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Starts 6 June 2025 08:15
Ends 6 June 2025
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Overview
Learn about the latest advancements in AI research through this recorded conference session from ICML 2021, featuring presentations on deep learning architectures, optimization techniques, and real-world applications of artificial intelligence.
Syllabus
- Introduction to ICML 2021
- Deep Learning Architectures
- Optimization Techniques in AI
- Applications of Artificial Intelligence
- Future of AI Research
- Conclusion
- Resources and Further Reading
Overview of the conference and its significance
Key themes and trends in AI research
Novel neural network designs
Advances in convolutional and recurrent networks
Graph neural networks and transformer architectures
Gradient-based optimization methods
Hyperparameter tuning strategies
Advances in stochastic optimization
Case studies in healthcare, finance, and robotics
AI in natural language processing and computer vision
Ethical considerations and societal impact of AI applications
Emerging areas of interest in AI
Collaboration between academia and industry
Predictions for next year's ICML conference
Summary of key learnings from ICML 2021
Open discussion and Q&A session
Recommended papers and studies from ICML 2021
Additional resources for continued learning
Subjects
Data Science
