who have an AI system that rapidly predicts how two proteins will attach, to Facebook’s first high-performance self-supervised algorithm that works for speech, vision, and text, D...

185
🌍 AI in Africa - Voice & language tools

🌍 AI in Africa - Voice & language tools

Feb 09, 2022

In the third of the “AI in Africa” spotlight episodes, we welcome Kathleen Siminyu, who is building Kiswahili voice tools at Mozilla. We had a great discussion with Kathleen about creating more divers...

186
Exploring deep reinforcement learning

Exploring deep reinforcement learning

Feb 01, 2022

In addition to being a Developer Advocate at Hugging Face, Thomas Simonini is building next-gen AI in games that can talk and have smart interactions with the player using Deep Reinforcement Learning ...

187
The world needs an AI superhero

The world needs an AI superhero

Jan 25, 2022

From drug discovery at the Quebec AI Institute to improving capabilities with low-resourced languages at the Masakhane Research Foundation and Google AI, Bonaventure Dossou looks for opportunities to ...

188
Democratizing ML for speech

Democratizing ML for speech

Jan 19, 2022

You might know about MLPerf, a benchmark from MLCommons that measures how fast systems can train models to a target quality metric. However, MLCommons is working on so much more! David Kanter joins us...

189
Eliminate AI failures

Eliminate AI failures

Jan 11, 2022

We have all seen how AI models fail, sometimes in spectacular ways. Yaron Singer joins us in this episode to discuss model vulnerabilities and automatic prevention of bad outcomes. By separating conce...

190
🌍 AI in Africa - Radiant Earth

🌍 AI in Africa - Radiant Earth

Jan 05, 2022

In the second of the “AI in Africa” spotlight episodes, we welcome guests from Radiant Earth to talk about machine learning for earth observation. They give us a glimpse into their amazing data and to...

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