Fully Connected – a series where Chris and Daniel keep you up to date with everything that’s happening in the AI community.

This week we discuss BERT, a new method of pre-training language representations from Google for natural language processing (NLP) tasks. Then we tackle Facebook’s Horizon, the first open source reinforcement learning platform for large-scale products and services. We also address synthetic data, and suggest a few learning resources.

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Featuring:

Show Notes:

News/Discussion:

Is artificial intelligence set to become art’s next medium?
BERT (a new method for obtaining rich contextual language representations during pre-training):
Horizon: The first open source reinforcement learning platform for large-scale products and services
Does Synthetic Data Hold The Secret To Artificial Intelligence?
AI Experts: Moving forward with AI likely a series of small steps, not giant leaps

Learning resources:

The Backpropagation Algorithm Demystified

Books

“Grokking Deep Learning” by Andrew Trask

Something missing or broken? PRs welcome!

BERT: one NLP model to rule them all 38:53 Share

Practical AI: Machine Learning, Data Science, LLM

Shownotes Transcript

BERT: one NLP model to rule them all