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
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General
INTRODUCTION TO BIOINFORMATICS
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Topic 1
Introduction to Bioinformatics -
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Topic 2
Introduction to biology, biological databases, and high-throughput data sources. Overview of bioinformatics problems.
Pairwise sequence alignment algorithms: Dynamic programming -
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Topic 3
Statistical significance of alignments - Part I
Statistical significance of alignments - Part II -
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Topic 4
Suffix Trees, Suffix Arrays -
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Topic 5
Patterns, Profiles, and Multiple Alignments -
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Topic 6
Hidden Markov Models
Week 5 Lecture Slides Continued -
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Topic 7
Multiple Sequence Alignment Algorithms
Week 5 Lecture Slides Continued -
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Topic 8
Midterm Review and Midterm Exam
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Phylogenetic trees -
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Topic 9
Introduction to protein structures
Structure Prediction -
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Topic 10
Protein Structure Prediction (continued) -
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Topic 11
Protein Structure Prediction (continued) -
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Topic 12
Structural Alignment of Proteins
(lecture notes continued) -
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Topic 13
Microarray data normalization, analysis
Clustering techniques -
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Topic 14
Introduction to Systems Biology
Gene regulatory networks -
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Topic 15
Construction and Analysis of protein networks:
Monte Carlo Sampling, Random Walks on Graphs-
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Final review
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