{"id":50297917,"url":"https://github.com/2100031988/programming_for_aiml_codes","last_synced_at":"2026-05-28T10:04:33.799Z","repository":{"id":355952398,"uuid":"1210345339","full_name":"2100031988/programming_for_aiml_codes","owner":"2100031988","description":"All of my descriptive code are published here and is updated everyday as I learn new concepts","archived":false,"fork":false,"pushed_at":"2026-05-24T10:15:11.000Z","size":49,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2026-05-24T11:27:16.853Z","etag":null,"topics":["dataset","numpy","pandas","pipeline","python","visual-studio","visualization"],"latest_commit_sha":null,"homepage":"","language":"Python","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/2100031988.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-04-14T10:20:49.000Z","updated_at":"2026-05-24T10:17:02.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/2100031988/programming_for_aiml_codes","commit_stats":null,"previous_names":["2100031988/programming_for_aiml_codes"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/2100031988/programming_for_aiml_codes","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2100031988%2Fprogramming_for_aiml_codes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2100031988%2Fprogramming_for_aiml_codes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2100031988%2Fprogramming_for_aiml_codes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2100031988%2Fprogramming_for_aiml_codes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/2100031988","download_url":"https://codeload.github.com/2100031988/programming_for_aiml_codes/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2100031988%2Fprogramming_for_aiml_codes/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33603475,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-05-28T02:00:06.440Z","response_time":99,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["dataset","numpy","pandas","pipeline","python","visual-studio","visualization"],"created_at":"2026-05-28T10:04:30.836Z","updated_at":"2026-05-28T10:04:33.794Z","avatar_url":"https://github.com/2100031988.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003eProgramming for AI/ML 🤖\u003c/h1\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Python-3.8+-blue?logo=python\" alt=\"Python\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/NumPy-Enabled-orange?logo=numpy\" alt=\"NumPy\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Pandas-Enabled-green?logo=pandas\" alt=\"Pandas\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/License-MIT-lightgrey\" alt=\"License\"\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"#overview\"\u003eOverview\u003c/a\u003e •\n  \u003ca href=\"#topics-covered\"\u003eTopics\u003c/a\u003e •\n  \u003ca href=\"#project-structure\"\u003eStructure\u003c/a\u003e •\n  \u003ca href=\"#daily-workflow\"\u003eWorkflow\u003c/a\u003e\n\u003c/p\u003e\n\n---\n\n## Overview\n\nThis repository contains all of my **AI/ML learning journey** — from NumPy basics to Neural Networks. Every file here represents a concept I studied, practiced, or was assessed on during my programming for AI/ML course.\n\n**What you'll find here:**\n\n1. Daily practice files and workshop practicals\n2. NumPy and Pandas exercises\n3. Neural Networks and ML pipeline implementations\n\n---\n\n## Topics Covered\n\n| Topic | Files |\n|---|---|\n| NumPy Essentials | `numpy_essentials_w3schools.py`, `numpy_ufuncs_w3schools.py` |\n| NumPy Practice | `numpy_practice_13april.py`, `numpy_workshop_practical_practice_week5.py` |\n| Pandas | `LEARNING_PANDAS.py` |\n| Neural Networks | `neural_networks.py` |\n| ML Pipelines | `ai_ml_workflow.py`, `practising_aiml_workflow.py` |\n| Weekly Practicals | `practical_week3.py`, `task2_practical_week3.py`, `week5_workshop.py` |\n| Models | `models.py`, `sorting.py` |\n\n---\n\n## Project Structure\n\n```bash\nprogramming_for_ai/\n│\n├── numpy_essentials_w3schools.py\n├── numpy_ufuncs_w3schools.py\n├── numpy_practice_13april.py\n├── numpy_workshop_practical_practice_week5.py\n│\n├── LEARNING_PANDAS.py\n├── models.py\n│\n├── neural_networks.py\n│\n├── ai_ml_workflow.py\n├── practising_aiml_workflow.py\n├── practical_aiml_workflow.py\n│\n├── practical_week3.py\n├── task2_practical_week3.py\n├── week5_workshop.py\n├── workshop_week2.py\n│\n├── sorting.py\n├── main.py\n├── practice.py\n├── data.csv\n└── README.md\n```\n\n---\n\n## Daily Workflow\n\nThis repo is updated daily as I learn new concepts:\n\n```bash\ngit add .\ngit commit -m \"what I learned today\"\ngit push origin master\n```\n\n---\n\n## Contributors\n\n**Sabyasachi Kumar**\n\n---\n\n## License\n\nThis project is licensed under the [MIT License](LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F2100031988%2Fprogramming_for_aiml_codes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F2100031988%2Fprogramming_for_aiml_codes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F2100031988%2Fprogramming_for_aiml_codes/lists"}