1:00 AM to 5:00 PM
AI/ML, Data Science, Kafka workshop agenda:
Attendees will learn how to:
Use Jupyter Notebooks and TensorFlow to explore a pre-trained object detection model to detect 'dog(s)' in an image.
- Serve the model in a REST API (representational state transfer application programming interface) as a Flask application.
- Use Source-to-Image (S2I) to build, deploy, and serve the AI model (the Flask application).
- Explore Kafka Streams from Jupyter Notebooks.
- Deploy a Kafka consumer with the same object detection model.