Part1: R Programming for Data Science

Link for ebook:

https://bookdown.org/rdpeng/rprogdatascience/history-and-overview-of-r.html

Outline and Schedual :

Date: 2020-04-23, 3:00pm

Speaker: Siqi

History and Overview of R
Getting Started with R
R Nuts and Bolts

Speaker: Lirui

Getting Data In and Out of R
Using the readr Package
Using Textual and Binary Formate for R
Interfaces to the Outsides Worlds
Subsetting R Objects

Date:2020-04-30, 3:00pm

Speaker: Baizhen

Vectorized Operations
Dates and Times
Managing Data Frames

Speaker:Jiawen

Control Stuctures
Functions
Scopping Rules for R
Loop Functions

Date: 2020-05-07, 3:00pm

Speaker: Yage

Regular Expressions
Debugging
Profilling R code

Speaker: Yiting

Simulation
Data Analysis Case Study
Parallel Computation

Part 2: Computational genomics with R

link for ebook : https://compgenomr.github.io/book/

Date 2020-05-14, 3:00pm

Speaker:ChenZihao

Chapter 3: Statistics for Genomics
Chapter 4: Exploratory Data Analysis with Unsupervised methods
Chapter 5: Predictive Modeling with Supervised methods

Date 2020-05-21, 3:00pm

Speaker: Peiyu

Chapter 8: RNA-seq analysis
Chapter 9: ChIP-seq analysis

Date 2020-05-28, 3:00pm

Speaker: unknow

Announce the champagne for R_homework
The winner will present the methodologies.