Using Machine Learning to Predict Weather and Climate Risk

Using Machine Learning to Predict Weather and Climate Risk

Google Cloud Tech via YouTube Direct link

- Combined data set extracted

8 of 12

8 of 12

- Combined data set extracted

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Using Machine Learning to Predict Weather and Climate Risk

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  1. 1 - Intro
  2. 2 - The challenge of computing weather modules
  3. 3 - How does deep learning work?
  4. 4 - Example of deep learning / neural network
  5. 5 - MetNet forecasting
  6. 6 - Google AI for Weather and Climate
  7. 7 - Designing for inputs data and outputs labels
  8. 8 - Combined data set extracted
  9. 9 - Data stored
  10. 10 - Model building
  11. 11 - Training the model in Vertex AI and saving it to Cloud storage
  12. 12 - What’s next?

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