{"id":15976435,"url":"https://github.com/lc0/practical-ml-dahoam","last_synced_at":"2025-07-29T22:37:32.295Z","repository":{"id":37226480,"uuid":"187467682","full_name":"lc0/practical-ml-dahoam","owner":"lc0","description":null,"archived":false,"fork":false,"pushed_at":"2022-08-23T18:02:02.000Z","size":40197,"stargazers_count":4,"open_issues_count":13,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-02T10:43:45.397Z","etag":null,"topics":["machine-learning","tensorflow","tutorials"],"latest_commit_sha":null,"homepage":"http://fromscratch.ml","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/lc0.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-05-19T11:25:40.000Z","updated_at":"2020-03-24T23:15:33.000Z","dependencies_parsed_at":"2022-06-22T05:24:45.595Z","dependency_job_id":null,"html_url":"https://github.com/lc0/practical-ml-dahoam","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lc0/practical-ml-dahoam","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lc0%2Fpractical-ml-dahoam","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lc0%2Fpractical-ml-dahoam/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lc0%2Fpractical-ml-dahoam/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lc0%2Fpractical-ml-dahoam/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lc0","download_url":"https://codeload.github.com/lc0/practical-ml-dahoam/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lc0%2Fpractical-ml-dahoam/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267772660,"owners_count":24142092,"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":"2025-07-29T02:00:12.549Z","response_time":2574,"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":["machine-learning","tensorflow","tutorials"],"created_at":"2024-10-07T22:24:00.124Z","updated_at":"2025-07-29T22:37:32.259Z","avatar_url":"https://github.com/lc0.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Machine Learning for Developers: A practical approach\n\n### Idea\n\nMachine learning hype is huge. Amount of courses and blog articles is countless, but how to get some practical results? How to switch from theoretical to a more practical approach. This workshop is taking you to the journey to use Machine Learning for real.\n\nYou are going to learn about\n\n- How to use ML with a very limited number of data points\n- How to use TensorFlow hub and what opportunities it opens\n- How to get your model exported for production uses\n- How to run inference on multiple platforms\n\n[Original link](https://www.daho.am/)\n\n### Agenda\n\n- Neural Network intro\n- Transfer Learning intro\n- Keras application and TFhub\n- A bit of TFX and how to export model\n- Running inference\n\n---\n\u003e GitHub [@lc0](https://github.com/lc0) \u0026nbsp;\u0026middot;\u0026nbsp;\n\u003e Twitter [@lc0d3r](https://twitter.com/lc0d3r) \u0026nbsp;\u0026middot;\u0026nbsp;\n\u003e [Code and Gradients](https://codeand.gradients.ml/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flc0%2Fpractical-ml-dahoam","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flc0%2Fpractical-ml-dahoam","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flc0%2Fpractical-ml-dahoam/lists"}