Natural Language Processing in Real-life: Introduction • Zenodia Charpy & Eric Johnson • GOTO 2022

This interview was recorded at GOTO Aarhus for GOTO Unscripted. #GOTOcon #GOTOunscripted #GOTOaar
gotopia.tech/

Read the full transcription of this interview here:
gotopia.tech/articles/natural-language-processing-…

Zenodia Charpy - Senior Data Scientist at NVIDIA
Eric Johnson - Principal Developer Advocate for Serverless at AWS

DESCRIPTION
How close are we to interacting with machines at a human level? Learn about the state of the art in deep learning with practical insights from Zenodia Charpy, Senior Data Scientist at NVIDIA. She talks to Eric Johnson, Principal Developer Advocate at AWS, about the basics of language models and their evolution toward multilingual transformers.

TIMECODES
00:00 Intro
00:57 What is a language model?
02:11 The transformer
07:23 How good are the AI/ML training models?
08:35 Multilingual transformer
12:11 Intent and slots in GPT3
13:18 What’s next?
18:17 Outro

RECOMMENDED BOOKS
Hobson Lane, Hannes Hapke & Cole Howard • Language Processing in Action • amzn.to/3Rko3YD
Ekaterina Kochmar • Getting Started with Natural Language Processing • amzn.to/3AYXId5
Phil Winder • Reinforcement Learning • amzn.to/3t1S1VZ
Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning • amzn.to/3JVngcx
Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • amzn.to/3AQmIRg
Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • amzn.to/2ZD7t0x
Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • amzn.to/3m9HNjP
Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow • amzn.to/2XZaQy8

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#NaturalLanguageProcessing #NLP #GPT3 #AI #ArtificialIntelligence #AGI #ArtificialGeneralIntelligence #MachineLearning #ML #ReinforcementLearning #RL #DataScience

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