Dive into a comprehensive series of recorded lectures from California State University, Monterey Bay's BIO410/510 Bioinformatics course. Explore a wide range of topics including genome composition, sequencing technologies, molecular evolution, scientific reasoning, probability and statistics in bioinformatics, sequence alignment techniques, BLAST, hidden Markov models, phylogenetics, genome assembly and annotation, read mapping, and genetic variation analysis including genome-wide association studies (GWAS). Gain a solid foundation in bioinformatics principles and applications through 14 hours of in-depth content, suitable for both undergraduate and graduate-level study.
Overview
Syllabus
Bioinformatics Lecture 2: What's in a genome?.
Bioinformatics Lecture 3: Sequencing Technology Lecture: Part 1.
Bioinformatics Lecture 4: Sequencing Technology Lecture: Part 2.
Bioinformatics Lecture 5: Molecular Evolution.
Bioinformatics Lecture 6: Introduction to Scientific Reasoning.
Bioinformatics Lecture 7: Basics of Probability.
Bioinformatics Lecture 8: Statistics and Hypothesis Testing.
Bioinformatics Lecture 9: Pairwise Sequence Alignment.
Bioinformatics Lecture 10: Extreme Value Distribution and BLAST.
Bioinformatics Lecutre 11: Introduction to Hidden Markov Models.
Bioinformatics Lecture 13: Phylogenetics and Molecular Clocks.
Bioinformatics Lecture 14: Genome Assembly.
Bioinformatics Lecture 14: Read Mapping in Genomics.
Bioinformatics Lecture15: Genome Annotation: Genetic Element Prediction.
Bioinformatics Lecture 16: Genome Annotation.
Bioinformatics Lecture 19: Genetic Variation I.
Bioinformatics Lecture 20: Genetic Variation II - GWAS.
Taught by
Nathaniel Jue
