{"id":20256431,"url":"https://github.com/simranjeet97/top-machine-learning-algorithms-python","last_synced_at":"2025-04-11T00:22:05.699Z","repository":{"id":50646591,"uuid":"357490143","full_name":"simranjeet97/Top-Machine-Learning-Algorithms-Python","owner":"simranjeet97","description":"This Repository contains the Machine Learning Algorithms with Mathematical Explanation behind them along with Implementation in Python.","archived":false,"fork":false,"pushed_at":"2023-06-22T12:14:03.000Z","size":6590,"stargazers_count":11,"open_issues_count":0,"forks_count":8,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-24T21:11:12.287Z","etag":null,"topics":["data","data-analysis","data-science","data-structures","database","machine","machine-learning","machine-learning-algorithms","machine-learning-library","machine-learning-playlist","machinelearning","machinelearning-python","python","python-programming","python-script","python3","youtube","youtube-tutorial","youtube-tutorial-series"],"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/simranjeet97.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}},"created_at":"2021-04-13T09:06:14.000Z","updated_at":"2025-01-28T15:35:27.000Z","dependencies_parsed_at":"2022-09-01T19:10:44.965Z","dependency_job_id":null,"html_url":"https://github.com/simranjeet97/Top-Machine-Learning-Algorithms-Python","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/simranjeet97%2FTop-Machine-Learning-Algorithms-Python","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simranjeet97%2FTop-Machine-Learning-Algorithms-Python/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simranjeet97%2FTop-Machine-Learning-Algorithms-Python/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/simranjeet97%2FTop-Machine-Learning-Algorithms-Python/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/simranjeet97","download_url":"https://codeload.github.com/simranjeet97/Top-Machine-Learning-Algorithms-Python/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248318928,"owners_count":21083751,"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":["data","data-analysis","data-science","data-structures","database","machine","machine-learning","machine-learning-algorithms","machine-learning-library","machine-learning-playlist","machinelearning","machinelearning-python","python","python-programming","python-script","python3","youtube","youtube-tutorial","youtube-tutorial-series"],"created_at":"2024-11-14T10:46:50.715Z","updated_at":"2025-04-11T00:22:05.676Z","avatar_url":"https://github.com/simranjeet97.png","language":"Jupyter Notebook","readme":"# TopMachineLearning-Algorithms\nThis Repository contain the Machine Learning Algorithms with Mathematical Explanation behind them along with Implementation in Python.\n\n## 🗂 Articles or Blogs on Machine Learning Algorithms - Fully Explained\n- 📍 Linear Regression - https://lnkd.in/evx23x3r\n- 📍 Confusion Matrix - https://lnkd.in/emuG3Xgh\n- 📍 Logistic Regression - https://lnkd.in/eTPUJBrF\n- 📍 Regularization Techniques in Machine Learning - https://lnkd.in/e84ZnYxy\n- 📍 Support Vector Machines - https://lnkd.in/emur_6w5\n\n### 📺 YouTube Videos List\n\u003c!-- YOUTUBE:START --\u003e\n#### 💢 Basics of Machine Learning \n- [What is Machine Learning ? | Top Machine Learning Algorithms | Data Science and Statistics | Python](https://youtu.be/Dez9YWLPc3A)\n\n#### ⭕️ Regression Algorithms\n- [Machine Learning - Linear Regression | Top Machine Learning Algorithms | Data Science and Statistics](https://youtu.be/CUV41LwCpjk)\n- [Machine Learning - Polynomial Regression | Python | Top Machine Learning Algorithms | Data Science](https://youtu.be/MmwFGphQeo8)\n- [Machine Learning - Multiple Linear Regression | Python | Top Machine Learning Algorithms Full Course](https://youtu.be/LMeW_ja3g4c)\n- [Machine Learning - Problems in Polynomial Regression | Python | Top Machine Learning Algorithms](https://youtu.be/GF10XefNtWI)\n\n##### 🌲 Decision Tree Algorithms\n- [Machine Learning - What is Decision Tree? Working of Decision Tree | Top Machine Learning Algorithms](https://youtu.be/U3mlFqmEehs)\n- [Machine Learning - Regression Tree vs Classification Tree | Top Machine Learning Algorithms | Python](https://youtu.be/UAyvU-NdKio)\n- [How Decision Tree Decide from Where to Split | Top Machine Learning Algorithms | Python Data Science](https://youtu.be/jpobUO2dLow)\n\u003c!-- YOUTUBE:END --\u003e\n\n### More Video are Updated Daily, Keep Supporting and Subscribe the Youtube Channel.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimranjeet97%2Ftop-machine-learning-algorithms-python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsimranjeet97%2Ftop-machine-learning-algorithms-python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsimranjeet97%2Ftop-machine-learning-algorithms-python/lists"}