CONTENTS

Topics

• Django.
• MLOps.
• DevOps.
• Machine Learning. (h5/hdf5-json/checkpoint/pb/tflite)
• Pipeline.
• Class-Based-Views.
• New versioning system.
• Django Environ.
• Django Rest Framework. (custom)
• Django authentication. (rest)
• Jupyter lab. (examples/creations)

Run docker (two options)

$ sudo bash ./build_project.sh

$ docker-compose up --build

Links

• API's.
• Jupyter Notebooks. (examples and modelcreation)
• Requirements.
• Machine Learnings.
• MLOps.
• Pipeline.
• Model Loader. (TFLite-HDF5JSON)
• Versioning.
• Django Environ.
• Rest authentication.
• Custom exceptions.
• Docker-compose.
• DockerFile.
• Nginx conf.

Created by Nouvellie, 08/07/2021
Credits to Ávila Jorge, for all the help in machine learning, from scratch. Github.
Credits to Truly Cryce, Serializers, auth and exceptions. Github.