--- 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/organizations/AI-Zero-to-Hero-Dec-2023 # Example List - Top Ten in December 2023 and January 2024 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 - 1/18 Preview 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 - https://huggingface.co/spaces/awacke1/User-Profile-Management - https://huggingface.co/spaces/awacke1/RT-SMS-Phone-Verify - https://huggingface.co/spaces/awacke1/PromptChordSheet 3. Augmented Reality and Virtual Reality on Any Device with Aframe - https://huggingface.co/spaces/awacke1/3.HTML5-Aframe-3dMap-Flight # 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 Using **YouTube Video Playlists** is one of the best ways to learn all about cutting edge AI techniques and ensure your recency exposure sees all 'zero day' releases of papers, datasets, models, and spaces which share knowledge on effective AI for problem solving in a variety of fields. The curated YouTube Play Lists below represent some of the best developments in LLM technology, AI Models, ML training and context, Cognitive AI and Azure integration patterns which are important to understand supplementing our platform knowledge and awareness on best practices and guidelines on using AI in fields like Health Care. 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