{"id":17494579,"url":"https://github.com/bsenst/mlops","last_synced_at":"2025-08-31T12:35:16.241Z","repository":{"id":165730206,"uuid":"641125643","full_name":"bsenst/mlops","owner":"bsenst","description":"This repo contains contributions to the DataTalksClub MLOps Zoomcamp 2023.","archived":false,"fork":false,"pushed_at":"2023-07-30T20:13:09.000Z","size":17252,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-28T18:19:46.853Z","etag":null,"topics":["data-talks-club","dtc","health-data","mlops","zoomcamp"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bsenst.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-05-15T20:46:09.000Z","updated_at":"2023-07-22T21:22:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"e993c675-6d6b-4eb0-b4f4-8f55ae847566","html_url":"https://github.com/bsenst/mlops","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/bsenst/mlops","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bsenst%2Fmlops","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bsenst%2Fmlops/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bsenst%2Fmlops/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bsenst%2Fmlops/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bsenst","download_url":"https://codeload.github.com/bsenst/mlops/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bsenst%2Fmlops/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272982738,"owners_count":25025984,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-31T02:00:09.071Z","response_time":79,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-talks-club","dtc","health-data","mlops","zoomcamp"],"created_at":"2024-10-19T13:28:20.929Z","updated_at":"2025-08-31T12:35:16.216Z","avatar_url":"https://github.com/bsenst.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MLOps\nThis repo contains contributions to the [DataTalksClub MLOps Zoomcamp 2023](https://github.com/DataTalksClub/mlops-zoomcamp).\n\nThanks to the [instructors of the course](https://github.com/DataTalksClub/mlops-zoomcamp/tree/997bbf7172d0e36b1f86ef11c4c9b359e452dbb4#instructors) and the [DataTalksClub community](https://datatalks.club/) for providing this learning experience.\n\nThe course included the following topics:\n* Module 1: Introduction\n* Module 2: Experiment tracking and model management\n* Module 3: Orchestration and ML Pipelines\n* Module 4: Model Deployment\n* Module 5: Model Monitoring\n* Module 6: Best Practices\n\nThe coursework included homework and problem assignements (Taxi Dataset).\n\nEverything learned has been taken into practice in the final project:\n* [Final Project - Training, Deploying \u0026 Monitoring a Cardiac Risk Prediction Model](https://github.com/bsenst/mlops/tree/dd0d2210615d3fc958e386aaf793fc26dd3191cf/experiments/health-pipeline)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbsenst%2Fmlops","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbsenst%2Fmlops","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbsenst%2Fmlops/lists"}