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 https://gotopia.tech Read the full transcription of this interview here: https://gotopia.tech/articles/natural-language-processing-in-real-life-introduction 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 • https://amzn.to/3Rko3YD Ekaterina Kochmar • Getting Started with Natural Language Processing • https://amzn.to/3AYXId5 Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning • https://amzn.to/3JVngcx Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • https://amzn.to/2ZD7t0x Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • https://amzn.to/3m9HNjP Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow • https://amzn.to/2XZaQy8 https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.facebook.com/GOTOConferences #NaturalLanguageProcessing #NLP #GPT3 #AI #ArtificialIntelligence #AGI #ArtificialGeneralIntelligence #MachineLearning #ML #ReinforcementLearning #RL #DataScience Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1