{"id":27939063,"url":"https://github.com/mahraibfatima/machinelearning","last_synced_at":"2025-05-07T08:59:14.764Z","repository":{"id":217280023,"uuid":"743468055","full_name":"MahraibFatima/MachineLearning","owner":"MahraibFatima","description":"This repository offers a collection of basic hands-on machine learning concepts.","archived":false,"fork":false,"pushed_at":"2024-07-03T07:22:30.000Z","size":6812,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-07T08:59:10.731Z","etag":null,"topics":["classification","cost-function","gradient-descent","linear-regression","machine-learning","supervised-learning"],"latest_commit_sha":null,"homepage":"","language":null,"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/MahraibFatima.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":"2024-01-15T09:56:19.000Z","updated_at":"2024-07-03T07:22:34.000Z","dependencies_parsed_at":"2024-05-19T08:39:14.364Z","dependency_job_id":null,"html_url":"https://github.com/MahraibFatima/MachineLearning","commit_stats":null,"previous_names":["mahraibfatima/machinelearning-","mahraibfatima/machinelearning"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MahraibFatima%2FMachineLearning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MahraibFatima%2FMachineLearning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MahraibFatima%2FMachineLearning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MahraibFatima%2FMachineLearning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MahraibFatima","download_url":"https://codeload.github.com/MahraibFatima/MachineLearning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252847474,"owners_count":21813451,"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":["classification","cost-function","gradient-descent","linear-regression","machine-learning","supervised-learning"],"created_at":"2025-05-07T08:59:14.126Z","updated_at":"2025-05-07T08:59:14.753Z","avatar_url":"https://github.com/MahraibFatima.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Hands-On Machine Learning Concepts from deeplearning.AI\n\nWelcome to the Hands-On Machine Learning Concepts repository! This collection features fundamental concepts and hands-on exercises extracted from the My own Machine learning journey. taking notes from various resources from where I learnt!\n\n## Topics Covered or Planned\n\n- [Machine Learning Core](https://github.com/MahraibFatima/MachineLearning/blob/main/%231-MachineLearning.md)\n- [Supervised Learning Core](https://github.com/MahraibFatima/MachineLearning/blob/main/supervisedLearning.md)\n- [Unsupervised Learning Core](https://github.com/MahraibFatima/MachineLearning/blob/main/%231.2%20UnsupervisedLearning.md)\n- [Reinforcement Learning Core](https://github.com/MahraibFatima/MachineLearning/blob/main/%231.3-ReinforcementLearning.md)\n- Deep Learning\n- Applied Machine Learning\n- Machine Learning Algorithm\n- Exploratory Data Analysis (EDA).\n- [Linear Regression](https://github.com/MahraibFatima/MachineLearning/blob/main/%232-LinearRegression.md)\n- Classification\n- [Gradient Descent](https://github.com/MahraibFatima/MachineLearning/blob/main/%234-GradientDescent.md)\n- [Cost Function Optimization](https://github.com/MahraibFatima/MachineLearning/blob/main/%232-LinearRegression.md)\n- Mathematics\n\n\n## Getting Started\n\n1. **Explore the files corresponding to each concept.**\n2. **Dive into the hands-on exercises and code examples.**\n\n\n**Happy Learning!** ✨\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmahraibfatima%2Fmachinelearning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmahraibfatima%2Fmachinelearning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmahraibfatima%2Fmachinelearning/lists"}