{"id":21470987,"url":"https://github.com/saadarazzaq/one-shot-linear-regression","last_synced_at":"2025-03-17T06:45:26.837Z","repository":{"id":189230028,"uuid":"680297562","full_name":"SaadARazzaq/One-Shot-Linear-Regression","owner":"SaadARazzaq","description":"The Only Must Have Source and Resource You Need, to Learn Univariate Linear Regression 🔥","archived":false,"fork":false,"pushed_at":"2023-08-18T21:06:09.000Z","size":383,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-23T16:14:31.045Z","etag":null,"topics":["python-tutorial","simple-linear-regression"],"latest_commit_sha":null,"homepage":"","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/SaadARazzaq.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}},"created_at":"2023-08-18T20:48:49.000Z","updated_at":"2024-03-01T14:35:12.000Z","dependencies_parsed_at":"2023-08-18T22:27:50.901Z","dependency_job_id":null,"html_url":"https://github.com/SaadARazzaq/One-Shot-Linear-Regression","commit_stats":null,"previous_names":["saadarazzaq/one-shot-linear-regression"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SaadARazzaq%2FOne-Shot-Linear-Regression","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SaadARazzaq%2FOne-Shot-Linear-Regression/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SaadARazzaq%2FOne-Shot-Linear-Regression/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SaadARazzaq%2FOne-Shot-Linear-Regression/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SaadARazzaq","download_url":"https://codeload.github.com/SaadARazzaq/One-Shot-Linear-Regression/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243988956,"owners_count":20379649,"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":["python-tutorial","simple-linear-regression"],"created_at":"2024-11-23T09:30:11.182Z","updated_at":"2025-03-17T06:45:26.814Z","avatar_url":"https://github.com/SaadARazzaq.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# One Shot Linear Regression 📈\n\n\n![image](https://github.com/SaadARazzaq/One-Shot-Linear-Regression/assets/123338307/a688808a-2a8f-425a-9498-c5ae84b4cc38)\n\nWelcome to the \"One Shot Linear Regression\" repository! 🚀 This repository is your gateway to mastering univariate linear regression, a fundamental concept in machine learning and data analysis. Whether you're a beginner eager to learn or an enthusiast looking to solidify your understanding, we're here to make your journey exciting and informative! 🌟\n\n## Introduction 📚\n\nLinear regression is a cornerstone of predictive modeling. In this repository, we dive into the fascinating thing called as **univariate linear regression**, where we predict a target variable using a single input feature. Our mission is clear: demystify linear regression alongside the python code 🐍 to have you know how to implement the concepts as well..\n\n## Getting Started 🏁\n\n1. **Clone this Repository:**\n   ```bash\n   git clone https://github.com/saadarazzaq/One-Shot-Linear-Regression.git\n   cd One-Shot-Linear-Regression\n\n2. **Install Essential Dependencies:**\n   ```bash\n   pip install -r requirements.txt\n\n3. **Fire Up Jupyter Notebook:**\n   ```bash\n   jupyter notebook\n\n## Intuitions 🧠\n\nBuild deep intuitions as you:\n\n- Grasp how the model's w and b affect the line's slope and position.\n- Explore the connection between data visualization and model accuracy.\n- Get hands-on with predictions and understand how they're derived.\n\n## Contributing 🤝\n\nWe encourage contributions! If you have enhancements or additional examples to share, open an issue or submit a pull request.\n\n\n# Our goal is to make your learning engaging and impactful! Share feedback, suggest improvements, and embark on your learning adventure today!\n\n```bash\nCreated with ❤️ by Saad\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaadarazzaq%2Fone-shot-linear-regression","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsaadarazzaq%2Fone-shot-linear-regression","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaadarazzaq%2Fone-shot-linear-regression/lists"}