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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