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

- MetNet forecasting

5 of 12

5 of 12

- MetNet forecasting

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Using Machine Learning to Predict Weather and Climate Risk

Automatically move to the next video in the Classroom when playback concludes

  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?

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.