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




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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://medium.com/@chanin.nantasenamat

⭐️ 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/

Learn to code for free and get a developer job: https://www.freecodecamp.org

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And subscribe for new videos on technology every day: https://youtube.com/subscription_center?add_user=freecodecamp

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Comment List

  • freeCodeCamp.org
    January 7, 2021

    Hi friends, thanks for watching! Hope you enjoyed learning about building data-driven web apps in Python using Streamlit.
    Be sure to check out my YouTube channel and connect with me on social media for more Data Science contents!
    👉 Data Professor @ YouTube https://www.youtube.com/dataprofessor?sub_confirmation=1
    👉 Data Professor @ Medium https://medium.com/@chanin.nantasenamat
    👉 Data Professor Newsletter http://newsletter.dataprofessor.org
    👉 Data Professor Twitter: https://twitter.com/thedataprof/
    👉 Data Professor GitHub https://github.com/dataprofessor/

  • freeCodeCamp.org
    January 7, 2021

    Amazing video tutorial!
    One question, is there any tutorial that shows how to implement streamlit to a wordpress site? I want to implement some Data Science projects into a resume homepage which I build with wordpress but couldnt find any realy guidance on how to implement streamlit on wordpress.

  • freeCodeCamp.org
    January 7, 2021

    It's a shame streamlit is NOT "get started instantly" as advertised :/ (at least on Windows):
    on python 3.8 "error: Microsoft Visual C++ 14.0 is required."
    on 3.9 you need to get the dev version of pyarrow in addition
    (all this infos you have to dig on the streamlit Disqus, instantly of course…)
    I will downgrade to 3.8 and install VisC++14 but I wonder what's the advantage of streamlit over dash.ploty ?

  • freeCodeCamp.org
    January 7, 2021

    Wait.. what is ur name? 😛

  • freeCodeCamp.org
    January 7, 2021

    Great videos sir

  • freeCodeCamp.org
    January 7, 2021

    I want to teach myself to code. Can someone help me with any suggestions on a used laptop that can handle python, Linux or just freecodecamp lessons? I was thinking about a Lenovo Thinkpad t450s but not sure if it’s too old and slow to keep up with 2021

  • freeCodeCamp.org
    January 7, 2021

    i just want to say i love you guys

  • freeCodeCamp.org
    January 7, 2021

    Here are just a little group of people watching , cuz the others are watching America

  • freeCodeCamp.org
    January 7, 2021

    Is there a way to output data on streamlit so that other users can download it as CSV, thanks! I tried the bas64 step and its not working.

  • freeCodeCamp.org
    January 7, 2021

    JUST WHEN NEEDED THIS DUDE APPEARED> 🥰

  • freeCodeCamp.org
    January 7, 2021

    Much neeeeeded video, pls make more related deployment and containerization for machine learning

  • freeCodeCamp.org
    January 7, 2021

    Awesomo course ….. Thanks freecodecamp for such helpful content for free by such great instructors

  • freeCodeCamp.org
    January 7, 2021

    Happy Ethiopian Christmas

  • freeCodeCamp.org
    January 7, 2021

    Glad to see Data Professor join freecodecamp. This is great stuff. Definitely will have a try!

  • freeCodeCamp.org
    January 7, 2021

    Great! How can I deploy the app to my own website such as hostgator?

  • freeCodeCamp.org
    January 7, 2021

    สวัสดีครับอาจารย์ เป็นกำลังใจให้ครับ

  • freeCodeCamp.org
    January 7, 2021

    Hi everyone subscribe to Mokshith Sri Vishnu Tech channel because he is subscribed by Data Professor too
    https://youtube.com/channel/UCtujjamb2XEQeorYaeeg0ww

    Do it now

  • freeCodeCamp.org
    January 7, 2021

    It's always pleasure to see you, also am surprised to see you here😀

  • freeCodeCamp.org
    January 7, 2021

    Good stuff

  • freeCodeCamp.org
    January 7, 2021

    Your name is what now

  • freeCodeCamp.org
    January 7, 2021

    This guy: Builds 12 apps in 3 hours
    Me: Writes 10 lines of code in 3 hours

  • freeCodeCamp.org
    January 7, 2021
  • freeCodeCamp.org
    January 7, 2021

    seems lot of work. but seeing the "HEROKU DEPLOYMENT" you know its worth to watch

  • freeCodeCamp.org
    January 7, 2021

    Data professor is a Legendary!

  • freeCodeCamp.org
    January 7, 2021

    Wow thanks

  • freeCodeCamp.org
    January 7, 2021

    Didn't understand even a word, but still interesting. Thanks!

  • freeCodeCamp.org
    January 7, 2021

    Saving this for this weekend! Awesome stuff.

  • freeCodeCamp.org
    January 7, 2021

    Stop scrolling down the comment section and watch the video

  • freeCodeCamp.org
    January 7, 2021

    Hey im trying to be a self taught programmer. Can anyone tell me what is an api and should i learn it.

  • freeCodeCamp.org
    January 7, 2021

    Sweet ❤️

  • freeCodeCamp.org
    January 7, 2021

    Thanks

  • freeCodeCamp.org
    January 7, 2021

    Sir are you there

  • freeCodeCamp.org
    January 7, 2021

    Saviors!!!

  • freeCodeCamp.org
    January 7, 2021

    Great collaboration thank you data professor 👨‍🏫

  • freeCodeCamp.org
    January 7, 2021

    Just at the right time, much needed 😁

  • freeCodeCamp.org
    January 7, 2021

    Data professor is a great teacher!

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