Resources

Document Library

Document Library from Maria

Control Architecture

Human Systems – CML Meeting Minutes
Control Architecture - Indicators
Activities for Access Frequency

Documents

1. Work Roster
2. Overview of DA System Structure
3. Data Hierarchy
4. Indicators Extraction
5. C3L + Wellness Alignment
6. RouteLLM
7. Human Systems Data Dictionary

Platform

1. Human System Documentation
2. Data API Platform
   • Document for using: hs-data-platform-repo/lambda/functions/api_private/README.md
   • API Obtain: AWS > SaaS Platform Dev > API Gateway > API Keys
3. Test Lab
4. Jira

Meeting Information

Meeting on Friday

Program Documents

1. C3L & Human Systems: Orientation meeting
2. Soft Skills: Free Measurement Tools
3. Soft Skills2: Free Measurement Tools
4. Learner Profiles Blueprint
5. Human Systems - Reference Architecture & Design Document
6. Human Systems - Architecture Overview Document
7. Blueprint Overview on mural
8. Data Products on Mural
9. Designing Data Products
10. Data to Domains
11. Conceptual_Model_of_Artificial_Intelligence_Operations.pptx
12. AI in Learning
13. Data Product

Synthetic data and Tools

1. Research_Tools.docx
2. Synthetic Data Tool (Gretel)
3. Abacus.AI is the world's first end-to-end AI platform
4. Synthetic data: Anthropic’s CAI, from fine-tuning to pretraining, OpenAI’s Superalignment, tips, types, and open examples
5. Event Data Mesh Data Schema (Synthetic Data)
6. GLOBEM

Reference Documents

1. Kafka and RisingWave
2. Using Apple Watches to collect Wellness data
3. How will we get Wellness data from Learners(comparing WHOOP and Apple Watches)
4. Retrieval-Augmented Generation for Large Language Models
5. RA-DIT: Retrieval-Augmented Dual Instruction Tuning
6. Motifs in Temporal Networks
7. snap-stanford

Others

1. KUZU: A highly scalable, extremely fast, easy-to-use embeddable graph database
2. Gretel Demo Day: A Synthetic Data Deep Dive
3. tokencost
4. Evaluate and Track LLM Applications
5. haystack
6. Orchestration for LLM and RAG applications - The Data Exchange with Ben Lorica | iHeart
7. Advanced Retrieval for AI with Chroma