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title: README
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emoji: π¦
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# π‘π¨βπ«πClassroom Examples for Todayπ€π»π: [Examples](https://huggingface.co/spaces/awacke1/ExamplesOfAI-2)
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# π Two easy ways to turbo boost your AI learning journey! π»
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# π AI Pair Programming
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## Open 2 Browsers to:
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1. __π ChatGPT__ [URL](https://chat.openai.com/chat) or [URL2](https://platform.openai.com/playground) and
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2. __π Huggingface__ [URL](https://huggingface.co/awacke1) in separate browser windows.
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1. π€ Use prompts to generate a streamlit program on Huggingface or locally to test it.
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2. π§ For advanced work, add Python 3.10 and VSCode locally, and debug as gradio or streamlit apps.
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3. π Use these two superpower processes to reduce the time it takes you to make a new AI program! β±οΈ
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Example Starter Prompt:
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Write a streamlit program that demonstrates Data synthesis.
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Synthesize data from multiple sources to create new datasets.
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Use two datasets and demonstrate pandas dataframe query merge and join
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with two datasets in python list dictionaries:
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1) List of Hospitals that are over 1000 bed count by city and state, and
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2) 2) State population size and square miles.
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Perform a calculated function on the merged dataset.
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# π₯ YouTube University Method:
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1. ποΈββοΈ Plan two hours each weekday to exercise your body and brain.
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2. π¬ Make a playlist of videos you want to learn from on YouTube. Save the links to edit later.
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3. π Try watching the videos at a faster speed while exercising, and sample the first five minutes of each video.
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4. π Reorder the playlist so the most useful videos are at the front, and take breaks to exercise.
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5. π Practice note-taking in markdown to instantly save what you want to remember. Share your notes with others!
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6. π₯ AI Pair Programming Using Long Answer Language Models with Human Feedback:
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## π₯ 2023 AI/ML Advanced Learning Playlists:
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1. [2023 QA Models and Long Form Question Answering NLP](https://www.youtube.com/playlist?list=PLHgX2IExbFovrkkx8HMTLNgYdjCMNYmX_)
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2. [FHIR Bioinformatics Development Using AI/ML and Python, Streamlit, and Gradio - 2022](https://www.youtube.com/playlist?list=PLHgX2IExbFovoMUC3hYXeFegpk_Y0Lz0Q)
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3. [2023 ChatGPT for Coding Assistant Streamlit, Gradio and Python Apps](https://www.youtube.com/playlist?list=PLHgX2IExbFouOEnppexiKZVdz_k5b0pvI)
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4. [2023 BigScience Bloom - Large Language Model for AI Systems and NLP](https://www.youtube.com/playlist?list=PLHgX2IExbFouqnsIqziThlPCX_miiDq14)
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5. [2023 Streamlit Pro Tips for AI UI UX for Data Science, Engineering, and Mathematics](https://www.youtube.com/playlist?list=PLHgX2IExbFou3cP19hHO9Xb-cN8uwr5RM)
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6. [2023 Fun, New and Interesting AI, Videos, and AI/ML Techniques](https://www.youtube.com/playlist?list=PLHgX2IExbFotoMt32SrT3Xynt5BXTGnEP)
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7. [2023 Best Minds in AGI AI Gamification and Large Language Models](https://www.youtube.com/playlist?list=PLHgX2IExbFotmFeBTpyje1uI22n0GAkXT)
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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)
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9. [2023 AutoML DataRobot and AI Platforms for Building Models, Features, Test, and Transparency](https://www.youtube.com/playlist?list=PLHgX2IExbFovsY2oGbDwdEhPrakkC8i3g)
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