Prerequisites: No prior AI experience.
Level:
Core Concepts of Multimodal AI
Understand what Multimodal AI is, its importance, and the different data modalities involved.
Data Representation
Identify how text, image, audio, and video data are represented for AI processing.
Modalities Integration Techniques
Learn about common methods for combining information from different modalities, such as fusion strategies and representation learning.
Building Blocks of Multimodal Models
Recognize the fundamental components used in constructing simple multimodal AI models.
Basic Applications
Gain familiarity with introductory applications of Multimodal AI, like image captioning and visual question answering.