MIT的授课MP3及讲义,Genomics and Computational Biology, Fall 2002,基因组学和计算生物学。
Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica
Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica (cont)
Intro 2: Biological Side of Computational Biology. Comparative Genomics, Models & Applications
Intro 2: Biological Side of Computational Biology. Comparative Genomics, Models & Applications (cont)
DNA 1: Genome Sequencing, Polymorphisms, Populations, Statistics, Pharmacogenomics; Databases
DNA 1: Genome Sequencing, Polymorphisms, Populations, Statistics, Pharmacogenomics; Databases (cont)
DNA 2: Dynamic Programming, Blast, Multi-alignment, HiddenMarkovModels
DNA 2: Dynamic Programming, Blast, Multi-alignment, HiddenMarkovModels (cont)
RNA 1: Microarrays, Library Sequencing and Quantitation Concepts
RNA 1: Microarrays, Library Sequencing and Quantitation Concepts (cont)
RNA 2: Clustering by Gene or Condition and Other Regulon Data Sources Nucleic Acid Motifs; The Nature of Biological "proofs"
RNA 2: Clustering by Gene or Condition and Other Regulon Data Sources Nucleic Acid Motifs; The Nature of Biological "proofs" (cont)
Protein 1: 3D Structural Genomics, Homology, Catalytic and Regulatory Dynamics, Function & Drug Design
Protein 1: 3D Structural Genomics, Homology, Catalytic and Regulatory Dynamics, Function & Drug Design (cont)
Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Proteins, Metabolites, & Interactions (cont)
Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Proteins, Metabolites, & Interactions (cont)
Networks 1: Systems Biology, Metabolic Kinetic & Flux Balance Optimization Methods
Networks 1: Systems Biology, Metabolic Kinetic & Flux Balance Optimization Methods (cont)
Networks 2: Molecular Computing, Self-assembly, Genetic Algorithms, Neural Networks
Networks 3: The Future of Computational Biology: Cellular, Developmental, Social, Ecological & Commercial Models
Networks 3: The Future of Computational Biology: Cellular, Developmental, Social, Ecological & Commercial Models (cont)