(The following topics include but are not limited to)
Topic 1: Deep Learning
Deep neural network architecture
Application of Convolutional Neural Networks
Recurrent Neural Network and Sequence
Generative Adversarial Networks
Self supervision and contrastive learning
Graph Neural Network Technology
Model compression and acceleration
Deep learning interpretability
Topic 2: Big Data Analysis
Big data collection and preprocessing
Big data storage and management
Big data mining algorithms
Distributed computing framework
Real time streaming data processing
Visual analysis technology
Data Quality Management
Big data analysis platform
Topic 3: Commercial Applications
Intelligent Marketing Analysis
Customer behavior insights
Accurate recommendation system
Intelligent decision-making in supply chain
Financial Risk Analysis
Business Intelligence Dashboard
Data driven operations
Business application cases