Daniel Bourke
Machine learning monthly covers the latest and greatest (but not always the latest) of the machine learning field from the previous month. You can expect exciting machine learning updates as well as dancing.
ML Monthly June 2021 – https://zerotomastery.io/blog/machine-learning-monthly-june-2021/
Learn ML (beginner-friendly course) – https://dbourke.link/mlcourse
Learn Deep Learning + TensorFlow (code-first) – https://dbourke.link/tfcourse
ML courses/books I recommend – https://www.mrdbourke.com/ml-resources/
Read TensorFlow Book (free) – https://learntensorflow.io
Connect elsewhere:
Web – https://dbourke.link/web
Twitch – https://www.twitch.tv/mrdbourke
ArXiv channel (past streams) – https://www.youtube.com/channel/UCKt-z-AVy7duq6-_N-michg
Get email updates on my work – https://dbourke.link/newsletter
Timestamps:
0:00 – Intro
0:32 – Sign up for future issues
1:04 – TensorFlow for Deep Learning Book (learntensorflow.io)
2:20 – Uber’s Data Culture from First Principles
5:01 – Text-based video editing
7:27 – GitHub Copilot (AI-powered partner programming)
9:54 – Microsoft + GitHub + OpenAI
11:03 – Machine Learning Interviews Book by Chip Huyen
17:32 – How Tesla are building full-self-driving (Andrei Karpathy CVPR 2021 talk)
19:48 – Facebook Kats and LinkedIn Greykite (Python time series libraries)
21:24 – All kinds of data augmentation with AugLy by Facebook
23:11 – Made with ML MLOps course complete
25:13 – MLOps toys (a website for MLOps tools)
25:58 – Training Transformers with Compact Transformers in 30-minutes
27:45 – How to think about applying NLP in production by Ines Montani
29:27 – Outro/dancing 🕺
#machinelearningmonthly #machinelearning