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강좌: Algorithms for DNA Sequencing. 되돌아가려면 여기을 클릭하세요.

- Welcome to Algorithms for DNA Sequencing
- Pre Course Survey
- Syllabus
- Setting up Python (and Jupyter)
- Getting slides and notebooks
- Using data files with Python programs
- Module 1 Introduction
- Lecture: Why study this?
- Lecture: DNA sequencing past and present
- Lecture: Genomes as strings, reads as substrings
- Lecture: String definitions and Python examples
- Practical: String basics
- Practical: Manipulating DNA strings
- Practical: Downloading and parsing a genome
- Lecture: How DNA gets copied
- Optional lecture: How second-generation sequencers work
- Optional lecture: Sequencing errors and base qualities
- Lecture: Sequencing reads in FASTQ format
- Practical: Working with sequencing reads
- Practical: Analyzing reads by position
- Lecture: Sequencers give pieces to genomic puzzles
- Lecture: Read alignment and why it's hard
- Lecture: Naive exact matching
- Practical: Matching artificial reads
- Practical: Matching real reads
- Programming Homework 1 Instructions (Read First)
- Week 2 Introduction
- Lecture: Boyer-Moore basics
- Lecture: Boyer-Moore: putting it all together
- Lecture: Diversion: Repetitive elements
- Practical: Implementing Boyer-Moore
- Lecture: Preprocessing
- Lecture: Indexing and the k-mer index
- Lecture: Ordered structures for indexing
- Lecture: Hash tables for indexing

- Practical: Implementing a k-mer index
- Lecture: Variations on k-mer indexes
- Lecture: Genome indexes used in research
- Lecture: Approximate matching, Hamming and edit distance
- Lecture: Pigeonhole principle
- Practical: Implementing the pigeonhole principle
- Programming Homework 2 Instructions (Read First)
- Module 3 Introduction
- Lecture: Solving the edit distance problem
- Lecture: Using dynamic programming for edit distance
- Practical: Implementing dynamic programming for edit distance
- Lecture: A new solution to approximate matching
- Lecture: Meet the family: global and local alignment
- Practical: Implementing global alignment
- Lecture: Read alignment in the field
- Lecture: Assembly: working from scratch
- Lecture: First and second laws of assembly
- Lecture: Overlap graphs
- Practical: Overlaps between pairs of reads
- Practical: Finding and representing all overlaps
- Programming Homework 3 Instructions (Read First)
- Module 4 introduction
- Lecture: The shortest common superstring problem
- Practical: Implementing shortest common superstring
- Lecture: Greedy shortest common superstring
- Practical: Implementing greedy shortest common superstring
- Lecture: Third law of assembly: repeats are bad
- Lecture: De Bruijn graphs and Eulerian walks
- Practical: Building a De Bruijn graph
- Lecture: When Eulerian walks go wrong
- Lecture: Assemblers in practice
- Lecture: The future is long?
- Lecture: Computer science and life science
- Lecture: Thank yous
- Post Course Survey