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Starts 7 June 2025 19:15
Ends 7 June 2025
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Building Emotionally Intelligent Machines
Explore advancements in emotional machine learning and its potential to revolutionize human-machine interactions, discussing pros and cons of emotionally intelligent AI systems.
MLCon | Machine Learning Conference
via YouTube
MLCon | Machine Learning Conference
2544 Courses
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Overview
Explore advancements in emotional machine learning and its potential to revolutionize human-machine interactions, discussing pros and cons of emotionally intelligent AI systems.
Syllabus
- Introduction to Emotional Intelligence in AI
- Understanding Human Emotions
- Emotional Machine Learning Techniques
- Building Blocks of Emotionally Intelligent Machines
- Designing Emotionally Intelligent Algorithms
- Human-Machine Interaction
- Pros and Cons of Emotionally Intelligent AI
- Challenges and Future of Emotional AI
- Final Project
Overview of Emotional Intelligence
Importance and Applications in AI
Historical Context and Evolution
Psychological Theories of Emotion
Emotion Recognition in Humans
Cultural Differences in Emotion Expression
Emotion Detection and Analysis
Sentiment Analysis Techniques
Facial Expression and Voice Recognition
Natural Language Processing for Emotion
Speech and Audio Analysis
Computer Vision and Emotions
Emotion Classification Algorithms
Training Models with Emotional Data
Datasets and Benchmarks
User Experience and Emotion
Adaptive Interfaces
Case Studies of Emotionally Intelligent Interfaces
Benefits in Various Industries
Ethical Concerns
Privacy and Data Security
Technical Limitations
Social and Ethical Implications
Future Trends and Research Directions
Design an Emotionally Intelligent System
Analyze and Reflect on System Pros and Cons
Presentation and Feedback Session
Subjects
Conference Talks
