{"id":16989694,"url":"https://github.com/nicofilips/cs50ai-harvard","last_synced_at":"2025-04-15T13:02:29.045Z","repository":{"id":234434576,"uuid":"788876255","full_name":"NicoFilips/CS50AI-Harvard","owner":"NicoFilips","description":"Harvard University Online Course | CS50-AI | Artificial Intelligence with Python | Project Solution","archived":false,"fork":false,"pushed_at":"2024-04-23T06:23:38.000Z","size":1082,"stargazers_count":4,"open_issues_count":1,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-07T03:12:33.246Z","etag":null,"topics":["artificial-intelligence","harvardcs50","natural-language-processing","neuronal-network","nltk","python","scikit-learn","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","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/NicoFilips.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}},"created_at":"2024-04-19T09:01:18.000Z","updated_at":"2024-04-24T19:49:38.000Z","dependencies_parsed_at":"2024-04-23T08:15:02.353Z","dependency_job_id":null,"html_url":"https://github.com/NicoFilips/CS50AI-Harvard","commit_stats":null,"previous_names":["nicofilips/cs50ai-harvard"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NicoFilips%2FCS50AI-Harvard","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NicoFilips%2FCS50AI-Harvard/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NicoFilips%2FCS50AI-Harvard/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NicoFilips%2FCS50AI-Harvard/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NicoFilips","download_url":"https://codeload.github.com/NicoFilips/CS50AI-Harvard/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249076552,"owners_count":21208812,"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":["artificial-intelligence","harvardcs50","natural-language-processing","neuronal-network","nltk","python","scikit-learn","tensorflow"],"created_at":"2024-10-14T03:07:35.140Z","updated_at":"2025-04-15T13:02:29.013Z","avatar_url":"https://github.com/NicoFilips.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\u003ca href=\"https://github.com/NicoFilips/AzureAppService.NicoFilips.de/\"\u003e\n  \u003cimg src=\"https://github.com/NicoFilips/CS50AI-Harvard/assets/35654361/19b13a7c-78d8-4547-a783-0b6fcad35a3a\" alt=\"Logo\" width=\"200\" height=\"200\"\u003e\n\u003c/a\u003e\n\n\u003cblockquote\u003e\n  \u003cp\u003eSource: DALL-E 3\u003c/p\u003e\n\u003c/blockquote\u003e\n\n\u003cdiv align=\"left\"\u003e\n\n## What's this all about?\n\n\u003ch3\u003eHello everyone!\u003c/h3\u003e\n\nThese are my solutions for the CS50's Introduction to Artificial Intelligence with Python course. \u003cbr\u003e\nThey are categorized in 7 weeks featuring the following severall units:\n\nweek-0 - Search: Depth-First Search, Breadth-First Search, A* Search, Adversarial Search \u003cbr\u003e\nweek-1 - Knowledge: Propositional Logic, First-Order Logic, Inference in Knowledge Bases \u003cbr\u003e\nweek-2 - Uncertainty: Probability Theory, Bayes' Rule, Bayesian Networks, Markov Models \u003cbr\u003e\nweek-3 - Optimization: Hill-Climbing, Simulated Annealing, Linear Programming \u003cbr\u003e\nweek-4 - Learning: Supervised Learning, Unsupervised Learning, Reinforcement Learning, Decision Trees \u003cbr\u003e\nweek-5 - Neural Networks: Perceptrons, Backpropagation, Convolutional Neural Networks \u003cbr\u003e\nweek-6 - Language: Natural Language Processing, Context-Free Grammars, Parsing Techniques, Language Models \u003cbr\u003e\n\n## Certificate\n\nFinishing it got me a certificate at the Harvard University which can be seen here:\n\u003cbr\u003e\nhttps://certificates.cs50.io/68fca6c4-932c-45af-ba5b-b492ea78ce20.png?size=letter\n\n## Repository structure\n\nIncludes:\nProjects solutions \u003cbr\u003e\nQuizzes answers \u003cbr\u003e\nCourse info:  https://pll.harvard.edu/course/cs50s-introduction-artificial-intelligence-python \u003cbr\u003e\nName: CS50's Introduction to Artificial Intelligence with Python \u003cbr\u003e\nUniversity: Harvard University \u003cbr\u003e\nWWW: https://cs50.harvard.edu/ai/2020/ \u003cbr\u003e\n\n\u003c!-- LICENSE --\u003e\n## License\n\nDistributed under the MIT License. See `LICENSE` for more information.\n\n## Feedback \n\u003cdiv align=\"center\"\u003e\nLooking forward to your feedback and contributions! 🙌\n\n\nWarning : before visiting this repo files, please read about CS50's Academic Honesty rules.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnicofilips%2Fcs50ai-harvard","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnicofilips%2Fcs50ai-harvard","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnicofilips%2Fcs50ai-harvard/lists"}