This is a public repo where code samples are stored for the book Practical MLOps.
- https://github.com/noahgift/cloud-bash-essentials
- https://github.com/noahgift/regression-concepts/blob/master/height_weight.ipynb
- https://github.com/noahgift/or/blob/master/README.md#randomized-start-with-greedy-path-solution-for-tsp
- Continuous Delivery for Elastic Beanstalk
- ECS Fargate
- AWS ML Certification Exam Guide
- AWS Cloud Practitioner Exam Guide
- Free AWS Cloud Practitioner Course
- Python MLOps Cookbook
- Container From Scratch
This section includes "community" recipes. Many "may" be included in the book if timing works out.
- Jason Adams: FastAPI Sentiment Analysis with Kubernetes
- James Salafatinos: Tensorflow.js real-time image classification
- Nikhil Bhargava: Sneaker Price Predict
- Medical Expenditures
- Flask Salary Predictor
- Covid Predictor
- Absenteeism at Work
- Chest X-Ray on Baidu
- Streamlit Traffic Detection
