Welcome to the 3rd Annual UQ-Bio Summer School!
Below is the Github repository holding all the links to Colab Notebooks and files needed during the course.
Brian Munsky, Luis Aguilera, William Raymond,
Joshua Cook, Michael May, Zachary Fox,
Eric Ron, Keisha Cook, Kaan Ocal,
Ania Baetica, and Ana Carolina Padua.
uqbio.summer.school@gmail.com • 2023 Undergraduate Summer School Schedule • UQ-Bio • Munsky Group
Module 0 (Online) : Getting Started with Basic Scientific Computing in Python.
Date (MST)
Location
Description
Link
May 22
Online
Intro to Python: Hello (Python) World, Types, Arithmetic Operations, Iterables, and Containers (Instructor: Zach Fox)
May 22
Online
Intro to Python: Loops, Ranges, Functions, Lambdas, List Comprehension (Instructor: Luis Aguilera)
May 22
Online
Intro to Python: importing packages, classes/modules, os navigation, reading files (Instructor: Will Raymond)
May 22
Online
Intro to Python: Google Colab environment setup and navigation (Instructor: Will Raymond)
May 22
Online
Intro to Python: Matplotlib visualization (Instructor: Will Raymond)
May 22
Online
Intro to Python: NumPy and Linear Algebra Review (Instructor: Michael May)
May 22
Online
Intro to Python: Using OpenAI's GPT3.5 in Python (Instructor: Brian Munsky)
Module 1 : Optical Microscopy Experiments and Image Processing .
Date (MST)
Location
Description
Link
May 24
Online
Python Preliminary Image Loading and Processing (Instructor: Luis Aguilera)
May 31
in person
Tutorial 1.1 — Basics of Image Processing, Dr. Luis Aguilera (Colorado State University)
June 1
In person
Tutorial 1.2 — Image Segmentation and Tracking, Dr. Carolina Padua (Champalimaud Center for the Unknown, Lisbon, Portugal)
Module 2 : Multivariable Statistics and Machine Learning for Biological Data.
Date (MST)
Location
Description
Link
June 2
in person
Tutorial 2.1 — Basic statistics, Prof. Ania Baetica (Drexel University)
June 5
in person
Tutorial 2.2 – Basics of Regression, Classification and Machine Learning, Dr. Zachary Fox (Oak Ridge National Laboratory)
Module 3 : Stochastic Simulations of Biological Processes.
Date (MST)
Location
Description
Link
June 6
in person
Tutorial 3.1 – Formulating and solving models for gene regulation dynamics, Joshua Cook (Colorado State University)
June 7
in person
Tutorial 3.2 – Sampling from Probability Distributions and Generating Stochastic Simulations, Prof. Keisha Cook (Clemson University)
Module 4 : Master Equation Analyses of Biological Processes.
Date (MST)
Location
Description
Link
June 8
in person
Tutorial 4.1 – Chemical Master Equation, Michael May (Colorado State University)
June 9
in person
Tutorial 4.2 – Markov Chain Monte Carlo and Model Inference, Kaan Ocal (Edinburgh University)
UQ-Bio23 Drug Discovery Challenge
Drug Discovery Challenge Presentation
Date (MST)
Location
Description
Link
May 31
NT135
Stage 1: Experimental Quantification (Instructor: Luis Aguilera)
June 2
NT135
Stage 2: Statistical Analysis (Instructor: Ania Baetica and Brian Munsky )
June 5
NT135
Stage 3: Regression Analysis (Instructor: Zach Fox and Brian Munsky )
June 7
NT135
Stage 4: Models and Stochastic Simulation (Instructor: Michael May, Joshua Cook, and Keisha Cook )
June 13
BSB 107
Final Predictions and Presentations
Link to the complete story
Link to the complete story
Link to the complete story