Welcome to BMEG310 Git Repository

This repository contains course material (lecture/labs, assignments, and project) related to BMEG310 course at UBC.

Lab sessions

1- Introduction to R Basics

    1.1. Introduction to R and RStudio: Link

    1.2. Introduction to data wrangling and functions in R: Link

    1.3- Introduction to R Visualization:

       1.3.1. Tutorial can be found here: Link
       1.3.2. Data files can be found here: Link
       1.3.3. Cheatsheet for R Visualization can be found here: Link
       1.3.4. The tutorial covered in class (1) Link
       1.3.5. The tutorial covered in class (2) Link
       1.3.6. Rstudio cheatsheets: https://www.rstudio.com/resources/cheatsheets/

    1.4. Introduction to R Markdown:

       1.4.1. Tutorial can be found here: Link
       1.4.2. Data files can be found here: Link
       1.4.3. Cheatsheet for R Markdown can be found here: Link

2- Introduction to Machine Learning

    2.1. Tutorial can be found here: Link
    2.2. Data files can be found here: Link
    2.3. Cheatsheets for Machine Learning Concepts can be found here: Link
   

3- Introduction to Survival Analysis

    3.1. Tutorial can be found here: Link
    3.2. Data files can be found here. You SHOULD unzip it using WinRAR or WinZIP or ,...: Link

4- Introduction to Mutation Analysis

    4.1. Tutorial can be found here: Link
    4.2. Data files can be found here: Link

5- Introduction to Differential Analysis

    4.1. Tutorial can be found here: Link
    4.2. Data 1 can be found here: Link
    4.3. Data 2 can be found here: Link

Lab deliverables (each 1%)

      

1. Lab task 1: Link to the instructions       
2. Lab task 2: Link to the instructions
3. Lab task 3: Link to the instructions        Link to the data
4. Lab task 4: Link to the instructions        Link to the data
5. Lab task 5: Link to the instructions        Link to the data
6. Lab task 6: Link to the instructions
7. Lab task 7: Link to the instructions        For data, please refer to the project description page Link
8. Lab task 8: Link to the instructions        You SHOULD unzip it using WinRAR or WinZIP Link to the data
9. Lab task 9: Link to the instructions
10. Lab task 10: Link to the instructions

Project

Project details can be found here: Link to the instructions