Course Code:
aidata
Duration:
14 hours
Course Outline:
- Overview of AI and Big Data
- Basic Concept in Deep Learning
- Storage for Training Data: Data Lake
- Storage for Training Data: Unstructured Binary Data
- Storage for Training Data: Graph-Based Data
- Storage for Training Data: Time-Series Data
- Big Data Pre-processing of Training Data
- AI Output Infrastructure
- Case Studies on Health Care related AI application
- Case Studies on Unstructured Data AI - Image Recognition & Detection
- Hands-on practices