Build 12 Data Science Apps with Python and Streamlit – Full Course

freeCodeCamp.org

Learn how to build interactive and data-driven web apps in Python using the Streamlit library.

✏️ Course developed by Chanin Nantasenamat (aka Data Professor). Check out his YouTube channel for more data science tutorials: http://youtube.com/dataprofessor
🔗 And Medium blog posts for more data science tutorials: https://data-professor.medium.com/

⭐️ Course Contents ⭐️
⌨️ (0:00) Introduction
⌨️ (2:54) 1. Simple Stock Price
⌨️ (13:24) 2. Simple Bioinformatics DNA Count
⌨️ (29:44) 3. EDA Basketball
⌨️ (50:39) 4. EDA Football
⌨️ (1:00:48) 5. EDA SP500 Stock Price
⌨️ (1:24:03) 6. EDA Cryptocurrency
⌨️ (1:50:47) 7. Classification Iris
⌨️ (1:58:58) 8. Classification Penguins
⌨️ (2:16:08) 9. Regression Boston Housing
⌨️ (2:27:53) 10. Regression Bioinformatics Solubility
⌨️ (2:54:27) 11. Deploy to Heroku
⌨️ (3:04:37) 12. Deploy to Streamlit Sharing

⭐️ Code ⭐️
💻 1. Simple Stock Pric
https://github.com/dataprofessor/streamlit_freecodecamp/tree/main/app_1_simple_stock_price
💻 2. Simple Bioinformatics DNA Coun
https://github.com/dataprofessor/streamlit_freecodecamp/tree/main/app_2_simple_bioinformatics_dna
💻 3. EDA Basketbal
https://github.com/dataprofessor/streamlit_freecodecamp/tree/main/app_3_eda_basketball
💻 4. EDA Footbal
https://github.com/dataprofessor/streamlit_freecodecamp/tree/main/app_4_eda_football
💻 5. EDA SP500 Stock Pric
https://github.com/dataprofessor/streamlit_freecodecamp/tree/main/app_5_eda_sp500_stock
💻 6. EDA Cryptocurrenc
https://github.com/dataprofessor/streamlit_freecodecamp/tree/main/app_6_eda_cryptocurrency
💻 7. Classification Iri
https://github.com/dataprofessor/streamlit_freecodecamp/tree/main/app_7_classificatio_iris
💻 8. Classification Penguin
https://github.com/dataprofessor/streamlit_freecodecamp/tree/main/app_8_classification_penguins
💻 9. Regression Boston Housin
https://github.com/dataprofessor/streamlit_freecodecamp/tree/main/app_9_regression_boston_housing
💻 10. Regression Bioinformatics Solubilit
https://github.com/dataprofessor/streamlit_freecodecamp/tree/main/app_10_regression_bioinformatics_solubility
💻 11. Deploy to Heroku
https://github.com/dataprofessor/penguins-heroku

⭐️ More ways to connect with Chanin Nantasenamat ⭐️
✅ Website: http://dataprofessor.org/
✅ Newsletter: http://newsletter.dataprofessor.org
✅ Twitter: https://twitter.com/thedataprof/
✅ FaceBook: http://facebook.com/dataprofessor/
✅ Instagram: https://www.instagram.com/data.professor/
✅ LinkedIn: https://www.linkedin.com/in/chanin-nantasenamat/
✅ GitHub: https://github.com/dataprofessor/

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