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【2023大学教学课件】多伦多大学 生物医学研究中的机器学习基本原理.zip
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【2023大学教学课件】多伦多大学 生物医学研究中的机器学习基本原理
01 Intro to ML in medicine,nearest neighbor classifier
02 Linear methods for regression and classification;tree-based classifier
03 ENSEMBLE-based methods;neural networks
04 Supervised learning;Python tutorial for supervised learning practice
05 Unsupervised learning for clustering:K-means,Gaussian mixture models
06 Unsupervised learning for clustering:auto-encoder,graph-based methods
07 Convolutional Neural Networks
08 Advanced deep learning methods for medical image analysis
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