Overview-Overview
Syllabus
Pre-Course Survey
Why Genomics?
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What Is Genomics?
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What Is Genomic Data Science?
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Overview-Molecular Biology
Just Enough Cell Biology
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Important Molecules in Molecular Biology
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The Human Genome Project
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Molecular Biology Structures
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From Genes to Phenotypes
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Measurement Technology-Measurement Technology
Polymerase Chain Reaction
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Next Generation Sequencing
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Applications of Sequencing
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Computing Technology-Computing Technology
What Is Computer Science?
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Algorithms
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Memory and Data Structures
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Efficiency
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Software Engineering
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What is Computational Biology Software
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Data Science Technology-Data Science Technology
Why Care About Statistics?
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What Went Wrong?
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The Central Dogma of Statistics
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Data Sharing Plans
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Getting Help with Statistics
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Plotting Your Data
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Sample Size and Variability
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Statistical Significance
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Multiple Testing
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Study Design, Batch Effects, and Confounding
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Data Science Technology-Course Project
Course Project Instructions and Reading
Data Science Technology-Post-Course Survey
Post-Course Survey