https://github.com/dataprofessor/youtube

Collection of YouTube videos on data science on the Data Professor YouTube channel.
https://github.com/dataprofessor/youtube

bioinformatics data-professor data-science data-science-toolbox dataprofessor datascience machine-learning machinelearning python python-data-science r scikit-learn streamlit youtube youtube-channel

Last synced: about 1 month ago
JSON representation

Collection of YouTube videos on data science on the Data Professor YouTube channel.

• Host: GitHub
• URL: https://github.com/dataprofessor/youtube
• Owner: dataprofessor
• Created: 2021-01-06T08:06:36.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-02-26T09:21:33.000Z (over 3 years ago)
• Last Synced: 2024-09-24T03:30:54.572Z (about 2 months ago)
• 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
• Homepage: http://youtube.com/dataprofessor
• Size: 41 KB
• Stars: 33
• Watchers: 2
• Forks: 8
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Videos @ Data Professor YouTube channel

Playlists on the [Data Professor](http://youtube.com/dataprofessor) YouTube channel

* [Streamlit (Web App in Python)](https://github.com/dataprofessor/youtube/blob/main/README.md#streamlit-web-app-in-python)

* [Data Science 101](https://github.com/dataprofessor/youtube/blob/main/README.md#data-science-101)

* [Data Science Toolbox](https://github.com/dataprofessor/youtube/blob/main/README.md#data-science-toolbox)

## Streamlit (Web App in Python)

Go to the [Streamlit (Web App in Python)](https://www.youtube.com/watch?v=ZZ4B0QUHuNc&list=PLtqF5YXg7GLmCvTswG32NqQypOuYkPRUE) playlist on YouTube.

No. | Video | Title

---|---|---

1| | [How to Build Your First Data Science Web App in Python - Streamlit Tutorial #1](https://youtu.be/ZZ4B0QUHuNc)

2| | [How to Build a Simple Machine Learning Web App in Python - Streamlit Tutorial #2](https://youtu.be/8M20LyCZDOY)

3| | [How to Build a Penguin Classification Web App in Python - Streamlit Tutorial #3](https://youtu.be/Eai1jaZrRDs)

4| | [How to Deploy Data Science Web App to Heroku - Streamlit Tutorial #4](https://youtu.be/zK4Ch6e1zq8)

5| | [How to Build a Basketball Player Data Explorer Web App in Python - Streamlit Tutorial #5](https://youtu.be/zK4Ch6e1zq8)

6| | [How to Build a Boston Housing Price Prediction Web App in Python - Streamlit Tutorial #6](https://youtu.be/z5HfbXORZsg)

7| | [Building a Bioinformatics Web App in Python - Streamlit Tutorial #7](https://youtu.be/iZUH1qlgnys)

8| | [How to Build a Simple Bioinformatics Web App in Python - Streamlit Tutorial #8](https://youtu.be/DD9tgg8ivbU)

9| | [How to Build a Football Data Web App in Python - Streamlit Tutorial #9](https://youtu.be/zYSDlbr-8V8)

10| | [How to Build a Stocks Price Web App in Python - Streamlit Tutorial #10](https://youtu.be/JUSFaWkAASI)

11| | [How to Deploy Data Science Web App to Streamlit Sharing - Streamlit Tutorial #11](https://youtu.be/kXvmqg8hc70)

12| | [How to Build a Cryptocurrency Price Web App - Streamlit Tutorial #12](https://youtu.be/OYsz4Ww0h3o)

13| | [How to Build a Machine Learning App (Streamlit + Scikit-learn in Python)](https://youtu.be/eT3JMZagMnE)

14| | [How to Build a Machine Learning Hyperparameter Optimization App (Streamlit + Scikit-learn + Python)](https://youtu.be/HT2WHLgYpxY)

## Data Science 101

Go to the [Data Science 101](https://www.youtube.com/watch?v=7XdoaQYwTeA&list=PLtqF5YXg7GLn0WWB_wQx7wHrIvbs0EH2e) playlist on YouTube.

No | Video | Title

---|---|---

1| | [The Art of Learning Data Science (How to learn data science in 2021)](https://youtu.be/oR670Txwh88)

2| | [Strategies for Learning Data Science in 2020](https://youtu.be/7XdoaQYwTeA)

3| | [Building your Data Science Portfolio with GitHub](https://youtu.be/fCXBaEnPzgo)

## Data Science Toolbox

Go to the [Data Science Toolbox](https://www.youtube.com/watch?v=vCBeGLpvoYM&list=PLtqF5YXg7GLkskjS9D2PSIwKV6HUuWkXo) playlist on YouTube.

No | Video | Title

---|---|---

1| | [How to Speed Up Data Cleaning and Exploratory Data Analysis in Python with klib](https://youtu.be/URjJVEeZxxU)

More will be added ...