--- title: README emoji: 😻 colorFrom: indigo colorTo: red sdk: static pinned: false --- # In this classroom organization we are covering these topics: **AI Pair Programming** in the service of **Health Care Delivery**, **Learning** and **Teaching** of **Organizational Intelligence** - **MoE, SOTA, Llama, Mistral, Stable Diffusion, Models, Datasets, Spaces, HTML5, Torch, Transformers, NLTK** ### Join us here: https://huggingface.co/AI-Zero-to-Hero-Dec-2023 For the **start of this classroom** we will cover how to gain instant experience creating your first 3 Huggingface Spaces. Navigate to the three spaces below. As you find spaces you like leave a like! Once there find the Duplicate this Space context menu shown below and duplicate it to your account by naming and committing. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/620630b603825909dcbeba35/OWiFcs5vB951wRlki8CmA.png) 1. **HTML5** - https://huggingface.co/spaces/AI-Zero-to-Hero-Dec-2023/1-FirstHTML5Space-AIPP-AR-VR 2. **Gradio** - https://huggingface.co/spaces/AI-Zero-to-Hero-Dec-2023/02-FirstGradioSpace-Mistral 3. **Streamlit** - https://huggingface.co/spaces/AI-Zero-to-Hero-Dec-2023/03-FirstStreamlit-Transformers 2 and 3 may be your **First AI Python Spaces** as they are using a model called **Mistral** which was fine tuned on Instruct-GPT. You can get to a model page from a space: - https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/620630b603825909dcbeba35/9fWHNpjAQgPQke6pfJu4X.png) # Example List - Top Ten for Health 1. 1🐪Llama🦙Whisperer - https://huggingface.co/spaces/awacke1/acw-dr-llama-7b-chat 2. 2🎓Med💡Speech - https://huggingface.co/spaces/awacke1/MedSpeech 3. 3😊MediaPipe🤸‍♂️🕺 - https://huggingface.co/spaces/awacke1/RealTime-MediaPipe-AI-From-Video-On-Any-Device 4. 4📝RT🖼️Images - https://huggingface.co/spaces/awacke1/RealTimeImageGen 5. 5🧠AIHuman👕Body🩲 - https://huggingface.co/spaces/awacke1/AIHumanBody 6. 6🦆USStates🌴 - https://huggingface.co/spaces/awacke1/USStates - Google Maps, Datasets, Mental Health Provider Search with NPI Registry - https://huggingface.co/spaces/awacke1/Gradio-Maps-Latitude-Longitude 7. 7📥Web📂Datasets - https://huggingface.co/spaces/awacke1/WebDatasets 8. 8🤖Mistral🐍Coder - https://huggingface.co/spaces/awacke1/MistralCoder 9. 9🎵MusicHub🌐StreamZone📘Socialify👥 - https://huggingface.co/spaces/awacke1/MusicGenStreamFacebook 10. 10 Mixture of Experts Org Sim, MTBench - https://huggingface.co/spaces/awacke1/MixtureOfMedicalExperts # Additional Examples for 1/23 1. Disability Assistance: Gesture Recognition for Communicating with your hands: - 😊MediaPipe🤸‍♂️🕺 - https://developers.google.com/mediapipe/solutions/vision/gesture_recognizer#models - 😊MediaPipe🤸‍♂️🕺 - https://mediapipe-studio.webapps.google.com/studio/demo/gesture_recognizer 2. Multi-Agent Systems - Group Exercise to Create Prompt Profile Text Files for MSA - Community Tutorial - Comments - https://huggingface.co/spaces/awacke1/User-Profile-Management - https://huggingface.co/spaces/awacke1/RT-SMS-Phone-Verify - https://huggingface.co/spaces/awacke1/PromptChordSheet # Techniques by Example: 1. Llama, Whisper, Inference Endpoints, AI UI UX: https://huggingface.co/spaces/awacke1/acw-dr-llama-7b-chat 2. Medical Speech Synthesis, Medical Licensing Exam Datasets, Medical Learning and Testing: https://huggingface.co/spaces/awacke1/MedSpeech 3. MediaPipe, Real Time Video AI, Javascript and Node.JS: https://huggingface.co/spaces/awacke1/RealTime-MediaPipe-AI-From-Video-On-Any-Device 4. Stable Diffusion Real Time Image Generation, Image Gallery Generation, Theme Based Prompting, Shared Memory: https://huggingface.co/spaces/awacke1/RealTimeImageGen - https://huggingface.co/spaces/awacke1/ImageObjectRecognizer 5. AI Human Body, Body and Language for Health, Traige, Trauama, Exploration of Thematic Datasets as UI: https://huggingface.co/spaces/awacke1/AIHumanBody 6. AI and The Human Brain, Map Making, Locational and Geographic Intelligence, Bias and Fairness: https://huggingface.co/spaces/awacke1/USStates 7. Web Datasets, Building an Intelligence Dataset Repository, Using Vector Databases and FAISS in AI Pipelines to Answer Questions Using Documents. : https://huggingface.co/spaces/awacke1/WebDatasets - https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-Minnesota --- ## Spotlight on New GenAI, New Techniques and New Models: - https://huggingface.co/spaces/awacke1/MixtureOfMedicalExperts - https://huggingface.co/spaces/awacke1/MusicGenStreamFacebook - https://huggingface.co/spaces/awacke1/Mistral_Ultimate_Chords_and_Lyrics_Writer - https://huggingface.co/spaces/awacke1/MistralCoder - https://huggingface.co/spaces/awacke1/MistralAndABardGoRoleplaying ## LLM Model Deep Dive: - https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1 ## Map Techniques to Understand Organizations, States, Locations, Driving Directions, Map Making 1. US States: https://huggingface.co/spaces/awacke1/USStates 2. State of MN: https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-Minnesota 3. State of MN Med Centers: https://huggingface.co/spaces/awacke1/Minnesota-Medical-Centers-Streamlit 4. State of MA Reliant: https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-Reliant 5. State of MA Medical Centers: https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-Massachusetts 6. State of MN: Hospital Details: https://huggingface.co/spaces/awacke1/MN.Map.Hospitals.Top.Five 7. State of CA Medical Centers: https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-California 8. State of CA Hospital Details: https://huggingface.co/spaces/awacke1/California-Medical-Centers-Streamlit 9. State of CA Attractions: https://huggingface.co/spaces/awacke1/Map-California-AI 10. State of TX Medical Centers: https://huggingface.co/spaces/awacke1/Streamlit-Google-Maps-Texas 11. State of NJ Hospitals: https://huggingface.co/spaces/awacke1/VizLib-TopLargeHospitalsNewJersey 12. Iceland Myth Places and Routes: https://huggingface.co/spaces/awacke1/Maps.Markers.Honor.Iceland 13. US Corporation Map and CSV Location Data Loader: https://huggingface.co/spaces/awacke1/UnitedStatesMapAIandNLP 14. US Taxonomy Datasets: https://huggingface.co/spaces/awacke1/NPI-Provider-Map-By-Taxonomy-Search 15. NPI Registry Mental Health Provider Search and Cluster Map: https://huggingface.co/spaces/awacke1/Gradio-Maps-Latitude-Longitude 16. US City FIPS code, Location, Population: https://huggingface.co/spaces/awacke1/CityFipsLocationandPopulation 17. World Area PyDeck: https://huggingface.co/spaces/awacke1/StreamlitPydeckMapVisualViewStateForLatitudeLongitude 18. City, State - Latitude and Longitude Search (try Mound, MN): https://huggingface.co/spaces/awacke1/Google-Maps-Web-Service-Py # AI in Healthcare: Revolutionize Access to Care 🌟 ## Introduction 🌐 Artificial Intelligence (AI) can be a beacon of hope in transforming healthcare, offering **equal access to quality care for all**. ## AI in Healthcare: Key Areas 🚀 1. **Telemedicine 📱** - AI-powered platforms connect patients with doctors remotely. - Ideal for rural or underserved areas. 2. **Chatbots & Virtual Assistants 🤖** - Provide knowledge, learning, advice, appointment scheduling, and facility location understanding. - Easily accessible through messaging apps and voice assistants. 3. **Predictive Analytics 🔮** - Analyze data to predict health risks. - Enable proactive care for high-risk patients. 4. **Personalized Medicine 💊** - Tailor treatments to individual genetic profiles and histories. - Lead to more effective treatments. 5. **Medical Imaging Analysis 🖼️** - AI analyzing image content like X-rays and MRIs for early and accurate diagnosis. 6. **Drug Discovery 🧪** - Accelerates the discovery of new drugs for rare diseases. 7. **Patient Engagement 🙌** - Provides personalized health information and reminders. - Encourages proactive health management. 8. **Public Health Surveillance 🌍** - Monitors public health trends to manage health crises. ## AI Products Transforming Healthcare: Top Ten in December 🎉 1. **1🐪Llama🦙Whisperer** - [Explore Here](https://huggingface.co/spaces/awacke1/acw-dr-llama-7b-chat) - AI chatbot for medical advice and emotional support. 2. **2🎓Med💡Speech** - [Explore Here](https://huggingface.co/spaces/awacke1/MedSpeech) - Enhances medical documentation and patient interaction. 3. **3😊MediaPipe🤸‍♂️🕺** - [Explore Here](https://huggingface.co/spaces/awacke1/RealTime-MediaPipe-AI-From-Video-On-Any-Device) - Real-time analysis of physical movements for remote care. 4. **4📝RT🖼️Images** - [Explore Here](https://huggingface.co/spaces/awacke1/RealTimeImageGen) - Generates real-time medical images for diagnosis. 5. **5🧠AIHuman👕Body🩲** - [Explore Here](https://huggingface.co/spaces/awacke1/AIHumanBody) - Detailed human body analysis tool. 6. **6🦆USStates🌴** - [Explore Here](https://huggingface.co/spaces/awacke1/USStates) - Provides state-specific health data. 7. **7📥Web📂Datasets** - [Explore Here](https://huggingface.co/spaces/awacke1/WebDatasets) - Access to diverse healthcare datasets. 8. **8🤖Mistral🐍Coder** - [Explore Here](https://huggingface.co/spaces/awacke1/MistralCoder) - Facilitates healthcare AI development. 9. **9🎵MusicHub🌐StreamZone📘Socialify👥** - [Explore Here](https://huggingface.co/spaces/awacke1/MusicGenStreamFacebook) - Combines music therapy with social interaction. 10. **10 Mixture of Experts Org Sim, MTBench** - [Explore Here](https://huggingface.co/spaces/awacke1/MixtureOfMedicalExperts) - Simulates healthcare organizational dynamics. ## Conclusion 🎯 AI in healthcare is shaping our approach to health and wellness today. # AI 100x Learning and Teaching using YouTube Playlists **YouTube Video Playlists** are one of the best ways to **grok and learn** all about cutting edge **AI techniques** ensuring your exposure to 'zero day' drops and releases of papers, datasets, models, and spaces. These videos openly share knowledge on effective AI patterns for problem solving in a variety of fields. The curated YouTube Play Lists below represent the best AI related developments I have found over the past year in LLM technology, Models, ML training, AI context with text and datasets, Cognitive AI & Azure integration patterns. # 2024 Favorite AI Teachers - Most Relevant Topics This Month: https://www.youtube.com/watch?v=vKMvQqw91n4&list=PLHgX2IExbFovOnNLCnbE2-RE6cFSrC_4D - MoE - MultiAgent Systems - Self Rewarding AI ## 36 Video Playlists on State of the Art (SOTA) AI Methods, Techniques, and Software Libraries 1. 2024 AI Current Events - https://www.youtube.com/playlist?list=PLHgX2IExbFosNT2xm9HI15ay7TV_g1j88 2. 2023 AGI, GAI, Super Intelligence, Organizational AI, Graph Nets and AI Multimodal Pipelines - https://www.youtube.com/playlist?list=PLHgX2IExbFosuSvLxesS16a5cRbzqceCY 3. AI Azure Cosmos DB Azure Blob Storage Azure Container Registry Azure Container Apps - https://www.youtube.com/playlist?list=PLHgX2IExbFos07Jf1iT2gg94A2IArbmLC 4. AR Glasses and Smart Glasses - https://www.youtube.com/playlist?list=PLHgX2IExbFoucnmRext9KNH1jsKTURl4w 5. Multiagent systems, AI Agents AI Pipelines like ChatDev and AutoGen - https://www.youtube.com/playlist?list=PLHgX2IExbFovL8XZF5Zu-VH9gU2YhnBFc 6. School of AI - Favorite Teachers - https://www.youtube.com/playlist?list=PLHgX2IExbFot_VUzRyr3Y70ApBNIPmU7U 7. Streamlit Maps Geospatial and Folium - https://www.youtube.com/playlist?list=PLHgX2IExbFovf9Y1AmsG2p0ehwR30_FDW 8. MS AI AutoGen, Azure, and LLM with Multiple Role and Context Memory Agents - https://www.youtube.com/playlist?list=PLHgX2IExbFot6rLRWrl8QEEFlkrEoUEek 9. Azure AI Studio Prompt Flow for Adding Real Time Knowledge Context Authoring - https://www.youtube.com/playlist?list=PLHgX2IExbFot1nzSmFSRHAsKJNRzZUKDh 10. Llama for Health Care AI Chatbots for Medical Knowledge - https://www.youtube.com/playlist?list=PLHgX2IExbFosl9T8W48aw1j5ylx087cOg 11. Specialist Referral Documentation - https://www.youtube.com/playlist?list=PLHgX2IExbFosDe_coCqI641ecD7AoiGes 12. Medical Writing 2023 - https://www.youtube.com/playlist?list=PLHgX2IExbFouBNqrYsadnIyn6813XkpXt 13. KD, LATM, CoT - Knowledge Distillation, Tool Making, Chain of Thought - https://www.youtube.com/playlist?list=PLHgX2IExbFotFhhDJJwYbqzvksB7Et1hj 14. MoE - Mixture of Experts - https://www.youtube.com/playlist?list=PLHgX2IExbFov6Uubcs4gigUzsJxDZ_l43 15. AI Future - https://www.youtube.com/playlist?list=PLHgX2IExbFouub6yfz-_H5gIkErNi6DMu 16. ChatGPT Custom Instructions - https://www.youtube.com/playlist?list=PLHgX2IExbFoutnno4fbBabTlMWdq8y-Q8 17. ChatGPT Code Interpreter - https://www.youtube.com/playlist?list=PLHgX2IExbFou1pOQMayB7PArCalMWLfU- 18. Video AI and 3D AI - https://www.youtube.com/playlist?list=PLHgX2IExbFovcHgzW8kP7nvVdpfwwleXy 19. Pytorch For Beginners - https://www.youtube.com/playlist?list=PLHgX2IExbFotELILwl6_wkNBiPYGP16Ii 20. 2023 Terraform Github Actions Docker to Azure Container Registry - https://www.youtube.com/playlist?list=PLHgX2IExbFovn26XVkW4MyYjbbgv5RcCE 21. Low Code or No Code Apps with LLM ChatGPT and NLP AI Models - https://www.youtube.com/playlist?list=PLHgX2IExbFouwgEVK51uOKD_ADLk1EIUB 22. Andrej Karpathy - https://www.youtube.com/playlist?list=PLHgX2IExbFovbOFCgLNw1hRutQQKrfYNP 23. Andrew Huberman - Neuroscience and Health - https://www.youtube.com/playlist?list=PLHgX2IExbFotRU0jl_a0e0mdlYU-NWy1r 24. Ilya Sutskever and Sam Altman - https://www.youtube.com/playlist?list=PLHgX2IExbFovr66KW6Mqa456qyY-Vmvw- 25. ChatGPT FastAPI Web Services - https://www.youtube.com/playlist?list=PLHgX2IExbFosyX2jzJJimPAI9C0FHflwB 26. ChatGPT Streamlit 2023 - https://www.youtube.com/playlist?list=PLHgX2IExbFotDzxBRWwUBTb0_XFEr4Dlg 27. ChatGPT, GPT4, and Health Care with Medical Advancements - https://www.youtube.com/playlist?list=PLHgX2IExbFosVaCMZCZ36bYqKBYqFKHB2 28. AI News - https://www.youtube.com/playlist?list=PLHgX2IExbFotMOKWOErYeyHSiikf6RTeX 29. Gradio and FastAPI for ML API Services - https://www.youtube.com/playlist?list=PLHgX2IExbFovPX9z4m61rQImM7cDDY79L 30. Streamlit Snowpark Snowflake AI - https://www.youtube.com/playlist?list=PLHgX2IExbFouTC9hxXAAUQhuq3kpw-QqE 31. Lex Fridman, Elon Musk, Ilya Sutskever, Andrew Huberman, Oriol Vinyals, Mark Zuckerberg - Great Thinkers of 2023 - https://www.youtube.com/playlist?list=PLHgX2IExbFou-bP2IJJy4X30kfqeU-3wg 32. 2023 HuggingFace AI, Transformers, NLP and ChatGPT - https://www.youtube.com/playlist?list=PLHgX2IExbFotVahXsehQ_ZNBrMKUZTLzS 33. ACA ML ChatGPT and AutoGPT 2023 - https://www.youtube.com/playlist?list=PLHgX2IExbFoviub6U9Fsk84fkBGsbTcC9 34. Python-Azure-Container-Registry-and-Apps - https://www.youtube.com/playlist?list=PLHgX2IExbFovHgtRVA_vtkNsvqcKvhkVy 35. Remote Dev Using VSCode.Dev SSH Python VSCode plugins VM ACA ACR Docker Web Remote Dev - https://www.youtube.com/playlist?list=PLHgX2IExbFosbrcjVhF_GIlFGTuu_9dIc 36. 2023 Best Minds in AGI AI Gamification and Large Language Models - https://www.youtube.com/playlist?list=PLHgX2IExbFotmFeBTpyje1uI22n0GAkXT