INTRODUCTION TO BIOINFORMATICS
INTRODUCTION TO BIOINFORMATICS
这套教程源自Youtube,算得上比较完整的生物信息学领域的视频教程,授课内容完整清晰,专题化的讲座形式,细节讲解比国内的京师大学堂的Mooc教程好过10000倍.下面是视频的快速链接还有文档讲义哦,很好的东东,链接分享给国内的朋友们.
=课程主页:http://ocw.metu.edu.tr/course/view.php?id=37,
Instructor: Tolga CAN
Added: 18 November 2009
Topic outline
General
INTRODUCTION TO BIOINFORMATICS
Topic 2
Introduction to biology, biological databases, and high-throughput data sources. Overview of bioinformatics problems.Pairwise sequence alignment algorithms: Dynamic programming
Topic 3
Statistical significance of alignments - Part IStatistical significance of alignments - Part II
Topic 4
Suffix Trees, Suffix Arrays
Topic 5
Patterns, Profiles, and Multiple Alignments
Topic 6
Hidden Markov ModelsWeek 5 Lecture Slides Continued
Topic 7
Multiple Sequence Alignment AlgorithmsWeek 5 Lecture Slides Continued
Topic 8
Midterm Review and Midterm Exam
- Phylogenetic trees
Topic 9
Introduction to protein structuresStructure Prediction
Topic 10
Protein Structure Prediction (continued)
Topic 11
Protein Structure Prediction (continued)
Topic 12
Structural Alignment of Proteins
(lecture notes continued)
Topic 13
Microarray data normalization, analysisClustering techniques
Topic 14
Introduction to Systems BiologyGene regulatory networks
Topic 15
Construction and Analysis of protein networks:
Monte Carlo Sampling, Random Walks on Graphs- Final review
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