{"id":21638953,"url":"https://github.com/szymon-budziak/fundamentals_of_deep_learning","last_synced_at":"2026-04-10T17:26:18.310Z","repository":{"id":107340513,"uuid":"384777150","full_name":"Szymon-Budziak/Fundamentals_of_Deep_Learning","owner":"Szymon-Budziak","description":"Fundamentals of Deep Learning NVIDIA course.","archived":false,"fork":false,"pushed_at":"2022-02-10T14:10:03.000Z","size":50758,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-01T02:51:55.254Z","etag":null,"topics":["deep-learning","machine-learning","numpy","nvidia","pandas","python","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Szymon-Budziak.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":"2021-07-10T19:43:13.000Z","updated_at":"2022-10-11T22:52:43.000Z","dependencies_parsed_at":"2023-05-17T03:00:45.083Z","dependency_job_id":null,"html_url":"https://github.com/Szymon-Budziak/Fundamentals_of_Deep_Learning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Szymon-Budziak%2FFundamentals_of_Deep_Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Szymon-Budziak%2FFundamentals_of_Deep_Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Szymon-Budziak%2FFundamentals_of_Deep_Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Szymon-Budziak%2FFundamentals_of_Deep_Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Szymon-Budziak","download_url":"https://codeload.github.com/Szymon-Budziak/Fundamentals_of_Deep_Learning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244339043,"owners_count":20437168,"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":["deep-learning","machine-learning","numpy","nvidia","pandas","python","tensorflow"],"created_at":"2024-11-25T04:12:27.811Z","updated_at":"2025-12-31T00:13:07.211Z","avatar_url":"https://github.com/Szymon-Budziak.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Fundamentals of Deep Learning\nResources and notebooks from Fundamentals of Deep Learning Nvidia course. Final model has accuracy fo 97% in recognizing fresh and rotten fruits. Feel free to access files and work with the notebooks.\u003c/p\u003e\nThe goals of this course was to:\n - learn the fundamental techniques and tools required to train a deep learning model,\n - gain experience with common deep learning data types and model architectures,\n - enhance datasets through data augmentation to improve model accuracy,\n - leverage transfer learning between models to achieve efficient results with less data and computation.\n\n## Certificate\n![certificate](https://user-images.githubusercontent.com/75530523/153422648-adcbb514-0466-4dbf-aeb5-61bed80b67a8.jpg)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fszymon-budziak%2Ffundamentals_of_deep_learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fszymon-budziak%2Ffundamentals_of_deep_learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fszymon-budziak%2Ffundamentals_of_deep_learning/lists"}