Page Index - ua-datalab/AI-for-Professionals GitHub Wiki
41 page(s) in this GitHub Wiki:
- Home
- AI/ML & Data in Public Health: A Non-Coder's Toolkit!
- AI/ML Enhanced Tools
- Data-Driven Decisions, Healthier Communities: Your Non-Coding Journey into Public Health AI.
- What You'll Discover:
- How to Use This Site: Guide on navigating modules, completing activities, and using resources.
- Learning Objectives
- Overview: Decoding Data & AI/ML for Better Public Health
- Open-Source Software & AI/ML Tools (Non-Coder's Gateway)
- A. Large Language Models (LLMs) & Conversational AI:
- B. Data Collection & Surveys:
- C. Basic Data Handling & Visualization (Spreadsheet Software):
- Key Topics & Experiential Learning Use Cases
- Module 1: What is Data? (Data Literacy Basics)
- Module 2: Finding Good Data (Data Sources & Quality)
- Module 3: Making Data Speak (Introduction to Data Visualization)
- Module 4: AI Unveiled: Your Smart Assistant (Intro to AI, ML, & LLMs)
- Module 5: Using Data & AI Wisely (Ethics, Bias, & Privacy)
- :pencil2: :triangular_ruler: :clipboard: :scissors: :paperclip: AI/ML Toolkit
- Collaborative Research & Information Gathering
- Generating ideas
- Specific applications
- Code development
- Data analysis platforms
- Databases
- Datasets
- Healthcare Datasets
- Data Visualization
- Web development oriented
- Geospatial applications
- Machine Learning / Deep Learning
- Natural Language Processing
- References & Further Learning
- Jupyter Notebooks
- Please reload this page
- KNIME
- Please reload this page
- OpenRefine
- Please reload this page
- Visual Studio Code
- Please reload this page