Demo your ML models + learn NLP from the best (Hugging Face 🤗) | Machine Learning Monthly July 2021

Описание: 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 July 2021 - https://zerotomastery.io/blog/machine...

Learn ML (beginner-friendly course) - https://dbourke.link/mlcourse
Learn Deep Learning + TensorFlow (code-first) - https://dbourke.link/tfcourse
Read TensorFlow Book (free) - https://learntensorflow.io

Connect elsewhere:
Web - https://dbourke.link/web
Twitch - https://dbourke.link/twitch
ArXiv channel (past streams) - https://dbourke.link/archive-channel
Get email updates on my work - https://dbourke.link/newsletter

Timestamps:
0:00 - Intro/dance
0:24 - Where to sign up for more
1:05 - The Zero to Mastery TensorFlow for Deep Learning Course has been completed
1:35 - Free online book at learntensorflow.io
2:00 - Time series with TensorFlow
2:14 - Preparing for the TensorFlow Developer Certification
2:56 - How to submit your work to Machine Learning Monthly
3:24 - Skytowner tutorials, docs and recipes
5:38 - Saed's Towards Data Science Articles
8:00 - Building a data team at a mid-stage startup by Erik Bernhardsson
12:36 - End-to-end ML School
14:10 - Using Machine Learning to Enhance Speech Recognition in Cochlear Implants
19:04 - Learn NLP from the best: The Hugging Face 🤗 NLP Course
21:46 - Dance break 🕺
21:56 - Demo your ML models with Gradio
26:11 - GitHub Copilot: Blessing or Curse by Jeremy Howard
29:20 - Hand labelling data considered harmful (the perils of hand labelling data)
33:07 - Summary
33:40 - Bonus: comma_con
34:53 - Outro & more dancing

#machinelearning #machinelearningmonthly