{"id":13490043,"url":"https://github.com/hemansnation/God-Level-AI","last_synced_at":"2025-03-28T05:31:48.556Z","repository":{"id":37489968,"uuid":"475505735","full_name":"hemansnation/God-Level-AI","owner":"hemansnation","description":"A collection of scientific methods, processes, algorithms, and systems to build stories \u0026 models.","archived":false,"fork":false,"pushed_at":"2024-10-15T13:49:51.000Z","size":43511,"stargazers_count":3532,"open_issues_count":13,"forks_count":664,"subscribers_count":89,"default_branch":"master","last_synced_at":"2024-10-29T14:50:17.531Z","etag":null,"topics":["computer-vision","data-engineering","data-science","data-structures-and-algorithms","data-system-design","data-visualization","datastructures","deep-learning","machine-learning","matplotlib","mlops","natural-language-processing","numpy","pandas","python","pytorch","scikit-learn","statistics","tableau"],"latest_commit_sha":null,"homepage":"https://www.himanshuramchandani.co/","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/hemansnation.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":"2022-03-29T15:30:22.000Z","updated_at":"2024-10-29T05:59:28.000Z","dependencies_parsed_at":"2023-02-08T19:30:49.025Z","dependency_job_id":"6bff6428-c8aa-4eeb-9ee8-074b4969f8b6","html_url":"https://github.com/hemansnation/God-Level-AI","commit_stats":{"total_commits":137,"total_committers":3,"mean_commits":"45.666666666666664","dds":0.3941605839416058,"last_synced_commit":"5a51055282fee6ecb1d9d1ce3a06306bc97c1391"},"previous_names":["hemansnation/data-science-ml-full-stack","hemansnation/god-level-ai","hemansnation/god-level-data-science-ml-full-stack"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hemansnation%2FGod-Level-AI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hemansnation%2FGod-Level-AI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hemansnation%2FGod-Level-AI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hemansnation%2FGod-Level-AI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hemansnation","download_url":"https://codeload.github.com/hemansnation/God-Level-AI/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":222351167,"owners_count":16970632,"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":["computer-vision","data-engineering","data-science","data-structures-and-algorithms","data-system-design","data-visualization","datastructures","deep-learning","machine-learning","matplotlib","mlops","natural-language-processing","numpy","pandas","python","pytorch","scikit-learn","statistics","tableau"],"created_at":"2024-07-31T19:00:39.772Z","updated_at":"2025-03-28T05:31:48.550Z","avatar_url":"https://github.com/hemansnation.png","language":"Jupyter Notebook","readme":"[![Open Source Love](https://firstcontributions.github.io/open-source-badges/badges/open-source-v1/open-source.svg)](https://github.com/hemansnation/God-Level-AI)\n\n\u003ch1 align= \"center\" \u003e God Level AI\u003c/h1\u003e\n\u003cp\u003e\nA drill of scientific methods, processes, algorithms, and systems to build stories \u0026 models. An in-depth learning resource for humans.\n\nThis is a drill for people who aim to be in the top 1% of Data and AI experts.\n\nYou can do the drill by watching video sessions or text content.\n\nI will recommend video sessions and use text content as go-to notes.\n\nYou can be in one of the following categories:-\n- either you are working on a leadership position\n- or you are working as a professional\n- or you are a student\n\nNo matter what position you are working in currently, you need to put in the same amount of effort to be in the top 1%.\n\nSpoiler alert - There are NO Shortcuts in the tech field.\n\nThis is for all humans who want to improve in the field and are courageous enough to take action.\n\nYou will find all the topics explained here and whatever is needed to understand it completely.\n\nThe drill is all action-oriented.\n\nTo be the authority/best in the AI field, I created a routine that includes:\n- 4 hours of deep work sessions every day\n    - Deep work session rules:\n        - no phone/notifications\n        - no talking to anyone\n        - coffee/chai allowed\n- 2 hours of shallow work sessions every day\n    - Shallow work session rules:\n        - phone allowed\n        - talking allowed\n        - include sharing your work online\n\nYou can customize the learning sessions according to your time availability.\n\n\u003c/p\u003e\n\n## the path\n\n1. [Python]()\n2. [Data Structures \u0026 Algorithms]()\n3. [Git and GitHub]()\n4. [NumPy]()\n5. [Pandas]()\n6. [Math]()\n7. [Machine Learning]()\n8. [Machine‌ ‌Learning‌ Operations]()\n9. [Natural Language Processing X Deep Learning]()\n10. [Computer Vision X Deep Learning]()\n11. [AI/ML System Design]()\n12. [Major Capstone Projects]()\n13. [AI Interview]()\n14. [Projects](/projects/)\n15. [Personal Branding \u0026 Portfolio]()\n\n","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhemansnation%2FGod-Level-AI","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhemansnation%2FGod-Level-AI","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhemansnation%2FGod-Level-AI/lists"}