- Machine Learning with Devops (MLOps) is a new and rare skill that lets a person to get recognised from a crowd.
- In the following table, there are list of tools and technologies to be covered step by step in order to become an MLOps Expert.
| SrNo. | Technology |
|---|---|
| 1 | Machine Learning, Deep Learning, NLP, Data Science, etc |
| 2 | Source Control Management (Git/ Github) |
| 3 | Containerisaton using Docker |
| 4 | Hands On working and orchestrating with Kubernetes |
| 5 | Any CI/CD tool such as Jenkins |
| 6 | Devops Concepts, Methodologies & Best Practises |
| 7 | Being Familiar with other Devops tools for testing, monitorings and automation (e.g ELK stack, Prometheus, Grafana, Ansible, Terraform,) might also help sometimes in workflows (not mandatory) |
| 8 | A good understanding and hands on work on Cloud Computing technologies is a always plus point |
I hope this repository helps any technology enthusiasts who is looking to dive into the field of Applying Machine Learning on Devops and vice versa.
- Good Luck for your future !!