How I'd start learning machine learning again (3 years in)

Описание: Three years ago I started studying machine learning online in my bedroom.

Two things are for sure:

1. I know a lot more than when I started.
2. There's still plenty more to learn.

This video shares what I'd do/tell myself if I was starting again.

Links:
How I'd start learning machine learning again (3 years in) blog post - https://www.mrdbourke.com/how-id-star...
2020 Machine Learning Roadmap - https://www.mrdbourke.com/2020-machin...
Effective Python: 90 Specific Ways to Write Better Python Book - https://amzn.to/2RgnRfW
Mathematics for Machine Learning Book - https://mml-book.github.io/
Hands-On Machine Learning with Scikit-Learn, Keras and TensorFlow (2nd edition) - https://amzn.to/3aYexF2

Timestamps:
0:00 - Intro
0:58 - How I got started with machine learning
2:07 - Getting a job
2:30 - Leaving a job
3:44 - Blog post to go along with video
4:20 - Point 1: Avoid credential-seeking mode
6:30 - Point 2: Take the leap
10:00 - Point 3: Use less tools
10:50 - Best programming advice I’ve ever received
12:00 - Two of my favourite books
13:00 - Point 4: If you want to learn something, teach it
13:15 - The things you remember
15:50 - Point 5: Learning something new is hard, so have fun with it
17:10 - How I’d start learning again (specifics)
19:00 - Beginner pathway for getting started
20:51 - Advanced pathway (follows on from beginner)
22:30 - Some of my favourite extra learning materials
23:50 - Example curriculums (of people who have studied online)
24:50 - What to learn vs how to learn
25:15 - Outro

Get email updates on my work - https://dbourke.link/newsletter
Support on Patreon - https://bit.ly/mrdbourkepatreon

Connect elsewhere:
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
#machinelearning #datascience #onlinelearning