The future will not be supervised... | Machine Learning Monthly July 2020 скачать в хорошем качестве

The future will not be supervised... | Machine Learning Monthly July 2020

This month has been all about GPT3 and self-supervised learning. GPT3 is the latest in language modelling from OpenAI and self-supervised learning seeks to understand the inherent underlying patterns of the data itself which can then be used for more specific tasks later. It can result in up to 1000x fewer labels being required and still achieve the same results as supervised learning. Links: ML Monthly July Edition - https://zerotomastery.io/blog/machine... Learn Machine Learning - https://dbourke.link/mlcourse Timestamps: 0:00 - Intro 0:29 - ML monthly July article 1:02 - My work during July 2:05 - All about GPT3 4:00 - GPT3 paper discussion 7:10 - What can GPT3 do? 9:39 - GPT3 vs. humans 11:20 - GPT3 learning resources 13:00 - Two trends I'm noticing in machine learning 17:45 - AutoML-Zero 19:30 - Facebook's self-supervised image classification 21:50 - Learning resources 22:00 - Full-stack deep learning 23:10 - DeepMind's deep learning course 24:37 - Self-supervised learning and computer vision 25:30 - Outro Connect elsewhere: Get email updates on my work - https://dbourke.link/newsletter Support on Patreon - https://bit.ly/mrdbourkepatreon Web - https://dbourke.link/web Quora - https://dbourke.link/quora Medium - https://dbourke.link/medium Twitter - https://dbourke.link/twitter LinkedIn - https://dbourke.link/linkedin