計劃將面對AI專業(yè)的本科生、研究生,開設機器學習討論班,暫定全英文討論。
有意參加的同學請踴躍報名。
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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