Bioinformatics and Data Science
Summer Workshops 2024

Two courses that can be attended in-person at the University of South Carolina in Columbia, SC or virtual (synchronous). Courses are free for all affiliate members of SC INBRE.

Registration — see below or click this link.

Contact

Dr. Homay Valafar
Bioinformatics
Core Director

Email

Machine Learning
in Python

M, June 3

10 to 11 am
Intro to Cloud Computing

11 am to 12 pm
Basic Python

2 to 3 pm
Office Hour

T, June 4

10 to 11 am
Control statements

11 am to 12 pm
Iterators and arrays

2 to 3 pm
Office Hour

W, June 5

10 to 11 am
Numerical Data with NumPy

11 am to 12 pm
Examples

2 to 3 pm
Office Hour

Th, June 6

10 to 11 am
Data Frames with Pandas

11 am to 12 pm
Examples

2 to 3 pm
Office Hour

F, June 7

10 to 11 am
Visualization with MatPlotLib

11 am to 12 pm
Examples

2 to 3 pm
Office Hour

M, June 10

10 to 11 am
Random Number Generators

11 am to 12 pm
Multivariate random numbers

2 to 3 pm
Office Hour

T, June 11

10 to 11 am
K-Means

11 am to 12 pm
KNN

2 to 3 pm
Office Hour

W, June 12

10 to 11 am
Decision Tree

11 am to 12 pm
Random Forest

2 to 3 pm
Office Hour

Th, June 13

10 to 12 pm
Artificial Neural Networks

2 to 3 pm
Office Hour

F, June 14

10 to 12 pm
Artificial Neural Networks

2 to 3 pm
Office Hour

Data Analytics
in R

M, July 8

10 to 11 am
Introduction to R, R Studio & web APIs for R

11 am to 12 pm
Basic R

2 to 3 pm
Office Hour

T, July 9

10 to 11 am
Data structure

11 am to 12 pm
Control statements

2 to 3 pm
Office Hour

W, July 10

10 to 11 am
Functions in R

11 am to 12 pm
Examples

2 to 3 pm
Office Hour

Th, July 11

10 to 11 am
Data Wrangling

11 am to 12 pm
Examples

2 to 3 pm
Office Hour

F, July 12

10 to 11 am
Data Visualization

11 am to 12 pm
Examples

2 to 3 pm
Office Hour

M, July 15

10 to 11 am
K-Means

11 am to 12 pm
KNN

2 to 3 pm
Office Hour

T, July 16

10 to 11 am
Supervised Learning in R

11 am to 12 pm
Regression/Decision Tree

2 to 3 pm
Office Hour

W, July 17

10 to 11 am
RandomForest

11 am to 12 pm
Tuning parameters or hyperparameters of the model

2 to 3 pm
Office Hour

Th, July 18

10 to 11 am
Dimension Reduction/PCA

11 am to 12 pm
Clustering by R

2 to 3 pm
Office Hour

F, July 19

10 to 11 am
Nonparametric statistics

11 am to 12 pm
Artificial Neural Networks in R

2 to 3 pm
Office Hour

Page updated March 20, 2024