Bioinformatics
Course Outline
- Computational Approaches to Biological Processes:
- Cellular Structures
- Genome Decoding and Systematic Analysis
- Gene Regulation
- Phylogeny
- Clinical and Biological Databases
- Computational Applications:
- Managing and Analyzing DNA sequences
- Sequence Alignment
- Building Phylogenetic Trees
- Biological Structure Analysis and Prediction
- Gene Network Analysis
- Computational Techniques:
- Stochastic Framework
- Hidden Markov Models
- Artificial Neural Networks
- Genetic Algorithms
Laboratory Exercises
- Biological Databases: Design and Management
- Protein Databases: Query, Management and Processing
- DNA Databases
- DNA Sequence Analysis
- Protein Sequence Analysis
- Homology Detection in Biological Sequences
- Multiple Sequence Alignment
- Analysis of 3-D Protein Structures
- RNA Processing and Analysis
- Building Phylogenetic Trees
Evolutionary Biology