MIT课程:《计算系统生物学:生命科学中的深度学习》(2020) by David Gifford, Manolis Kellis

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【MIT课程:《计算系统生物学:生命科学中的深度学习》(2020)】《6.874 Computational Systems Biology: Deep Learning in the Life Sciences》by David Gifford, Manolis Kellis https://mit6874.github.io/ Youtube:htt
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视频选集
(1/15)
1 IntroML
01:05:05
2 - Gradient Descent
01:05:27
3 - Convolutional Neural Networks CNNs
01:20:49
4 - Recurrent Neural Networks
01:13:57
5 - Model Interpretability
01:18:36
6 - Regulatory Genomics
01:20:49
7 - Regulatory Logic
01:20:02
8 - Characterizing Uncertainty Expt Planning
01:19:46
10 - Epigenomics 3Dgenome
54:42
11 - RNA, PCA, t-SNE, Embedding
01:20:25
14 - Deep Learning for Gene Expression Analysis
01:21:31
15 - Single-cell genomic
01:26:42
16 - Genetics 1 - GWAS, Linkage, Fine-Mapping
01:20:22
17 - Genetics2- Systems Genetics
01:24:09
22 - Presentation advice - Writing, Figures
01:27:43
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