TY Workshop

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Genomics

Introduction
Central Dogma
RNA-Sequencing

R Studio Cloud

Introduction
Create Account
Create Project
R Markdown
Install Packages

Coding in RStudio

Variables
Calculations
Vectors
Lists
Dataframes
Worksheet

Visualising Variables

Introduction
Visualising Distributions
Visualising Relationships
Visualising Nested Groups
Enhancing Plots
Worksheet

Machine Learning: Clustering

Introduction
Visualise Toy Dataset
ScatterPlotMatrix
Distance Metrics
Dist() function
Sample Heatmaps
Hierarchical Clustering
Feature heatmaps

Machine Learning: Classification

Introduction
KNN
Coding a Classifier
Training & Test Splits
Training the model
Confusion Matrix
Testing the model
Predicting Unseen Data

TY Workshop

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