https://github.com/build-on-aws/recommendation-engine-full-stack
Full Stack Tutorial for building recommendation engine for a streaming platform clone.
https://github.com/build-on-aws/recommendation-engine-full-stack
amazon-sagemaker chalice machine-learning python
Last synced: about 1 month ago
JSON representation
Full Stack Tutorial for building recommendation engine for a streaming platform clone.
- Host: GitHub
- URL: https://github.com/build-on-aws/recommendation-engine-full-stack
- Owner: build-on-aws
- License: mit-0
- Created: 2023-06-27T03:31:58.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2023-08-02T20:18:59.000Z (almost 2 years ago)
- Last Synced: 2025-02-18T01:39:28.423Z (4 months ago)
- Topics: amazon-sagemaker, chalice, machine-learning, python
- Language: Jupyter Notebook
- Homepage: https://community.aws/tutorials/recommendation-engine-full-stack
- Size: 3.3 MB
- Stars: 1
- Watchers: 6
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Awesome Lists containing this project
README
## Full Stack Recommendation Engine
Sample code repo that forms the base of the following tutorial:
* [Build Your Own Recommendation Engine for a Streaming Platform Clone on AWS: A Full Stack Tutorial](https://buildon.aws/tutorials/recommendation-engine-full-stack)
* Detailed setup and steps are provided in the tutorial.
* Explanation of the folders that you see in this repo
* infrastructure folder
* Cloudformation tenplates that build teh resources for the tutorial
* data folder
* Contains the python notebook, the raw csv movie files , kmeans output from previous iterations to save time and the localui folder has the User Interface for our fancy MyFlix UI
* sagemaker-migration-toolkit
* Utility code to make deployment of custom scaling model on sagemaker easier
* apis_for_sagemaker_models
* There are 2 folders containing the snippets of code for creating our REST API using the [Chalice framework](https://github.com/aws/chalice)
## Security
See [CONTRIBUTING](CONTRIBUTING.md#security-issue-notifications) for more information.
## License
This library is licensed under the MIT-0 License. See the LICENSE file.