Machine learning on a laptop, is that even possible? How about Macbooks?
What hardware do I need? What should I spend? What do I need to focus on?

Here's the follow-up on how to train machine learning models in the cloud for free:
   • access Nvidia cloud GPU for FREE - 3 ...  

This video discusses the original M1. However, the same logic applies to the Apple M2 Pro and M2 Max, they're just ✨even better✨.

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- https://blog.tensorflow.org/2020/11/a...
- https://scikit-learn.org/stable/modul...
- https://github.com/apple/tensorflow_m...
- https://www.tomshardware.com/features...

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⏱️ Timestamps
00:00 Intro
00:29 Training with a Laptop
00:37 Difference Desktop and Laptop
01:23 The Apple Ecosystem
03:33 Do you even GPU, bro?
04:30 Everything you need to understand about computer hardware
08:49 What type of GPU you need
09:27 Should you even do Deep Learning on a Laptop
11:15 What to prioritize in your Laptop Hardware
12:25 Making it work with a small-ish Laptop
13:02 With a GPU you can try Nvidia RAPIDS cuML
13:47 What else is there to consider?
16:00 So can you train machine learning on your laptop?
17:01 My Recommendation
18:00 Byeeee

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📝 Disclaimer
Jesper Dramsch is a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for us to earn fees by linking to Amazon.com and affiliated sites.

Opinions my own. Not financial advice. Sponsors are acknowledged. For entertainment purposes only.