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.
Machine Learning in Python, June 3-14
Data Analytics in R, July 8-19
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