Online Computational Biology Textbook

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1. Introduction and Basic Molecular Biology
2. Basic Tools
1. Basic HTML
2. Basic Python
3. Basic R
4. Basic Bioconductor
3. Literature Retrieval and Mining
4. Sequence Alignment
1. Pairwise Sequence Alignment and Substitution Matrices ()
2. Fast Sequence Similarity Search Algorithms ()
3. Multiple Sequence Alignment And Protein Motifs ()
4. Hidden Markov Model
5. Genome Sequencing and Annotation ()
5. Gene Expression
1. Gene Expression Microarrays and Experiments
2. Microarray Normalization and Gene Expression Index ()
3. Differential Gene Expression and Hypothesis Testing ()
4. Microarray Clustering Methods and Gene Ontology
5. Microarray Dimension Reduction Techniques ()
6. Microarray Classification Methods ()
6. Transcriptional Regulation
1. Transcription Regulation and Transcription Factor Motif Finding
2. System biology of transcription regulation
3. Expectation Maximization and Gibbs Sampling ()
4. Phylogenetic Trees and Comparative Genomics () Comparative Genomics and Phylogenetic trees
5. ChIP-on-chip and Genome Tiling Microarrays ()
6. Epigenetic regulation ()
7. Transcription Regluatory Network
7. Post Transcriptional Regulation
1. RNA Folding ()
2. siRNA and miRNA ()
8. Proteomics
1. Protein Structure Prediction
2. Molecular Dynamics
3. Mass Spectrophotometry and Protein Interaction Networks ()
9. Single Nucleotide Polymorphism
1. SNPs, CNVs, and SNP chip () SNPs and Association Studies
2. Association Studies and Haplotype Inference () Haplotype Inference and SNP Chip

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