{"id":14979714,"url":"https://github.com/dataprofessor/youtube","last_synced_at":"2025-10-28T19:31:49.559Z","repository":{"id":112168817,"uuid":"327242650","full_name":"dataprofessor/youtube","owner":"dataprofessor","description":"Collection of YouTube videos on data science on the Data Professor YouTube channel.","archived":false,"fork":false,"pushed_at":"2021-02-26T09:21:33.000Z","size":42,"stargazers_count":33,"open_issues_count":0,"forks_count":8,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-09-24T03:30:54.572Z","etag":null,"topics":["bioinformatics","data-professor","data-science","data-science-toolbox","dataprofessor","datascience","machine-learning","machinelearning","python","python-data-science","r","scikit-learn","streamlit","youtube","youtube-channel"],"latest_commit_sha":null,"homepage":"http://youtube.com/dataprofessor","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/dataprofessor.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":"2021-01-06T08:06:36.000Z","updated_at":"2024-06-14T18:35:40.000Z","dependencies_parsed_at":"2023-05-10T19:30:36.928Z","dependency_job_id":null,"html_url":"https://github.com/dataprofessor/youtube","commit_stats":{"total_commits":31,"total_committers":1,"mean_commits":31.0,"dds":0.0,"last_synced_commit":"b064b034f521e28d54c4643155883749a5858827"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dataprofessor%2Fyoutube","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dataprofessor%2Fyoutube/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dataprofessor%2Fyoutube/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dataprofessor%2Fyoutube/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dataprofessor","download_url":"https://codeload.github.com/dataprofessor/youtube/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":219875834,"owners_count":16554708,"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":["bioinformatics","data-professor","data-science","data-science-toolbox","dataprofessor","datascience","machine-learning","machinelearning","python","python-data-science","r","scikit-learn","streamlit","youtube","youtube-channel"],"created_at":"2024-09-24T14:00:32.503Z","updated_at":"2025-10-28T19:31:49.161Z","avatar_url":"https://github.com/dataprofessor.png","language":null,"readme":"# Videos @ Data Professor YouTube channel\n\nPlaylists on the [Data Professor](http://youtube.com/dataprofessor) YouTube channel\n* [Streamlit (Web App in Python)](https://github.com/dataprofessor/youtube/blob/main/README.md#streamlit-web-app-in-python)\n* [Data Science 101](https://github.com/dataprofessor/youtube/blob/main/README.md#data-science-101)\n* [Data Science Toolbox](https://github.com/dataprofessor/youtube/blob/main/README.md#data-science-toolbox)\n\n\n## Streamlit (Web App in Python)\n\nGo to the [Streamlit (Web App in Python)](https://www.youtube.com/watch?v=ZZ4B0QUHuNc\u0026list=PLtqF5YXg7GLmCvTswG32NqQypOuYkPRUE) playlist on YouTube.\n\nNo. | Video | Title\n---|---|---\n1|\u003ca href=\"https://youtu.be/ZZ4B0QUHuNc\"\u003e\u003cimg src=\"http://img.youtube.com/vi/ZZ4B0QUHuNc/0.jpg\" alt=\"How to Build Your First Data Science Web App in Python - Streamlit Tutorial #1\" title=\"How to Build Your First Data Science Web App in Python - Streamlit Tutorial #1\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build Your First Data Science Web App in Python - Streamlit Tutorial #1](https://youtu.be/ZZ4B0QUHuNc)\n2|\u003ca href=\"https://youtu.be/8M20LyCZDOY\"\u003e\u003cimg src=\"http://img.youtube.com/vi/8M20LyCZDOY/0.jpg\" alt=\"How to Build a Simple Machine Learning Web App in Python - Streamlit Tutorial #2\" title=\"How to Build a Simple Machine Learning Web App in Python - Streamlit Tutorial #2\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build a Simple Machine Learning Web App in Python - Streamlit Tutorial #2](https://youtu.be/8M20LyCZDOY)\n3|\u003ca href=\"https://youtu.be/Eai1jaZrRDs\"\u003e\u003cimg src=\"http://img.youtube.com/vi/Eai1jaZrRDs/0.jpg\" alt=\"How to Build a Penguin Classification Web App in Python - Streamlit Tutorial #3\" title=\"How to Build a Penguin Classification Web App in Python - Streamlit Tutorial #3\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build a Penguin Classification Web App in Python - Streamlit Tutorial #3](https://youtu.be/Eai1jaZrRDs)\n4|\u003ca href=\"https://youtu.be/zK4Ch6e1zq8\"\u003e\u003cimg src=\"http://img.youtube.com/vi/zK4Ch6e1zq8/0.jpg\" alt=\"How to Deploy Data Science Web App to Heroku - Streamlit Tutorial #4\" title=\"How to Deploy Data Science Web App to Heroku - Streamlit Tutorial #4\" width=\"200\" /\u003e\u003c/a\u003e | [How to Deploy Data Science Web App to Heroku - Streamlit Tutorial #4](https://youtu.be/zK4Ch6e1zq8)\n5|\u003ca href=\"https://youtu.be/xiBXspqs0dk\"\u003e\u003cimg src=\"http://img.youtube.com/vi/xiBXspqs0dk/0.jpg\" alt=\"How to Build a Basketball Player Data Explorer Web App in Python - Streamlit Tutorial #5\" title=\"How to Build a Basketball Player Data Explorer Web App in Python - Streamlit Tutorial #5\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build a Basketball Player Data Explorer Web App in Python - Streamlit Tutorial #5](https://youtu.be/zK4Ch6e1zq8)\n6|\u003ca href=\"https://youtu.be/z5HfbXORZsg\"\u003e\u003cimg src=\"http://img.youtube.com/vi/z5HfbXORZsg/0.jpg\" alt=\"How to Build a Boston Housing Price Prediction Web App in Python - Streamlit Tutorial #6\" title=\"How to Build a Boston Housing Price Prediction Web App in Python - Streamlit Tutorial #6\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build a Boston Housing Price Prediction Web App in Python - Streamlit Tutorial #6](https://youtu.be/z5HfbXORZsg)\n7|\u003ca href=\"https://youtu.be/iZUH1qlgnys\"\u003e\u003cimg src=\"http://img.youtube.com/vi/iZUH1qlgnys/0.jpg\" alt=\"Building a Bioinformatics Web App in Python - Streamlit Tutorial #7\" title=\"Building a Bioinformatics Web App in Python - Streamlit Tutorial #7\" width=\"200\" /\u003e\u003c/a\u003e | [Building a Bioinformatics Web App in Python - Streamlit Tutorial #7](https://youtu.be/iZUH1qlgnys)\n8|\u003ca href=\"https://youtu.be/DD9tgg8ivbU\"\u003e\u003cimg src=\"http://img.youtube.com/vi/DD9tgg8ivbU/0.jpg\" alt=\"How to Build a Simple Bioinformatics Web App in Python - Streamlit Tutorial #8\" title=\"How to Build a Simple Bioinformatics Web App in Python - Streamlit Tutorial #8\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build a Simple Bioinformatics Web App in Python - Streamlit Tutorial #8](https://youtu.be/DD9tgg8ivbU)\n9|\u003ca href=\"https://youtu.be/zYSDlbr-8V8\"\u003e\u003cimg src=\"http://img.youtube.com/vi/zYSDlbr-8V8/0.jpg\" alt=\"How to Build a Football Data Web App in Python - Streamlit Tutorial #9\" title=\"How to Build a Football Data Web App in Python - Streamlit Tutorial #9\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build a Football Data Web App in Python - Streamlit Tutorial #9](https://youtu.be/zYSDlbr-8V8)\n10|\u003ca href=\"https://youtu.be/JUSFaWkAASI\"\u003e\u003cimg src=\"http://img.youtube.com/vi/JUSFaWkAASI/0.jpg\" alt=\"How to Build a Stocks Price Web App in Python - Streamlit Tutorial #10\" title=\"How to Build a Stocks Price Web App in Python - Streamlit Tutorial #10\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build a Stocks Price Web App in Python - Streamlit Tutorial #10](https://youtu.be/JUSFaWkAASI)\n11|\u003ca href=\"https://youtu.be/kXvmqg8hc70\"\u003e\u003cimg src=\"http://img.youtube.com/vi/kXvmqg8hc70/0.jpg\" alt=\"How to Deploy Data Science Web App to Streamlit Sharing - Streamlit Tutorial #11\" title=\"How to Deploy Data Science Web App to Streamlit Sharing - Streamlit Tutorial #11\" width=\"200\" /\u003e\u003c/a\u003e | [How to Deploy Data Science Web App to Streamlit Sharing - Streamlit Tutorial #11](https://youtu.be/kXvmqg8hc70)\n12|\u003ca href=\"https://youtu.be/OYsz4Ww0h3o\"\u003e\u003cimg src=\"http://img.youtube.com/vi/OYsz4Ww0h3o/0.jpg\" alt=\"How to Build a Cryptocurrency Price Web App - Streamlit Tutorial #12\" title=\"How to Build a Cryptocurrency Price Web App - Streamlit Tutorial #12\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build a Cryptocurrency Price Web App - Streamlit Tutorial #12](https://youtu.be/OYsz4Ww0h3o)\n13|\u003ca href=\"https://youtu.be/eT3JMZagMnE\"\u003e\u003cimg src=\"http://img.youtube.com/vi/eT3JMZagMnE/0.jpg\" alt=\"How to Build a Machine Learning App (Streamlit + Scikit-learn in Python)\" title=\"How to Build a Machine Learning App (Streamlit + Scikit-learn in Python)\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build a Machine Learning App (Streamlit + Scikit-learn in Python)](https://youtu.be/eT3JMZagMnE)\n14|\u003ca href=\"https://youtu.be/HT2WHLgYpxY\"\u003e\u003cimg src=\"http://img.youtube.com/vi/HT2WHLgYpxY/0.jpg\" alt=\"How to Build a Machine Learning Hyperparameter Optimization App (Streamlit + Scikit-learn + Python)\" title=\"How to Build a Machine Learning Hyperparameter Optimization App (Streamlit + Scikit-learn + Python)\" width=\"200\" /\u003e\u003c/a\u003e | [How to Build a Machine Learning Hyperparameter Optimization App (Streamlit + Scikit-learn + Python)](https://youtu.be/HT2WHLgYpxY)\n\n\n## Data Science 101\n\nGo to the [Data Science 101](https://www.youtube.com/watch?v=7XdoaQYwTeA\u0026list=PLtqF5YXg7GLn0WWB_wQx7wHrIvbs0EH2e) playlist on YouTube.\n\nNo | Video | Title\n---|---|---\n1|\u003ca href=\"https://youtu.be/oR670Txwh88\"\u003e\u003cimg src=\"http://img.youtube.com/vi/oR670Txwh88/0.jpg\" alt=\"The Art of Learning Data Science (How to learn data science in 2021)\" title=\"The Art of Learning Data Science (How to learn data science in 2021)\" width=\"200\" /\u003e\u003c/a\u003e | [The Art of Learning Data Science (How to learn data science in 2021)](https://youtu.be/oR670Txwh88)\n2|\u003ca href=\"https://youtu.be/7XdoaQYwTeA\"\u003e\u003cimg src=\"http://img.youtube.com/vi/7XdoaQYwTeA/0.jpg\" alt=\"Strategies for Learning Data Science in 2020\" title=\"Strategies for Learning Data Science in 2020\" width=\"200\" /\u003e\u003c/a\u003e | [Strategies for Learning Data Science in 2020](https://youtu.be/7XdoaQYwTeA)\n3|\u003ca href=\"https://youtu.be/fCXBaEnPzgo\"\u003e\u003cimg src=\"http://img.youtube.com/vi/fCXBaEnPzgo/0.jpg\" alt=\"Building your Data Science Portfolio with GitHub\" title=\"Building your Data Science Portfolio with GitHub\" width=\"200\" /\u003e\u003c/a\u003e | [Building your Data Science Portfolio with GitHub](https://youtu.be/fCXBaEnPzgo)\n\n\n\n## Data Science Toolbox\n\nGo to the [Data Science Toolbox](https://www.youtube.com/watch?v=vCBeGLpvoYM\u0026list=PLtqF5YXg7GLkskjS9D2PSIwKV6HUuWkXo) playlist on YouTube.\n\nNo | Video | Title\n---|---|---\n1|\u003ca href=\"https://youtu.be/URjJVEeZxxU\"\u003e\u003cimg src=\"http://img.youtube.com/vi/URjJVEeZxxU/0.jpg\" alt=\"How to Speed Up Data Cleaning and Exploratory Data Analysis in Python with klib\" title=\"How to Speed Up Data Cleaning and Exploratory Data Analysis in Python with klib\" width=\"200\" /\u003e\u003c/a\u003e | [How to Speed Up Data Cleaning and Exploratory Data Analysis in Python with klib](https://youtu.be/URjJVEeZxxU)\n\n\n\nMore will be added ...\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdataprofessor%2Fyoutube","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdataprofessor%2Fyoutube","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdataprofessor%2Fyoutube/lists"}