Semantic Folding for Natural Language Understanding with Francisco Weber - #451

Semantic Folding for Natural Language Understanding with Francisco Weber - #451

Today we’re joined by return guest Francisco Webber, CEO & Co-founder of Cortical.io. Francisco was originally a guest over 4 years and 400 episodes ago, where we discussed his company Cortical.io, and their unique approach to natural language processing. In this conversation, Francisco gives us an update on Cortical, including their applications and toolkit, including semantic extraction, classifier, and search use cases. We also discuss GPT-3, and how it compares to semantic folding, the unreasonable amount of data needed to train these models, and the difference between the GPT approach and semantic modeling for language understanding. The complete show notes for this episode can be found at twimlai.com/go/451.

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Live from TWIMLcon! Culture & Organization for Effective ML at Scale (Panel) - #308

Live from TWIMLcon! Culture & Organization for Effective ML at Scale (Panel) - #308

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Live from TWIMLcon! Use-Case Driven ML Platforms with Franziska Bell - #307

Live from TWIMLcon! Use-Case Driven ML Platforms with Franziska Bell - #307

Today we're Franziska Bell, Ph.D., the Director of Data Science Platforms at Uber, who joined Sam on stage at TWIMLcon last week. Fran provided a look into the cutting edge data science available comp...

10 Loka 201932min

Live from TWIMLcon! Operationalizing ML at Scale with Hussein Mehanna - #306

Live from TWIMLcon! Operationalizing ML at Scale with Hussein Mehanna - #306

The live interviews from TWIMLcon continue with Hussein Mehanna, Head of ML and AI at Cruise. From his start at Facebook to his current work at Cruise, Hussein has seen first hand what it takes to sca...

8 Loka 201933min

Live from TWIMLcon! Encoding Company Culture in Applied AI Systems - #305

Live from TWIMLcon! Encoding Company Culture in Applied AI Systems - #305

In this episode, Sam is joined by Deepak Agarwal, VP of Engineering at LinkedIn, who graced the stage at TWIMLcon: AI Platforms for a keynote interview. Deepak shares the impact that standardizing pro...

4 Loka 201932min

Live from TWIMLcon! Overcoming the Barriers to Deep Learning in Production with Andrew Ng - #304

Live from TWIMLcon! Overcoming the Barriers to Deep Learning in Production with Andrew Ng - #304

Earlier today, Andrew Ng joined us onstage at TWIMLcon - as the Founder and CEO of Landing AI and founding lead of Google Brain, Andrew is no stranger to knowing what it takes for AI and machine learn...

1 Loka 201934min

The Future of Mixed-Autonomy Traffic with Alexandre Bayen - #303

The Future of Mixed-Autonomy Traffic with Alexandre Bayen - #303

Today we are joined by Alexandre Bayen, Director of the Institute for Transportation Studies and Professor at UC Berkeley. Alex's current research is in mixed-autonomy traffic to understand how the gr...

27 Syys 201944min

Deep Reinforcement Learning for Logistics at Instadeep with Karim Beguir - #302

Deep Reinforcement Learning for Logistics at Instadeep with Karim Beguir - #302

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25 Syys 201943min

Deep Learning with Structured Data w/ Mark Ryan - #301

Deep Learning with Structured Data w/ Mark Ryan - #301

Today we're joined by Mark Ryan, author of the upcoming book Deep Learning with Structured Data. Working on the support team at IBM Data and AI, he saw a lack of general structured data sets people co...

19 Syys 201939min

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