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FNT 1.104

Introduction to Single Cell Data Analysis

Member for

2 years 9 months
Full name
Gary Chiang
Submitted by Gary Chiang on

This course provides an introduction to the bioinformatics analysis of single-cell RNA-seq (scRNA-seq) data, with a particular focus on methods especially appropriate for analysis of 10X Genomics data. Differences between bulk RNA-seq and scRNA-seq will be discussed in order to develop understanding of both what new methods are required versus what established RNA-seq analysis methods can be retained. A typical workflow for single cell RNA-seq analysis using Seurat will be presented.

CB26020
Instructor

Dennis Wylie (Co-Director, Bioinformatics Consulting Group, CBRS)

Dennis Wylie joined the bioinformatics group in 2015. He has experience in NGS data analysis including variant calling and RNA-Seq-based biomarker discovery and predictive modeling (classification, regression, etc.). Prior to UT, he earned a PhD in Biophysics from UC Berkeley applying stochastic simulation methods in immunology, did postdoctoral work modeling the transmission of infectious disease, and spent six years as a bioinformatician in industry.

Status
Open
Location
Modality
Hybrid, but in-person encouraged
Course Closes
Fri, Apr 03
Procard Disclaimer

If you use the UT ProCard for payment of courses, please be aware that you can only charge ONCE per 24 hour period. Any attempts to charge more courses will fail, and you will not be registered.

For example, you may add one to many courses for one student into your shopping cart at any one time, and charge them to the ProCard, and you should receive a "registration successful!" page at the end. This is because you registered ONCE for ONE student. If you attempt to register and pay again, for example, for a different student, this will trigger the UT ProCard security system to stop payment, and your registration will not be successful. A page stating this fact will occur after you attempt to process payment. It looks a lot like the "registration was successful" page.

Ways to avoid this are: use the ProCard after 24 hours have passed, or the student may use their credit card and be reimbursed later through the usual UT accounting methods, or process the registration with an IDT, otherwise known as an Interdepartmental Transfer (talk to someone in your department that handles the accounts).

Course Semester
Spring 2026
Course Type
Short Courses in Bioinformatics and Biocomputing
Wed, Apr 08
Start Date
9:30 am - 12:30 pm

$50

Introduction to Flow Cytometry Analysis & Cell Sorting

Member for

2 years 9 months
Full name
Gary Chiang
Submitted by Gary Chiang on

Flow cytometry allows for rapid, simultaneous analysis of multiple parameters of single cells, which can then be sorted into individual populations according to these parameters. In this class, Richard will cover flow cytometry and cell sorting technology, applications of these techniques, best practices for experiments, the use of spectral flow cytometry for complex antibody panels, the fundamentals of performing compensation, and methods for presenting flow cytometry data.

CB26028
Instructor

Richard Salinas (Senior Flow Cytometry Specialist)

Richard Salinas has over 20 years of experience in flow cytometry with multiple cell analyzer and sorting platforms: BD Biosciences, Sony Biotechnology, Cytek Biosciences and Beckman-Coulter. He also has extensive data analysis experience in using FlowJo and FCS Express software.

Status
Open
Location
Modality
Hybrid
Course Closes
Mon, Mar 30
Procard Disclaimer

If you use the UT ProCard for payment of courses, please be aware that you can only charge ONCE per 24 hour period. Any attempts to charge more courses will fail, and you will not be registered.

For example, you may add one to many courses for one student into your shopping cart at any one time, and charge them to the ProCard, and you should receive a "registration successful!" page at the end. This is because you registered ONCE for ONE student. If you attempt to register and pay again, for example, for a different student, this will trigger the UT ProCard security system to stop payment, and your registration will not be successful. A page stating this fact will occur after you attempt to process payment. It looks a lot like the "registration was successful" page.

Ways to avoid this are: use the ProCard after 24 hours have passed, or the student may use their credit card and be reimbursed later through the usual UT accounting methods, or process the registration with an IDT, otherwise known as an Interdepartmental Transfer (talk to someone in your department that handles the accounts).

Course Semester
Spring 2026
Course Type
Short Courses in Bioinformatics and Biocomputing
Fri, Apr 03
Start Date
10:00 am - 12:00 pm

$20

Introduction of Tag Seq (3′ Targeted Sequencing)

Member for

2 years 9 months
Full name
Gary Chiang
Submitted by Gary Chiang on

Tag Seq is a method of sequencing the 3′ ends of mRNA in order to identify differential gene expression using a significantly cost-effective method. This course is an introduction to this Tag Seq method as well as the bioinformatics involved in analyzing a Tag Seq dataset. We will discuss library prep, quality assessment, read mapping, gene quantification, differential expression analysis and downstream analysis.

Prerequisites:
There are no prerequisites for taking this course.

CB26019
Instructor

Anna Battenhouse (Associate Research Scientist and Bioinformatics Consultant, CBRS)

Anna Battenhouse is a research scientist in the lab of Dr. Edward Marcotte, is a member of UT Austin’s Bioinformatics Consulting Group, and leads the Biomedical Research Computing Facility’s mission to support IT and computational needs of the biological sciences community. She has extensive experience working with NGS data over the last 15+ years, and develops and maintains NGS analysis scripts for UT’s BioITeam. Anna received a B.A. in English Literature from Carleton College in 1978. After a long career in commercial software development Anna began her “retirement career” at UT Austin in 2007, and obtained a B.S. in Biochemistry in 2013.

Status
Open
Location
Modality
Hybrid, but in-person encouraged
Course Closes
Fri, Mar 27
Procard Disclaimer

If you use the UT ProCard for payment of courses, please be aware that you can only charge ONCE per 24 hour period. Any attempts to charge more courses will fail, and you will not be registered.

For example, you may add one to many courses for one student into your shopping cart at any one time, and charge them to the ProCard, and you should receive a "registration successful!" page at the end. This is because you registered ONCE for ONE student. If you attempt to register and pay again, for example, for a different student, this will trigger the UT ProCard security system to stop payment, and your registration will not be successful. A page stating this fact will occur after you attempt to process payment. It looks a lot like the "registration was successful" page.

Ways to avoid this are: use the ProCard after 24 hours have passed, or the student may use their credit card and be reimbursed later through the usual UT accounting methods, or process the registration with an IDT, otherwise known as an Interdepartmental Transfer (talk to someone in your department that handles the accounts).

Course Semester
Spring 2026
Course Type
Short Courses in Bioinformatics and Biocomputing
Wed, April 01
Start Date
9:30 am - 12:00 pm

$50

Introduction to Microscopy and Flow Cytometry Resources

Member for

2 years 9 months
Full name
Gary Chiang
Submitted by Gary Chiang on

This course offers an overview of how the Microscopy and Flow Cytometry Facility can help researchers answer their scientific questions. Participants will learn about the state-of-the-art instruments and services available at the MFC, including advanced fluorescence microscopes, flow cytometers, and cell sorters. The course will also cover the types of experiments that can be conducted using these instruments, introduce the facility's expert staff scientists, and provide detailed information on how to access and use the MFC's resources.

CB26027
Instructor

Anna Webb (Director, Microscopy and Flow Cytometry Facility)

Before becoming director of the Microscopy and Flow Cytometry Facility in 2021, Anna Webb was the light microscopy specialist at the MFC for 5 years and has worked in light microscopy support in core facilities for 15 years.

Status
Open
Location
Modality
Hybrid
Course Closes
Mon, Mar 23
Procard Disclaimer

If you use the UT ProCard for payment of courses, please be aware that you can only charge ONCE per 24 hour period. Any attempts to charge more courses will fail, and you will not be registered.

For example, you may add one to many courses for one student into your shopping cart at any one time, and charge them to the ProCard, and you should receive a "registration successful!" page at the end. This is because you registered ONCE for ONE student. If you attempt to register and pay again, for example, for a different student, this will trigger the UT ProCard security system to stop payment, and your registration will not be successful. A page stating this fact will occur after you attempt to process payment. It looks a lot like the "registration was successful" page.

Ways to avoid this are: use the ProCard after 24 hours have passed, or the student may use their credit card and be reimbursed later through the usual UT accounting methods, or process the registration with an IDT, otherwise known as an Interdepartmental Transfer (talk to someone in your department that handles the accounts).

Course Semester
Spring 2026
Course Type
Short Courses in Bioinformatics and Biocomputing
Fri, Mar 27
Start Date
10:00 am - 12:00 pm

Free

Python for Machine Learning/AI

Member for

2 years 9 months
Full name
Gary Chiang
Submitted by Gary Chiang on

Building further on the concepts covered in the Introduction, Intermediate, and Data Science Python courses, we will introduce Python as a tool for training and testing machine learning (ML) models with a particular focus on deep learning approaches. Specific topics will include an introduction to the PyTorch software library and a brief survey of some of the basic model architectures which it implements. Some prior familiarity with the basic ideas of ML (underfitting vs. overfitting, use of training and test data sets, model performance metrics such as AUC, etc.) and/or linear algebra will be helpful for getting the most out of this course.

CB26017
Instructor

Dennis Wylie (Co-Director, Bioinformatics Consulting Group, CBRS)

Dennis Wylie joined the bioinformatics group in 2015. He has experience in NGS data analysis including variant calling and RNA-Seq-based biomarker discovery and predictive modeling (classification, regression, etc.). Prior to UT, he earned a PhD in Biophysics from UC Berkeley applying stochastic simulation methods in immunology, did postdoctoral work modeling the transmission of infectious disease, and spent six years as a bioinformatician in industry.

Status
Open
Location
Modality
Hybrid (In-person or Zoom)
Course Closes
Fri, Mar 20
Procard Disclaimer

If you use the UT ProCard for payment of courses, please be aware that you can only charge ONCE per 24 hour period. Any attempts to charge more courses will fail, and you will not be registered.

For example, you may add one to many courses for one student into your shopping cart at any one time, and charge them to the ProCard, and you should receive a "registration successful!" page at the end. This is because you registered ONCE for ONE student. If you attempt to register and pay again, for example, for a different student, this will trigger the UT ProCard security system to stop payment, and your registration will not be successful. A page stating this fact will occur after you attempt to process payment. It looks a lot like the "registration was successful" page.

Ways to avoid this are: use the ProCard after 24 hours have passed, or the student may use their credit card and be reimbursed later through the usual UT accounting methods, or process the registration with an IDT, otherwise known as an Interdepartmental Transfer (talk to someone in your department that handles the accounts).

Course Semester
Spring 2026
Course Type
Short Courses in Bioinformatics and Biocomputing
Wed, Mar 25
Start Date
9:30 am - 12:30 pm

$50

Biomolecular Structure Determination by CryoEM

Member for

2 years 9 months
Full name
Gary Chiang
Submitted by Gary Chiang on

Transmission Electron Microscopy (TEM) and Cryogenic electron microscopy (cryo-EM)are versatile methods for biological structural characterization. Technological advancements made in the past decade have enabled cryo-EM to become an approachable high-resolution method capable of generating atomic structures.

The course will be divided into three sections: an initial 45-minute section on the room temperature (classical) EM services offered by the core; followed by two sections: an overview of the basic principles of single particle cryo-EM along the related services our core offers users, split into two approximately one hour sections with breaks between all sections. We will also discuss the practical applications of cryoEM and what a user will need to perform a successful experiment.

CB26025
Instructor

Axel Brilot (Facility Director, CBRS); Michelle Mikesh (EM and Sample Preparation Specialist)

Axel Brilot obtained his Ph.D. in Biophysics and Structural Biology developing and applying cryo-EM methods for single-particle reconstruction. He has 15 years’ experience in the cryo-EM field and has been the facility director of the Sauer Structural Biology Laboratory since 2021.

Michelle worked as a lab manager with more than 25 years of research experience before joining the CBRS in 2019. Since then, she has enjoyed assisting students and researchers with preparing and imaging samples from microbiology to materials engineering and looks forward to expanding her work with cryoEM.

Status
Open
Location
Modality
Hybrid, but in person encouraged
Course Closes
Mon, Mar 09
Procard Disclaimer

If you use the UT ProCard for payment of courses, please be aware that you can only charge ONCE per 24 hour period. Any attempts to charge more courses will fail, and you will not be registered.

For example, you may add one to many courses for one student into your shopping cart at any one time, and charge them to the ProCard, and you should receive a "registration successful!" page at the end. This is because you registered ONCE for ONE student. If you attempt to register and pay again, for example, for a different student, this will trigger the UT ProCard security system to stop payment, and your registration will not be successful. A page stating this fact will occur after you attempt to process payment. It looks a lot like the "registration was successful" page.

Ways to avoid this are: use the ProCard after 24 hours have passed, or the student may use their credit card and be reimbursed later through the usual UT accounting methods, or process the registration with an IDT, otherwise known as an Interdepartmental Transfer (talk to someone in your department that handles the accounts).

Course Semester
Spring 2026
Course Type
Short Courses in Bioinformatics and Biocomputing
Fri, Mar 13
Start Date
10:00 am - 1:00 pm

$10

Intermediate Python

Member for

2 years 9 months
Full name
Gary Chiang
Submitted by Gary Chiang on

This domain non-specific course is designed for Python programmers who have basic experience with the language. Learners are expected to be familiar with control flow and basic Python data structures (variable assignment, lists, dictionaries). This course will cover the knowledge to make code modular, readable and reproducible. A major focus will be object-oriented programming and Python’s implementation of the object-oriented paradigm.

CB26015
Instructor

Matt Bramble (Bioinformatician, Bioinformatics Consulting Group, CBRS)

Matt Bramble joined the CBRS team after working at MD Anderson Cancer Center analyzing a wide range of NGS data in epigenomics. His areas of expertise include: Hi-C (chromatin conformation) analysis, mouse somatic variant analysis, and single cell RNAseq analysis. He has 10 years of experience with R and Python, and Master’s degrees from UT in Molecular Biology and Statistics.

Status
Open
Location
Modality
Hybrid, but in-person encouraged
Course Closes
Fri, Mar 06
Procard Disclaimer

If you use the UT ProCard for payment of courses, please be aware that you can only charge ONCE per 24 hour period. Any attempts to charge more courses will fail, and you will not be registered.

For example, you may add one to many courses for one student into your shopping cart at any one time, and charge them to the ProCard, and you should receive a "registration successful!" page at the end. This is because you registered ONCE for ONE student. If you attempt to register and pay again, for example, for a different student, this will trigger the UT ProCard security system to stop payment, and your registration will not be successful. A page stating this fact will occur after you attempt to process payment. It looks a lot like the "registration was successful" page.

Ways to avoid this are: use the ProCard after 24 hours have passed, or the student may use their credit card and be reimbursed later through the usual UT accounting methods, or process the registration with an IDT, otherwise known as an Interdepartmental Transfer (talk to someone in your department that handles the accounts).

Course Semester
Spring 2026
Course Type
Short Courses in Bioinformatics and Biocomputing
Wed, Mar 11
Start Date
9:00 am - 12:30 pm

$50

Introduction to Python

Member for

2 years 9 months
Full name
Gary Chiang
Submitted by Gary Chiang on

Python is a simple and popular programming language that can be used across platforms, and is useful for a wide variety of tasks.

This short course is a basic introduction to scripting using Python. Skills taught will include data structures, loops, conditional statements, function definitions, and if time permits, file input and output. These tools will be useful for researchers in many fields for data management, automating tedious computational tasks, and handling “big data.” This course is taught at an introductory level and is appropriate for students with no programming experience, but will contain material and techniques helpful to moderately experienced programmers new to Python.

CB26014
Instructor

Matt Bramble (Bioinformatician, Bioinformatics Consulting Group, CBRS)

Matt Bramble joined the CBRS team after working at MD Anderson Cancer Center analyzing a wide range of NGS data in epigenomics. His areas of expertise include: Hi-C (chromatin conformation) analysis, mouse somatic variant analysis, and single cell RNAseq analysis. He has 10 years of experience with R and Python, and Master’s degrees from UT in Molecular Biology and Statistics.

Status
Open
Location
Modality
Hybrid, but in-person encouraged
Course Closes
Fri, Feb 27
Procard Disclaimer

If you use the UT ProCard for payment of courses, please be aware that you can only charge ONCE per 24 hour period. Any attempts to charge more courses will fail, and you will not be registered.

For example, you may add one to many courses for one student into your shopping cart at any one time, and charge them to the ProCard, and you should receive a "registration successful!" page at the end. This is because you registered ONCE for ONE student. If you attempt to register and pay again, for example, for a different student, this will trigger the UT ProCard security system to stop payment, and your registration will not be successful. A page stating this fact will occur after you attempt to process payment. It looks a lot like the "registration was successful" page.

Ways to avoid this are: use the ProCard after 24 hours have passed, or the student may use their credit card and be reimbursed later through the usual UT accounting methods, or process the registration with an IDT, otherwise known as an Interdepartmental Transfer (talk to someone in your department that handles the accounts).

Course Semester
Spring 2026
Course Type
Short Courses in Bioinformatics and Biocomputing
Wed, Mar 04
Start Date
9:00 am - 12:30 pm

$50

Basics of Image Processing for cryo-EM-Part II

Member for

2 years 9 months
Full name
Gary Chiang
Submitted by Gary Chiang on

This course provides an introduction to important concepts and practical workflows of cryo-electron microscopy (cryo-EM) image processing. Participants will learn the fundamentals of single-particle analysis, including motion correction, CTF estimation, particle picking, 2D classification, 3D reconstruction, and refinement. This second session consists of a hands-on tutorial in image processing performed in cisTEM. Participants should attend the first lecture prior to attending this course.

CB26009
Instructor

Axel Brilot (Facility Director, CBRS); Michelle Mikesh (EM and Sample Preparation Specialist)

Axel Brilot obtained his Ph.D. in Biophysics and Structural Biology developing and applying cryo-EM methods for single-particle reconstruction. He has 15 years’ experience in the cryo-EM field and has been the facility director of the Sauer Structural Biology Laboratory since 2021.

Michelle worked as a lab manager with more than 25 years of research experience before joining the CBRS in 2019. Since then, she has enjoyed assisting students and researchers with preparing and imaging samples from microbiology to materials engineering and looks forward to expanding her work with cryoEM.

Status
Open
Location
Modality
Hybrid, but in-person encouraged
Course Closes
Wed, Nov 12
Procard Disclaimer

If you use the UT ProCard for payment of courses, please be aware that you can only charge ONCE per 24 hour period. Any attempts to charge more courses will fail, and you will not be registered.

For example, you may add one to many courses for one student into your shopping cart at any one time, and charge them to the ProCard, and you should receive a "registration successful!" page at the end. This is because you registered ONCE for ONE student. If you attempt to register and pay again, for example, for a different student, this will trigger the UT ProCard security system to stop payment, and your registration will not be successful. A page stating this fact will occur after you attempt to process payment. It looks a lot like the "registration was successful" page.

Ways to avoid this are: use the ProCard after 24 hours have passed, or the student may use their credit card and be reimbursed later through the usual UT accounting methods, or process the registration with an IDT, otherwise known as an Interdepartmental Transfer (talk to someone in your department that handles the accounts).

Course Semester
Fall 2025
Course Type
Short Courses in Bioinformatics and Biocomputing
Fri, Nov 14
Start Date
10:00 am - 1:00 pm

$50

Basics of Image Processing for cryo-EM-Part I

Member for

2 years 9 months
Full name
Gary Chiang
Submitted by Gary Chiang on

This course provides an introduction to important concepts and practical workflows of cryo-electron microscopy (cryo-EM) image processing. Participants will learn the fundamentals of single-particle analysis, including motion correction, CTF estimation, particle picking, 2D classification, 3D reconstruction, and refinement. The course consists of two sessions, with the first session consisting of a lecture, and the second session consisting of a hands-on processing session. Students intending to attend the hands-on session should ensure they have also taken this first lecture.

In order to best prepare for this course, students should learn basic concepts in cryo-EM from a short online course on cryo-EM (e.g. Cryo-EM university), as the course will build on a basic knowledge of concepts presented there.

Secondary recommended video resources:

  1. Single Particle Cryo-EM Overview by Yifan Cheng – Explains the principles of single-particle cryo-EM and 3D reconstruction from 2D images. Watch on YouTube
  2. Introduction and Cryo-EM Fundamentals (Part 1 of 6) – Covers data collection, motion correction, CTF estimation, particle picking, and 2D/3D classification using CryoSPARC. Watch on YouTube
  3. S2C2 Cryo-EM Image Processing Workshop (Full Session) – A nearly 5-hour workshop covering motion correction, CTF estimation, particle picking, 2D classification, and ab initio reconstruction. Watch on YouTube
  4. Cryo-EM: Back to Basics (Chapter 1) – A concise introduction to sample preparation, imaging, and data processing fundamentals. Watch on YouTube
  5. Single-Particle Data Analysis Walkthrough – A step-by-step CryoSPARC workflow: motion correction, CTF estimation, particle picking, classification, and refinement. Watch on YouTube
CB26008
Instructor

Axel Brilot (Facility Director, CBRS); Michelle Mikesh (EM and Sample Preparation Specialist)

Axel Brilot obtained his Ph.D. in Biophysics and Structural Biology developing and applying cryo-EM methods for single-particle reconstruction. He has 15 years’ experience in the cryo-EM field and has been the facility director of the Sauer Structural Biology Laboratory since 2021.

Michelle worked as a lab manager with more than 25 years of research experience before joining the CBRS in 2019. Since then, she has enjoyed assisting students and researchers with preparing and imaging samples from microbiology to materials engineering and looks forward to expanding her work with cryoEM.

Status
Open
Location
Modality
Hybrid, but in-person encouraged
Course Closes
Wed, Nov 05
Procard Disclaimer

If you use the UT ProCard for payment of courses, please be aware that you can only charge ONCE per 24 hour period. Any attempts to charge more courses will fail, and you will not be registered.

For example, you may add one to many courses for one student into your shopping cart at any one time, and charge them to the ProCard, and you should receive a "registration successful!" page at the end. This is because you registered ONCE for ONE student. If you attempt to register and pay again, for example, for a different student, this will trigger the UT ProCard security system to stop payment, and your registration will not be successful. A page stating this fact will occur after you attempt to process payment. It looks a lot like the "registration was successful" page.

Ways to avoid this are: use the ProCard after 24 hours have passed, or the student may use their credit card and be reimbursed later through the usual UT accounting methods, or process the registration with an IDT, otherwise known as an Interdepartmental Transfer (talk to someone in your department that handles the accounts).

Course Semester
Fall 2025
Course Type
Short Courses in Bioinformatics and Biocomputing
Mon, Nov 10
Start Date
10:00 am - 1:00 pm

$50

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