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- Machine Learning Overview
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Classroom Contents
Understanding the Machine Learning Process and Embedding Models into Apps
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- 1 - Introduction
- 2 - Understand the ML Process and Embed Models into Apps
- 3 - Machine Learning Overview
- 4 - Geometric Brownian motion (GBM)
- 5 - PyTorch Lightning
- 6 - Building a model with PyTorch Lightning
- 7 - Predicting your model
- 8 - MLOps
- 9 - How do you integrate this code in DevOps or Kubernetes?
- 10 - How do you get the model into your app?
- 11 - How can I learn more? Is there a community I can be a part of?
- 12 - Closing Notes
