1:26:136.047/6.878 Lecture 1 - Introduction (Fall 2020)
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A 86-minute video from Manolis Kellis: “6.047/6.878 Lecture 1 - Introduction (Fall 2020)”.
Manolis Kellis
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1:22:396.047/6.878 Lecture 10 - Regulatory Genomics and Motifs (Fall 2020)
A 83-minute video from Manolis Kellis: “6.047/6.878 Lecture 10 - Regulatory Genomics and Motifs (Fall 2020)”.
1:27:046.047/6.878 Lecture 11 - Networks (Fall 2020)
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A 87-minute video from Manolis Kellis: “6.047/6.878 Lecture 11 - Networks (Fall 2020)”.
1:24:326.047/6.878 Lecture 12 - Deep Learning (Fall 2020)
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A 85-minute video from Manolis Kellis: “6.047/6.878 Lecture 12 - Deep Learning (Fall 2020)”.
1:28:306.047/6.878 Lecture 13 - Population Genetics (Fall 2020)
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A 88-minute video from Manolis Kellis: “6.047/6.878 Lecture 13 - Population Genetics (Fall 2020)”.
1:31:106.047/6.878 Lecture 14 - GWAS and Disease Dissection (Fall 2020)
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A 91-minute video from Manolis Kellis: “6.047/6.878 Lecture 14 - GWAS and Disease Dissection (Fall 2020)”.
1:27:386.047/6.878 Lecture 15 - eQTLs expression Quantitative Trait Loci (Fall 2020)
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A 88-minute video from Manolis Kellis: “6.047/6.878 Lecture 15 - eQTLs expression Quantitative Trait Loci (Fall 2020)”.
1:26:426.047/6.878 Lecture 18 - Genome Evolution (Fall 2020)
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A 87-minute video from Manolis Kellis: “6.047/6.878 Lecture 18 - Genome Evolution (Fall 2020)”.
1:29:496.047/6.878 Lecture 19 - Phylogenetics (Fall 2020)
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A 90-minute video from Manolis Kellis: “6.047/6.878 Lecture 19 - Phylogenetics (Fall 2020)”.
1:22:056.047/6.878 Lecture 2 - Dynamic Programming (Fall 2020)
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A 82-minute video from Manolis Kellis: “6.047/6.878 Lecture 2 - Dynamic Programming (Fall 2020)”.
1:28:376.047/6.878 Lecture 20 - Phylogenomics (Fall 2020)
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A 89-minute video from Manolis Kellis: “6.047/6.878 Lecture 20 - Phylogenomics (Fall 2020)”.
1:29:436.047/6.878 Lecture 21 - Cancer Genomics (Fall 2020)
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A 90-minute video from Manolis Kellis: “6.047/6.878 Lecture 21 - Cancer Genomics (Fall 2020)”.
1:27:586.047/6.878 Lecture 3 - Local alignment Hashing BLAST alignmentScores (Fall 2020)
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A 88-minute video from Manolis Kellis: “6.047/6.878 Lecture 3 - Local alignment Hashing BLAST alignmentScores (Fall 2020)”.
1:21:386.047/6.878 Lecture 4 - HMMs 1 (Fall 2020)
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A 82-minute video from Manolis Kellis: “6.047/6.878 Lecture 4 - HMMs 1 (Fall 2020)”.
1:21:296.047/6.878 Lecture 5 - HMMs 2 (Fall 2020)
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A 81-minute video from Manolis Kellis: “6.047/6.878 Lecture 5 - HMMs 2 (Fall 2020)”.
1:23:116.047/6.878 Lecture 6 - Expression analysis Clustering Classification (Fall 2020)
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A 83-minute video from Manolis Kellis: “6.047/6.878 Lecture 6 - Expression analysis Clustering Classification (Fall 2020)”.
1:26:096.047/6.878 Lecture 7 - RNA folding, RNA world, RNA structures (Fall 2020)
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A 86-minute video from Manolis Kellis: “6.047/6.878 Lecture 7 - RNA folding, RNA world, RNA structures (Fall 2020)”.
1:24:476.047/6.878 Lecture 8 - Epigenomics 1 (Fall 2020)
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A 85-minute video from Manolis Kellis: “6.047/6.878 Lecture 8 - Epigenomics 1 (Fall 2020)”.
1:27:026.047/6.878 Lecture 9 - Epigenomics 2 and 3D genome (Fall 2020)
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A 87-minute video from Manolis Kellis: “6.047/6.878 Lecture 9 - Epigenomics 2 and 3D genome (Fall 2020)”.
1:25:536.047/6.878 Lecture16 - Systems Genetics and Heritability (Fall 2020)
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A 86-minute video from Manolis Kellis: “6.047/6.878 Lecture16 - Systems Genetics and Heritability (Fall 2020)”.
1:25:286.047/6.878 Lecture17 - Comparative Genomics (Fall 2020)
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A 85-minute video from Manolis Kellis: “6.047/6.878 Lecture17 - Comparative Genomics (Fall 2020)”.
1:30:19AI for Drug Design - Lecture 16 - Deep Learning in the Life Sciences (Spring 2021)
A 90-minute video from Manolis Kellis: “AI for Drug Design - Lecture 16 - Deep Learning in the Life Sciences (Spring 2021)”.
1:23:45CNNs Convolutional Neural Networks - Deep Learning in Life Sciences - Lecture 03 (Spring 2021)
A 84-minute video from Manolis Kellis: “CNNs Convolutional Neural Networks - Deep Learning in Life Sciences - Lecture 03 (Spring 2021)”.
1:26:25Deep Learning Image Registration and Analysis - Lecture 21 - MIT ML in Life Sciences (Spring 2021)
A 86-minute video from Manolis Kellis: “Deep Learning Image Registration and Analysis - Lecture 21 - MIT ML in Life Sciences (Spring 2021)”.
1:25:10Deep Learning and Neuroscience - Lecture 23 - Deep Learning in Life Sciences (Spring 2021)
A 85-minute video from Manolis Kellis: “Deep Learning and Neuroscience - Lecture 23 - Deep Learning in Life Sciences (Spring 2021)”.
45:19Deep Learning for Cell Imaging Segmentation - Lecture 20 - MIT ML in Life Sciences (Spring 2021)
A 45-minute video from Manolis Kellis: “Deep Learning for Cell Imaging Segmentation - Lecture 20 - MIT ML in Life Sciences (Spring 2021)”.
1:47:46Deep Learning for Protein Folding - Lecture 17 - MIT Deep Learning in Life Sciences (Spring 2021)
A 108-minute video from Manolis Kellis: “Deep Learning for Protein Folding - Lecture 17 - MIT Deep Learning in Life Sciences (Spring 2021)”.
1:26:34Deep Learning for Regulatory Genomics - Regulator binding, Transcription Factors TFs
A 87-minute video from Manolis Kellis: “Deep Learning for Regulatory Genomics - Regulator binding, Transcription Factors TFs”.
1:21:25Deep Learning in Life Sciences - Lecture 01 - Course Intro, AI, ML (Spring 2021)
A 81-minute video from Manolis Kellis: “Deep Learning in Life Sciences - Lecture 01 - Course Intro, AI, ML (Spring 2021)”.
1:20:40Dimensionality Reduction - Lecture 11 - Deep Learning in Life Sciences (Spring 2021)
A 81-minute video from Manolis Kellis: “Dimensionality Reduction - Lecture 11 - Deep Learning in Life Sciences (Spring 2021)”.
1:28:19Disease Circuitry Dissection GWAS - Lecture 12 - Deep Learning in Life Science (Spring 2021)
A 88-minute video from Manolis Kellis: “Disease Circuitry Dissection GWAS - Lecture 12 - Deep Learning in Life Science (Spring 2021)”.
41:59Electronic health records - Lecture 22 - Deep Learning in Life Sciences (Spring 2021)
A 42-minute video from Manolis Kellis: “Electronic health records - Lecture 22 - Deep Learning in Life Sciences (Spring 2021)”.
1:33:59GWAS mechanism - Lecture 13 - Deep Learning in Life Sciences (Spring 2021)
A 94-minute video from Manolis Kellis: “GWAS mechanism - Lecture 13 - Deep Learning in Life Sciences (Spring 2021)”.
1:23:41Gene Expression Prediction - Lecture 09 - Deep Learning in Life Sciences (Spring 2021)
A 84-minute video from Manolis Kellis: “Gene Expression Prediction - Lecture 09 - Deep Learning in Life Sciences (Spring 2021)”.
1:22:16Generative Models, Adversarial Networks GANs, Variational Autoencoders VAEs, Representation Learning
A 82-minute video from Manolis Kellis: “Generative Models, Adversarial Networks GANs, Variational Autoencoders VAEs, Representation Learning”.
1:37:52Graph Neural Networks - Lecture 15 - Learning in Life Sciences (Spring 2021)
A 98-minute video from Manolis Kellis: “Graph Neural Networks - Lecture 15 - Learning in Life Sciences (Spring 2021)”.