This repo consists of assignments related to MLOps tools and techniques. Assignments are tracked with the appropriate folders.
| File/Folder | Description |
|---|---|
| Data | Contains data from various sources to preprocess and build a model |
| Images | Contains snapshots of the daily, weekly, bi-weekly and monthly stand-up and discussions of architectures |
| Model | Contains models that are built and saved here |
| Tests | All the tests related to data, modelling and unit tests will be saved here |
| src | All the source code related to the project is stored here |
| .gitignore | Files and folders ignored by git from tracking and versioning |
| DockerFile | DockerFile to build docker image for the project |
| requirements.txt | Dependencies for building and running the project |
| README.md | Markdown file that gives description of this repo |
| LICENSE | Indicates the usage and permissions |
- Run the requirements.txt file and build the dependencies.
- Build docker container from image DockerFile and run the container.
- Run all the test cases related to the project in Tests folder.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent