{"id":22976295,"url":"https://github.com/dmk/fastai-course-notebooks","last_synced_at":"2026-05-03T09:35:45.013Z","repository":{"id":250208612,"uuid":"833728086","full_name":"dmk/fastai-course-notebooks","owner":"dmk","description":"Jupyter notebooks from the Fastai Deep Learning for Coders course. I copy and sometimes update the notebooks to reflect changes in package APIs or other necessary modifications as I progress through the course.","archived":false,"fork":false,"pushed_at":"2024-07-27T14:28:28.000Z","size":1417,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-07T23:25:36.698Z","etag":null,"topics":["course-materials","deep-learning","fastai","jupyter-notebook","machine-learning","python"],"latest_commit_sha":null,"homepage":"","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/dmk.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":"2024-07-25T16:12:06.000Z","updated_at":"2024-08-03T13:47:59.000Z","dependencies_parsed_at":"2024-07-27T15:41:14.364Z","dependency_job_id":null,"html_url":"https://github.com/dmk/fastai-course-notebooks","commit_stats":null,"previous_names":["dmk/fastai-course-notebooks"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmk%2Ffastai-course-notebooks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmk%2Ffastai-course-notebooks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmk%2Ffastai-course-notebooks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmk%2Ffastai-course-notebooks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dmk","download_url":"https://codeload.github.com/dmk/fastai-course-notebooks/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246777816,"owners_count":20832033,"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","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":["course-materials","deep-learning","fastai","jupyter-notebook","machine-learning","python"],"created_at":"2024-12-15T00:49:09.321Z","updated_at":"2026-05-03T09:35:44.970Z","avatar_url":"https://github.com/dmk.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Practical Deep Learning for Coders Notebooks\n\nThis is my copy of Jupyter Notebooks from\n[Practical Deep Learning for Coders](https://course.fast.ai/) FastAI course.\n\nIt is supposed to be run on your local machine.\n\nI have added minor modifications, to make sure it can be run using the latest versions\nof packages.\n\nI have also added notes about what packages needs to be installed and how to install\nthem in each lesson's README.\n\n## Prerequisites\n\nAs this is the first lesson in the course, I recommend creating a Python virtual\nenvironment for the entire course within this repository:\n\n```\npip install virtualenv\nvirtualenv .venv\nsource .venv/bin/activate\n```\n\nRemember to run the last command each time you start working unless you see (.venv)\nin your shell prompt.\n\nNext, install the Jupyter Notebook and fastai packages:\n\n```\npip install fastai jupyter\n```\n\nThat's it! For each lesson in the course, I'll provide commands to install any additional\npackages needed.\n\nIf you're unsure how to start Jupyter or how to ensure your code can use your GPU, you can\nsearch online for guides on Jupyter and CUDA.\n\n# List of lessons\n\n* [Lesson 1](./lesson-1/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdmk%2Ffastai-course-notebooks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdmk%2Ffastai-course-notebooks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdmk%2Ffastai-course-notebooks/lists"}