README.md

# Classroom Examples for Today: 🚀[Examples](https://huggingface.co/spaces/awacke1/ExamplesOfAI-2)

# 👋 Two easy ways to turbo boost your AI learning journey! 💻
# 🌐 AI Pair Programming 
## Open 2 Browsers to:
1. __🌐 ChatGPT__ [URL](https://chat.openai.com/chat) or [URL2](https://platform.openai.com/playground) and 
2. __🌐 Huggingface__ [URL](https://huggingface.co/awacke1)  in separate browser windows.
1. 🤖 Use prompts to generate a streamlit program on Huggingface or locally to test it.
2. 🔧 For advanced work, add Python 3.10 and VSCode locally, and debug as gradio or streamlit apps.
3. 🚀 Use these two superpower processes to reduce the time it takes you to make a new AI program! ⏱️

Example Starter Prompt:

Write a streamlit program that demonstrates Data synthesis.
Synthesize data from multiple sources to create new datasets.
Use two datasets and demonstrate pandas dataframe query merge and join
with two datasets in python list dictionaries:
List of Hospitals that are over 1000 bed count by city and state, and
State population size and square miles.
Perform a calculated function on the merged dataset.


# 🎥 YouTube University Method:
1. 🏋️‍♀️ Plan two hours each weekday to exercise your body and brain.
2. 🎬 Make a playlist of videos you want to learn from on YouTube. Save the links to edit later.
3. 🚀 Try watching the videos at a faster speed while exercising, and sample the first five minutes of each video.
4. 📜 Reorder the playlist so the most useful videos are at the front, and take breaks to exercise.
5. 📝 Practice note-taking in markdown to instantly save what you want to remember. Share your notes with others!
6. 👥 AI Pair Programming Using Long Answer Language Models with Human Feedback:
## 🎥 2023 AI/ML Advanced Learning Playlists:
1. [2023 QA Models and Long Form Question Answering NLP](https://www.youtube.com/playlist?list=PLHgX2IExbFovrkkx8HMTLNgYdjCMNYmX_)
2. [FHIR Bioinformatics Development Using AI/ML and Python, Streamlit, and Gradio - 2022](https://www.youtube.com/playlist?list=PLHgX2IExbFovoMUC3hYXeFegpk_Y0Lz0Q)
3. [2023 ChatGPT for Coding Assistant Streamlit, Gradio and Python Apps](https://www.youtube.com/playlist?list=PLHgX2IExbFouOEnppexiKZVdz_k5b0pvI)
4. [2023 BigScience Bloom - Large Language Model for AI Systems and NLP](https://www.youtube.com/playlist?list=PLHgX2IExbFouqnsIqziThlPCX_miiDq14)
5. [2023 Streamlit Pro Tips for AI UI UX for Data Science, Engineering, and Mathematics](https://www.youtube.com/playlist?list=PLHgX2IExbFou3cP19hHO9Xb-cN8uwr5RM)
6. [2023 Fun, New and Interesting AI, Videos, and AI/ML Techniques](https://www.youtube.com/playlist?list=PLHgX2IExbFotoMt32SrT3Xynt5BXTGnEP)
7. [2023 Best Minds in AGI AI Gamification and Large Language Models](https://www.youtube.com/playlist?list=PLHgX2IExbFotmFeBTpyje1uI22n0GAkXT)
8. [2023 State of the Art for Vision Image Classification, Text Classification and Regression, Extractive Question Answering and Tabular Classification](https://www.youtube.com/playlist?list=PLHgX2IExbFotPcPu6pauNHOoZTTbnAQ2F)
9. [2023 AutoML DataRobot and AI Platforms for Building Models, Features, Test, and Transparency](https://www.youtube.com/playlist?list=PLHgX2IExbFovsY2oGbDwdEhPrakkC8i3g)