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How exactly you can train your machine learning model in the cloud for free

Here's the previous video on which laptop to choose for your machine learning training:
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- Google Colab: https://colab.research.google.com/
- Colab Pro: https://colab.research.google.com/signup
- Kaggle: https://www.kaggle.com/jesperdramsch
- Kaggle Efficient GPU usage: https://www.kaggle.com/docs/efficient...
- AWS Instances: https://aws.amazon.com/ec2/instance-t...
- AWS Free Tier: https://aws.amazon.com/free/
- Google Educational Grants: https://sites.research.google/trc/

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- TPU Notebooks:
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https://www.kaggle.com/jesperdramsch/...

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⏱️ Timestamps
0:00 Intro
0:22 Google Colab
2:09 A Cautionary Tale
2:44 Colab Pro
3:05 Kaggle Notebooks
3:56 Kaggle API
4:45 Save money on AWS and GCP
6:07 Request Instance Access
6:45 Win Google Grants for Researchers and Students
7:33 I like Notebooks
8:08 Scaling Up

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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.