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Starts 7 June 2025 19:05
Ends 7 June 2025
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Language - The Next Stronghold to Be Taken by AI
Explore AI's impact on language, from recent breakthroughs to future possibilities, covering computer vision, natural language understanding, and feature learning.
MLCon | Machine Learning Conference
via YouTube
MLCon | Machine Learning Conference
2544 Courses
39 minutes
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Overview
Explore AI's impact on language, from recent breakthroughs to future possibilities, covering computer vision, natural language understanding, and feature learning.
Syllabus
- Introduction to AI and Language
- Recent Breakthroughs in AI and Language
- Computer Vision and Language
- Natural Language Understanding
- Feature Learning for Language Applications
- Ethical and Social Implications of AI in Language
- Future Possibilities and Emerging Trends
- Course Wrap-up and Key Takeaways
Overview of AI in Language Processing
Historical context and milestones
Natural Language Processing (NLP) advancements
Transformer architectures and their impact
Case study: GPT and BERT
Intersection of Computer Vision and NLP
Image captioning and visual question answering
Multimodal models combining text and vision
Semantics and context in language models
Sentiment analysis and language generation
Dialogue systems and conversational AI
Transfer learning in NLP
Embeddings: Word2Vec, GloVe, and beyond
Unsupervised and self-supervised learning approaches
Bias in language models and mitigation strategies
Privacy concerns and data usage
The role of AI in media and communication
AI's role in creative writing and content generation
Real-time translation and multilingual capabilities
The future trajectory of AI in language
Recap of main concepts
Discussion on future research directions
Subjects
Conference Talks
