计划将面对AI专业的本科生、研究生,开设机器学习讨论班,暂定全英文讨论。
有意参加的同学请踊跃报名。
Table of Contents:
1. Classical Machine Learning Algorithms
- Linear/Non-Linear Regression, Gaussian Mixture Models, SVM, Bayesian Models, NN, etc.
2. Deep Learning Models and Trends
- MLP, CNN, ResNet, LSTM, GNN, Attention Mechanism, etc
3. Topics in Computer Vision and NLP
- Transformer, BERT, ViT, Large-model Pretraining, etc
4. Distributed Machine Learning


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