W1A: Unix command line I

529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

Unix is a command-line-based platform that is a highly powerful and flexible tool for data management and analysis. First, this workshop introduces the basic concepts of UNIX operating system and […]

W2: Using NGS Analysis Tools

529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

High-throughput sequencing technology involves a number of concepts and techniques that shape a project before application-specific processes are utilized. First, this workshop introduces the more “universal” aspects of high-throughput sequence […]

W18: Advanced Python

529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

This workshop will cover some more advanced topics in python including an overview of object-oriented python (this will not be an in-depth course on object-oriented programming), use of the numpy […]

W17: Machine Learning with Python

529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

This workshop will cover the basic principles involved in the applications mentioned above, such as pattern recognition, linear and non-linear regression and cluster analysis. The workshop will be oriented towards […]

W16: Library Prep for NGS

529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

This workshop will cover the basis of Next-Gen Sequencing Library Preparation for Illumina Sequencers. Different Library Preparation Techniques (DNA-seq, ChIP-seq, RNA-seq, Methyl-seq) are explained the first and second day in […]

W21: Image Processing for Microscopy

529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

The analysis of imaging datasets is both exciting and challenging. New and increasingly powerful techniques try to maximize the information derived from multi-dimensional imaging datasets. Yet, every dataset can be […]

W14: Intro to Modern Statistics with R

529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

Through this seminar, attendees will walk away knowing when and how to run modern versions of traditional statistical analysis. These tests and the underlying bioinformatical lesson about resampling will be […]

W1B: Intro to Unix command line II

529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

This workshop (UNIX Command Line II) continues Workshop W1: UNIX Command Line I and uses the Hoffman2 campus computing cluster. The focus is on features that make dealing with large […]

W11: Metagenomics Analysis with Python and R

529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

This workshop provides an introduction to the microbiome analyses from the raw sequence data generated from the next-generation sequencing platforms. We will cover how to perform the 16S rRNA-based analysis […]

W37: Applications of Large Language Models

529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

This 3-day interactive workshop introduces the overarching principles guiding generative modeling and specifically Large-Scale Language Models (LLM), their application in Python for inference, and specific use-cases in Genomics. Experience with […]