{"id":23401162,"url":"https://github.com/muhammadibrahim313/start-your-data-science-journey","last_synced_at":"2026-02-03T14:33:02.590Z","repository":{"id":267269299,"uuid":"900715589","full_name":"muhammadibrahim313/Start-Your-Data-Science-Journey","owner":"muhammadibrahim313","description":"In this Repo i will be Sharing all Resources that we will be Learning during December Data Science Workhops on iCode Guru","archived":false,"fork":false,"pushed_at":"2024-12-29T11:25:37.000Z","size":42118,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-08T20:48:55.878Z","etag":null,"topics":["btajicrew","data","data-science","eda","icodeguru","machine-learning","matplotlib","pandas","python"],"latest_commit_sha":null,"homepage":"https://www.linkedin.com/in/ibrahimqasmi313/","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/muhammadibrahim313.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":"2024-12-09T10:41:12.000Z","updated_at":"2025-01-03T10:29:17.000Z","dependencies_parsed_at":"2024-12-09T12:18:49.561Z","dependency_job_id":"dcb6d6f7-161a-40b0-ad03-2bdb39b8d80e","html_url":"https://github.com/muhammadibrahim313/Start-Your-Data-Science-Journey","commit_stats":null,"previous_names":["muhammadibrahim313/start-your-data-science-journey"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/muhammadibrahim313/Start-Your-Data-Science-Journey","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhammadibrahim313%2FStart-Your-Data-Science-Journey","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhammadibrahim313%2FStart-Your-Data-Science-Journey/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhammadibrahim313%2FStart-Your-Data-Science-Journey/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhammadibrahim313%2FStart-Your-Data-Science-Journey/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muhammadibrahim313","download_url":"https://codeload.github.com/muhammadibrahim313/Start-Your-Data-Science-Journey/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhammadibrahim313%2FStart-Your-Data-Science-Journey/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29047565,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-03T10:09:22.136Z","status":"ssl_error","status_checked_at":"2026-02-03T10:09:16.814Z","response_time":96,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["btajicrew","data","data-science","eda","icodeguru","machine-learning","matplotlib","pandas","python"],"created_at":"2024-12-22T11:14:38.113Z","updated_at":"2026-02-03T14:33:02.569Z","avatar_url":"https://github.com/muhammadibrahim313.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Start Your Data Science Journey Workshops Resources\n\n## Workshop 1\n- **Date:** 8th December\n- **Topic:** Start Your Data Science Journey with EDA\n- **Key Discussions:**\n  - Virtual environments\n  - EDA approach (theoretical)\n  - Pandas library\n- **Resources:**\n  - Materials available in Workshop 1 folder\n  - Recording link : https://www.facebook.com/share/v/15JDREYpUN/\n\n## Workshop 2\n- **Topic:** Data Science Journey - Part 2\n- **Focus Areas:**\n  - Data visualization libraries\n    - Seaborn\n    - Matplotlib\n  - Practical project by Sir Asim Khan\n  - Applying theoretical knowledge to real dataset\n- **Resources:**\n  - All materials in Workshop 2 folder\n  - Recording link : https://fb.watch/wx1eGIFqW-/\n    ## Workshop 3\n- **Date:** 22nd December\n- **Topic:** Mastering Data Analysis: From Raw Data to Valuable Insights\n- **Key Discussions:**\n  - Virtual environments\n  - How to Read your Meta data \n  - Complete END TO END project\n  - Auto EDA Techniques with custom functions nad sweetviz and pandas profilling\n- **Resources:**\n  - Materials available in Workshop 3 folder\n  - Recording link : https://www.facebook.com/share/v/1BPeMFVztF/\n  ## Workshop 4\n- **Date:** 29th December\n- **Topic:** Building a Pre-processing Pipeline for Machine Learning Modeling \n- **Key Discussions:**\n  - Missing Values (Custom Function)\n  - Outliers\n  - Scalling and Standardisation\n  - Encoding\n  \n- **Resources:**\n  - Materials available in Workshop 4 folder\n  - Recording link : https://web.facebook.com/share/v/1BRLDjwwH5/\n\n*\n\n\n\n\n# **Meet My team**\n\n\u003cdiv style=\"overflow-x: auto;\"\u003e\n  \u003ctable style=\"width: 100%; border-spacing: 20px; border-collapse: separate;\"\u003e\n    \u003ctr\u003e\n      \u003ctd align=\"center\" style=\"background: white; border-radius: 16px; box-shadow: 0 4px 15px rgba(0,0,0,0.1); padding: 20px; transition: transform 0.3s ease;\"\u003e\n        \u003ca href=\"https://github.com/muhammadibrahim313\"\n         style=\"text-decoration: none;\"\u003e\n          \u003cimg src=\"https://media.licdn.com/dms/image/v2/D4D03AQFCNX1cJg9J8w/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1732156800150?e=1740614400\u0026v=beta\u0026t=2MOLF830wcVEAr3lnzASMLNUZ6qk8gtwdUzG7cxXqzs\" width=\"120px\" style=\"border-radius: 50%; border: 4px solid #0077B5; margin-bottom: 10px;\" alt=\"TIJANI .S. OLALEKAN\"/\u003e\n          \u003cbr/\u003e\u003csub style=\"font-size: 1.1rem; color: #2c3e50;\"\u003e\u003cb\u003eMuhammad Ibrahim Qasmi \u003c/b\u003e\u003c/sub\u003e\n        \u003c/a\u003e\n        \u003cdiv style=\"margin-top: 15px; display: flex; gap: 10px; justify-content: center;\"\u003e\n          \u003ca href=\"https://www.linkedin.com/in/ibrahimqasmi313/\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white\" alt=\"LinkedIn\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n          \u003ca href=\"https://github.com/muhammadibrahim313\n          \" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/GitHub-100000?style=for-the-badge\u0026logo=github\u0026logoColor=white\" alt=\"GitHub\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n        \u003c/div\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" style=\"background: white; border-radius: 16px; box-shadow: 0 4px 15px rgba(0,0,0,0.1); padding: 20px; transition: transform 0.3s ease;\"\u003e\n        \u003ca href=\"https://www.linkedin.com/in/ahmad-fakhar-357742258/\" style=\"text-decoration: none;\"\u003e\n          \u003cimg src=\"https://github.com/Ahmad-Fakhar.png\" width=\"120px\" style=\"border-radius: 50%; border: 4px solid #0077B5; margin-bottom: 10px;\" alt=\"Ahmad Fakhar\"/\u003e\n          \u003cbr/\u003e\u003csub style=\"font-size: 1.1rem; color: #2c3e50;\"\u003e\u003cb\u003eAhmad Fakhar\u003c/b\u003e\u003c/sub\u003e\n        \u003c/a\u003e\n        \u003cdiv style=\"margin-top: 15px; display: flex; gap: 10px; justify-content: center;\"\u003e\n          \u003ca href=\"https://www.linkedin.com/in/ahmad-fakhar-357742258/\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white\" alt=\"LinkedIn\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n          \u003ca href=\"https://github.com/Ahmad-Fakhar\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/GitHub-100000?style=for-the-badge\u0026logo=github\u0026logoColor=white\" alt=\"GitHub\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n        \u003c/div\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" style=\"background: white; border-radius: 16px; box-shadow: 0 4px 15px rgba(0,0,0,0.1); padding: 20px; transition: transform 0.3s ease;\"\u003e\n        \u003ca href=\"https://github.com/devtayyabsajjad\" style=\"text-decoration: none;\"\u003e\n          \u003cimg src=\"https://github.com/devtayyabsajjad.png\" width=\"120px\" style=\"border-radius: 50%; border: 4px solid #0077B5; margin-bottom: 10px;\" alt=\"John Doe\"/\u003e\n          \u003cbr/\u003e\u003csub style=\"font-size: 1.1rem; color: #2c3e50;\"\u003e\u003cb\u003eTayyab Sajjad\u003c/b\u003e\u003c/sub\u003e\n        \u003c/a\u003e\n        \u003cdiv style=\"margin-top: 15px; display: flex; gap: 10px; justify-content: center;\"\u003e\n          \u003ca href=\"https://www.linkedin.com/in/devtayyabsajjad/\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white\" alt=\"LinkedIn\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n          \u003ca href=\"https://github.com/devtayyabsajjad\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/GitHub-100000?style=for-the-badge\u0026logo=github\u0026logoColor=white\" alt=\"GitHub\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n        \u003c/div\u003e\n      \u003c/td\u003e\n    \u003c/tr\u003e\n    \u003ctr\u003e\n      \u003ctd align=\"center\" style=\"background: white; border-radius: 16px; box-shadow: 0 4px 15px rgba(0,0,0,0.1); padding: 20px; transition: transform 0.3s ease;\"\u003e\n        \u003ca href=\"https://github.com/bilal77511\" style=\"text-decoration: none;\"\u003e\n          \u003cimg src=\"https://github.com/bilal77511.png\" width=\"120px\" style=\"border-radius: 50%; border: 4px solid #0077B5; margin-bottom: 10px;\" alt=\"Jane Smith\"/\u003e\n          \u003cbr/\u003e\u003csub style=\"font-size: 1.1rem; color: #2c3e50;\"\u003e\u003cb\u003eMuhammad Bilal\u003c/b\u003e\u003c/sub\u003e\n        \u003c/a\u003e\n        \u003cdiv style=\"margin-top: 15px; display: flex; gap: 10px; justify-content: center;\"\u003e\n          \u003ca href=\"https://www.linkedin.com/in/muhammad-bilal-a75782280/\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white\" alt=\"LinkedIn\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n          \u003ca href=\"https://github.com/bilal77511\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/GitHub-100000?style=for-the-badge\u0026logo=github\u0026logoColor=white\" alt=\"GitHub\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n        \u003c/div\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" style=\"background: white; border-radius: 16px; box-shadow: 0 4px 15px rgba(0,0,0,0.1); padding: 20px; transition: transform 0.3s ease;\"\u003e\n        \u003ca href=\"https://github.com/mj-awad17/\" style=\"text-decoration: none;\"\u003e\n          \u003cimg src=\"https://github.com/mj-awad17.png\" width=\"120px\" style=\"border-radius: 50%; border: 4px solid #0077B5; margin-bottom: 10px;\" alt=\"Alex Jones\"/\u003e\n          \u003cbr/\u003e\u003csub style=\"font-size: 1.1rem; color: #2c3e50;\"\u003e\u003cb\u003eMuhammad Jawad\u003c/b\u003e\u003c/sub\u003e\n        \u003c/a\u003e\n        \u003cdiv style=\"margin-top: 15px; display: flex; gap: 10px; justify-content: center;\"\u003e\n          \u003ca href=\"https://www.linkedin.com/in/muhammad-jawad-86507b201/\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white\" alt=\"LinkedIn\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n          \u003ca href=\"https://github.com/mj-awad17/\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/GitHub-100000?style=for-the-badge\u0026logo=github\u0026logoColor=white\" alt=\"GitHub\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n        \u003c/div\u003e\n      \u003c/td\u003e\n      \u003ctd align=\"center\" style=\"background: white; border-radius: 16px; box-shadow: 0 4px 15px rgba(0,0,0,0.1); padding: 20px; transition: transform 0.3s ease;\"\u003e\n        \u003ca href=\"https://github.com/Asimbaloch\" style=\"text-decoration: none;\"\u003e\n          \u003cimg src=\"https://github.com/Asimbaloch.png\" width=\"120px\" style=\"border-radius: 50%; border: 4px solid #0077B5; margin-bottom: 10px;\" alt=\"Olivia Williams\"/\u003e\n          \u003cbr/\u003e\u003csub style=\"font-size: 1.1rem; color: #2c3e50;\"\u003e\u003cb\u003eAsim Khan\u003c/b\u003e\u003c/sub\u003e\n        \u003c/a\u003e\n        \u003cdiv style=\"margin-top: 15px; display: flex; gap: 10px; justify-content: center;\"\u003e\n          \u003ca href=\"https://www.linkedin.com/in/asim-khan-baloch/\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white\" alt=\"LinkedIn\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n          \u003ca href=\"https://github.com/Asimbaloch\" style=\"text-decoration: none;\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/GitHub-100000?style=for-the-badge\u0026logo=github\u0026logoColor=white\" alt=\"GitHub\" width=\"100px\" style=\"border-radius: 6px; transition: opacity 0.3s ease;\"/\u003e\n          \u003c/a\u003e\n        \u003c/div\u003e\n      \u003c/td\u003e\n    \u003c/tr\u003e\n  \u003c/table\u003e\n\u003c/div\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuhammadibrahim313%2Fstart-your-data-science-journey","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmuhammadibrahim313%2Fstart-your-data-science-journey","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuhammadibrahim313%2Fstart-your-data-science-journey/lists"}