{"id":18798535,"url":"https://github.com/brianspiering/course-directory","last_synced_at":"2026-01-25T21:47:23.349Z","repository":{"id":106928274,"uuid":"609540232","full_name":"brianspiering/course-directory","owner":"brianspiering","description":"Directory of courses I have developed and delivered","archived":false,"fork":false,"pushed_at":"2023-04-19T23:13:56.000Z","size":28,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-21T19:18:44.147Z","etag":null,"topics":["data","engineering"],"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/brianspiering.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":"2023-03-04T13:43:00.000Z","updated_at":"2025-03-24T16:43:43.000Z","dependencies_parsed_at":null,"dependency_job_id":"d2031956-2680-4e07-968f-d721f550432b","html_url":"https://github.com/brianspiering/course-directory","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/brianspiering/course-directory","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brianspiering%2Fcourse-directory","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brianspiering%2Fcourse-directory/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brianspiering%2Fcourse-directory/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brianspiering%2Fcourse-directory/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/brianspiering","download_url":"https://codeload.github.com/brianspiering/course-directory/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/brianspiering%2Fcourse-directory/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28759431,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-25T20:56:06.009Z","status":"ssl_error","status_checked_at":"2026-01-25T20:54:48.203Z","response_time":113,"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":["data","engineering"],"created_at":"2024-11-07T22:12:19.264Z","updated_at":"2026-01-25T21:47:23.331Z","avatar_url":"https://github.com/brianspiering.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"Course Directory\n------\n\nCourses I have developed and delivered.\n\n| Name | Summary | \n|:-----|:--------|\n| [Introduction to Machine Learning](https://github.com/brianspiering/machine-learning-in-scikit-learn) | Go from zero to proficient in Python's scikit-learn package |\n| [Introduction to Deep learning (DL)](https://github.com/brianspiering/deep-learning-course)        | Applied DL: fundamentals and applications | \n| [Introduction to Natural Language Processing (NLP)](https://github.com/brianspiering/nlp-course)   | Applied NLP: fundamentals and applications | \n| [Introduction to Knowledge Graphs (KG)](https://github.com/brianspiering/knowledge-graph-workshop) | Applied KG: fundamentals and applications | \n| [Introduction to Reinforcement learning (RL)](https://github.com/brianspiering/rl-course)          | Applied RL: fundamentals and applications  | \n| Python for non-programmers | Introduction to Python for people with no previous coding experience | \n| Python for data analysts   | Level-up data analysts to better use Python  | \n| [Machine Learning for good](https://github.com/DeltaAnalytics/machine_learning_for_good) | Learn the fundamentals of ML throught the lens of social good / non-profits |\n\nAll courses are a combination of lectures and hands-on activities.\n\nAll courses are modular and can be customized for any length. 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