High Performance Computing

HPC@LSU will hold the 2024 LONI Scientific Computing Bootcamp on June 4-5, June 10-11 in an online virtual form via Zoom.

Scientific computing is becoming more ubiquitous for all types of research areas. Skills and knowledge that are necessary to take full advantage of the power of computing, however, are often inadequately present in both curricular and extracurricular training. The purpose of this workshop is, by both presentation and hands-on experiences, to help attendants understand the usage of popular scientific computing programming tools and prepare for their future computational study and research career.

In four days, the attendants will learn:

• Introduction to Python programming language with its applications in scientific computing.
  • Day 1, participants will delve into Python's syntax, data structures, control flow mechanisms, and functions through a series of hands-on exercises and pragmatic demonstrations.
  • Day 2, building upon the foundation of Python basics, the second day will focus on NumPy, a powerful library for numerical computing, diving into advanced topics such as array manipulation, mathematical operations, and data analysis techniques using NumPy. Through hands-on activities and demonstrations, participants will learn how to leverage NumPy effectively for scientific computing and data analysis tasks in Python.
• Introduction to Deep Learning
  • Day 3 of our workshop immerses participants in the theoretical underpinnings and background of this transformative field. Through engaging lectures and exercises, attendees will explore the core concepts, architectures, and methodologies that underlie deep learning techniques, providing a solid foundation for further exploration. Topics covered include neural networks, activation functions, optimization algorithms, and common deep learning architectures.
  • Day 4, participants will delve into practical application with an Instructor-Led NVIDIA DLI (Deep Learning Institute) Workshop: Fundamentals of Deep Learning. Guided by experienced instructors, attendees will engage in hands-on exercises and projects designed to reinforce key concepts learned on Day 1. Upon successful completion of the workshop and assessment, participants will be awarded an NVIDIA DLI certificate, recognizing their mastery of deep learning fundamentals and bolstering their professional credentials for career advancement in this dynamic field.