{"id":18337069,"url":"https://github.com/jstobigdata/master-the-data-science","last_synced_at":"2025-04-09T19:57:14.129Z","repository":{"id":107810014,"uuid":"392736863","full_name":"jstobigdata/Master-the-Data-Science","owner":"jstobigdata","description":"Learn the various tools and technologies used in Data Science and Machine Learning","archived":false,"fork":false,"pushed_at":"2024-04-12T11:43:36.000Z","size":1461,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-09T19:57:10.159Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/jstobigdata.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":"2021-08-04T15:20:57.000Z","updated_at":"2022-03-10T03:32:49.000Z","dependencies_parsed_at":"2024-04-12T13:04:08.638Z","dependency_job_id":null,"html_url":"https://github.com/jstobigdata/Master-the-Data-Science","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jstobigdata%2FMaster-the-Data-Science","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jstobigdata%2FMaster-the-Data-Science/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jstobigdata%2FMaster-the-Data-Science/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jstobigdata%2FMaster-the-Data-Science/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jstobigdata","download_url":"https://codeload.github.com/jstobigdata/Master-the-Data-Science/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248103910,"owners_count":21048245,"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":[],"created_at":"2024-11-05T20:09:58.607Z","updated_at":"2025-04-09T19:57:14.108Z","avatar_url":"https://github.com/jstobigdata.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Master-the-Data-Science\nLearn the various tools and technologies used in Data Science and Machine Learning\n\n## 01 - NumPy - [Complete NumPy Tutorial for Beginners](https://www.youtube.com/watch?v=KrWcRePnq8U)\n\n## 02 - Pandas - [Complete Pandas Tutorial for Beginners]\n- [Getting started with Pandas - Learn DataFrames and Series](https://www.youtube.com/watch?v=3P_NB4npXZY\u0026list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw)\n- [Basic Data Explorations in Pandas, df.info(), describe(), index, mean(), tail(), head()](https://www.youtube.com/watch?v=3P_NB4npXZY\u0026list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw)\n- [Indexing, Slicing and Stacking the Dataframe in Pandas](https://www.youtube.com/watch?v=upBlReA89T4\u0026list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw\u0026index=3)\n- [Filtering of Data in Pandas](https://www.youtube.com/watch?v=cJJ_QQGWcYQ\u0026list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw\u0026index=4)\n- [GroupBy, Aggregate in Pandas](https://www.youtube.com/watch?v=RP91UDJNFJU\u0026list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw\u0026index=5)\n- [Handle Time Series Data in Pandas](https://www.youtube.com/watch?v=NwKPwkCBYrY\u0026list=PL1xVF1dBM4bmy13VIiL0mD8mZQ40XePWw\u0026index=6)\n\n## 03 - Data Visualizations - Comlete Data Visualisation Tutorial for Beginners\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjstobigdata%2Fmaster-the-data-science","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjstobigdata%2Fmaster-the-data-science","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjstobigdata%2Fmaster-the-data-science/lists"}