{"id":24890615,"url":"https://github.com/adnaen/machine-learning-notes","last_synced_at":"2025-03-27T12:44:45.554Z","repository":{"id":262078324,"uuid":"886149491","full_name":"adnaen/machine-learning-notes","owner":"adnaen","description":"A collection of  insightful ML notes 🤖  from my learning journey , 🤗 feel free to explore and learn!","archived":false,"fork":false,"pushed_at":"2025-03-21T07:24:21.000Z","size":1006,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-21T08:26:29.296Z","etag":null,"topics":["learn-machine-learning","machine-learning-fundamentals","supervised-learning-algorithms"],"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/adnaen.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":"2024-11-10T10:37:35.000Z","updated_at":"2025-03-21T07:24:24.000Z","dependencies_parsed_at":null,"dependency_job_id":"4c5cdeec-0a0f-4c84-8007-e633da01630b","html_url":"https://github.com/adnaen/machine-learning-notes","commit_stats":null,"previous_names":["adnaaaen/machine-learning","adnaaaen/machine-learning-notes","adnaen/machine-learning-notes"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adnaen%2Fmachine-learning-notes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adnaen%2Fmachine-learning-notes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adnaen%2Fmachine-learning-notes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adnaen%2Fmachine-learning-notes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/adnaen","download_url":"https://codeload.github.com/adnaen/machine-learning-notes/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245850257,"owners_count":20682636,"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":["learn-machine-learning","machine-learning-fundamentals","supervised-learning-algorithms"],"created_at":"2025-02-01T17:17:09.797Z","updated_at":"2025-03-27T12:44:45.527Z","avatar_url":"https://github.com/adnaen.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"This is a living document where I record my learning journey in machine learning. Contributors are welcome to enhance and expand these notes.\n\nI continuously update this repository as I learn more-currently, I’m at the **Tree Based Models** stage.\n\n## Why These Notes\n\nThese notes aim to:\n\n- Simplify complex machine learning concepts.\n- Provide a step-by-step learning path for aspiring ML enthusiasts.\n- Offer Python code implementations from scratch to build a solid understanding of models and algorithms.\n\n\u003e [!NOTE]\n\u003e Pre-requisites:\n\u003e Before diving into machine learning, make sure you are familiar with essential data skills like:  \n\u003e\n\u003e - Python\n\u003e - Data Analysis\n\u003e - Exploratory Data Analysis (EDA)\n\u003e - Data Preprocessing\n\n## Learning Path 🚀\n\n1. [**Grasp the Fundamentals**](./fundamentals/)\n2. [**Models**](./models/)\n3. [**Model Selection**](./model-selection/)\n4. [**Model Optimization**](./optimzation/)\n5. [**Evaluation Metrics**](./evaluation-metrics/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadnaen%2Fmachine-learning-notes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadnaen%2Fmachine-learning-notes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadnaen%2Fmachine-learning-notes/lists"}