Meta leverages AI across its platforms, products, and services to enhance user experience, improve safety and security, enable personalized content, and drive innovation in AR/VR and other emerging technologies. By integrating AI, Meta aims to create more engaging, safe, and accessible experiences for its global user base.
Overview
Levels: Essentials Intermediate Advanced
Course Outline
Content Personalisation and Recommendations
- News feed personalised content
- User data and behaviour-based ad targeting
Content Moderation and Safety
- Hate speech and misinformation detection
- Spam detection
- Automated analysis and moderation of images and videos
Computer Vision and Image Recognition
- Facial recognition
- Automated Alt text
Natural Language Processing (NLP)
- Chatbots and virtual assistance
- Translation services for real-time translated posts and comments
Augmented Reality (AR) and Virtual Reality (VR)
- AR filters and effects for interactive Facebook and Instagram stories/posts
- Oculus VR for enhanced experiences
Video and Audio Processing
- Automatic captioning
- Voice commands
Data Analytics and Insights
- User behaviour analysis
- Predictive analysis
Security and Authentication
- User account fraud detection
- Two-Factor Authentication
Enhanced Search and Discovery
- Search Engine
- Content discovery
AI Research and Development
- Facebook AI research (FAIR)
- PyTorch (Open-source deep learning frameworks)