{"id":18339990,"url":"https://github.com/mxagar/advanced_ml_techniques","last_synced_at":"2026-02-03T21:31:16.432Z","repository":{"id":154130770,"uuid":"631891614","full_name":"mxagar/advanced_ml_techniques","owner":"mxagar","description":"This repository collects material, guides and links related to intermediate-advanced techniques used in professional machine learning.","archived":false,"fork":false,"pushed_at":"2023-12-27T14:39:37.000Z","size":4,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-15T22:03:44.004Z","etag":null,"topics":["feature-engineering","feature-selection","hyperparameter-optimization","imbalanced-data","machine-learning"],"latest_commit_sha":null,"homepage":"","language":null,"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/mxagar.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-04-24T09:25:31.000Z","updated_at":"2023-04-24T09:57:20.000Z","dependencies_parsed_at":"2023-12-27T15:54:50.490Z","dependency_job_id":null,"html_url":"https://github.com/mxagar/advanced_ml_techniques","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mxagar/advanced_ml_techniques","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mxagar%2Fadvanced_ml_techniques","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mxagar%2Fadvanced_ml_techniques/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mxagar%2Fadvanced_ml_techniques/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mxagar%2Fadvanced_ml_techniques/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mxagar","download_url":"https://codeload.github.com/mxagar/advanced_ml_techniques/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mxagar%2Fadvanced_ml_techniques/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29058235,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-03T20:13:53.544Z","status":"ssl_error","status_checked_at":"2026-02-03T20:13:40.507Z","response_time":96,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["feature-engineering","feature-selection","hyperparameter-optimization","imbalanced-data","machine-learning"],"created_at":"2024-11-05T20:20:30.526Z","updated_at":"2026-02-03T21:31:16.412Z","avatar_url":"https://github.com/mxagar.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Advanced Machine Learning Techniques\n\nThis repository collects material, guides and links related to intermediate-advanced techniques used in professional machine learning.\n\nInteresting courses/books and my repositories on them:\n\n| \u003cdiv align=\"left\"\u003eCourse / Book + Link\u003c/div\u003e  | \u003cdiv style=\"width:150px\" align=\"left\"\u003eMy Notes | \u003cdiv align=\"left\" style=\"width:120px\"\u003eMy Personal Rating |\n| --- | --- | --- |\n[Feature Engineering for Machine Learning, Udemy - Soledad Galli](https://www.udemy.com/course/feature-engineering-for-machine-learning/) | [Github](https://github.com/mxagar/feature-engineering-for-machine-learning) | :star: :star: :star: :star: __ \n[Hyperparameter Optimization for Machine Learning, Udemy - Soledad Galli](https://www.udemy.com/course/hyperparameter-optimization-for-machine-learning/) | [Github](https://github.com/mxagar/hyperparameter-optimization) | :star: :star: :star: :star: __ \n[Machine Learning with Imbalanced Data, Udemy - Soledad Galli](https://www.udemy.com/course/machine-learning-with-imbalanced-data/) | [Github](https://github.com/mxagar/machine-learning-imbalanced-data) | :star: :star: :star: :star: __ \n[Feature Selection for Machine Learning, Udemy - Soledad Galli](https://www.udemy.com/course/feature-selection-for-machine-learning/) | [Github](https://github.com/mxagar/feature-selection-for-machine-learning) | :star: :star: :star: :star: __ \n[Deployment of Machine Learning Models, Udemy - Soledad Galli](https://www.udemy.com/course/deployment-of-machine-learning-models/) | [Github](https://github.com/mxagar/deploying-machine-learning-models) | :star: :star: :star: :star: __ \n\n**Select a topic and go its Github link.**\n\n:construction: *Work is ongoing, so some of my notes may not be finished...*\n\nMikel Sagardia, 2023.  \nNo guarantees.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmxagar%2Fadvanced_ml_techniques","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmxagar%2Fadvanced_ml_techniques","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmxagar%2Fadvanced_ml_techniques/lists"}