Decode Evolution: A Practical MEGA Bootcamp from Sequences to Phylogeny 0.1
Master Molecular Evolution and Phylogenetic Analysis with Hands-on MEGA Software Training. Transform DNA and Protein Sequences into Evolutionary Insights for Research, Genomics, and Bioinformatics Applications.
Course Description
Decode Evolution is an intensive online bootcamp designed to help life science learners master molecular evolution and phylogenetic analysis using MEGA software. This practical course covers sequence retrieval, alignment, evolutionary distance estimation, and phylogenetic tree construction from scratch. Participants will learn how to analyze DNA, RNA, and protein sequences using industry-standard bioinformatics workflows. Through real-world datasets and guided demonstrations, learners will gain hands-on experience in evolutionary biology and comparative genomics. The course bridges theory and practice, enabling participants to interpret evolutionary relationships and generate publication-ready phylogenetic trees. Ideal for students, researchers, and professionals, this bootcamp provides valuable skills applicable to genomics, biotechnology, precision medicine, and computational biology research.
What You'll Learn
Sequence Retrieval: How to efficiently mine and extract homologous genetic sequences from global biological databases like NCBI.
Multiple Sequence Alignment (MSA):Techniques for aligning nucleotide and amino acid sequences using tools like ClustalW and MUSCLE.
Evolutionary Models:Best practices for selecting the appropriate substitution models for precise DNA and protein evolution tracking.
Phylogenetic Inference: Comprehensive training on building Neighbor-Joining, Maximum Likelihood, and UPGMA trees.
Tree Interpretation & Validation: Methods to evaluate tree reliability using bootstrap analysis and rooting strategies.
Curriculum
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"Module 1: Foundations of Molecular Evolution
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Evolutionary concepts and terminology
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Molecular evolution principles
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Applications in life sciences
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Module 2: Introduction to MEGA Software
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Installation and interface overview
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Project creation and data management
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Understanding MEGA workflows
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Module 3: Sequence Acquisition and Preparation
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DNA, RNA, and protein sequences
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NCBI database retrieval
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Sequence formatting and cleaning
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Module 4: Multiple Sequence Alignment
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Pairwise alignment
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Multiple sequence alignment
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Alignment quality evaluation
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Module 5: Evolutionary Analysis
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Genetic distance calculations
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Substitution models
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Evolutionary rate estimation
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Module 6: Phylogenetic Tree Construction
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Neighbor-Joining trees
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UPGMA trees
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Maximum Parsimony concepts
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Module 7: Advanced Phylogenetics
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Maximum Likelihood analysis
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Bootstrap validation
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Model testing and optimization
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Module 8: Tree Interpretation and Visualization
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Reading phylogenetic trees
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Evolutionary relationship analysis
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Exporting publication-quality figures
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Module 9: Real-World Applications
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Comparative genomics case studies
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Species evolution analysis
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Research-based datasets
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Module 10: Capstone Project
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Complete phylogenetic workflow
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Data interpretation
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Final project presentation
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