hpc-training-2022

Repository for training material for the 2022 SDSC HPC/CI Training Series

HPC/CI Training Series home

Agenda: Learn about tools and computing concepts necessary for HPC and CI systems

WEEK	DATE	TOPIC	MATERIAL	INSTRUCTOR
Week 01	Fri, 01/14/22	Program Orientation, history, plan, Registration process & accounts	Interactive Video YouTube	Mary Thomas
Week 02	Fri, 01/21/22	Parallel Computing Concepts HPC overview & Expanse Architecture	Interactive Video YouTube	Bob Sinkovits
Week 03	Fri, 01/28/22	Data Management Job Submission - Queues and batch scripting	Interactive Video YouTube	Mahidhar Tatineni, Mary Thomas
Week 04	Fri, 02/04/22	Introduction to Singularity Containers	Interactive Video YouTube	Marty Kandes
Week 05	Fri, 02/11/22	Introduction to Software Containers and Kubernetes	Interactive Video YouTube	Jeffrey Weekly
Week 06	Fri, 02/18/22	Running Secure Jupyter Notebooks on HPC Systems Interactive Computing	Interactive Video YouTube	Mary Thomas
Week 07	Fri, 02/25/22	Introduction to Neural Networks, Convolution Neural Networks, and Deep Learning, Introduction to Using TensorFlow and PyTorch on Expanse	Interactive Video YouTube	Paul Rodriguez, Mahidhar Tatineni
Week 08	Fri, 03/4/22	Oracle Cloud Overview Azure Overview Cloud Computing on JetStream	Interactive Video YouTube	Santosh Bhatt, Paul Yu, Marty Kandes

Agenda: Learn about tools and computing concepts necessary for HPC and CI systems

WEEK	DATE	TOPIC	MATERIAL	INSTRUCTOR
Week 09	Fri, 04/1/22	Visualization using Jupyter Notebooks	Interactive Video YouTube	Bob Sinkovits
Week 10	Fri, 04/8/22	CPU Computing: Introduction to OpenMP/Threads	Interactive Video YouTube	Marty Kandes
Week 11	Fri, 04/15/22	CPU Computing: Introduction to MPI	Interactive Video YouTube	Mahidhar Tatineni
Week 12	Fri, 04/22/22	CPU profiling with gprof and uProf	Interactive Video YouTube	Bob Sinkovits
Week 13	Fri, 04/29/22	Introduction to GPU computing Programming and profiling with CUDA, OpenACC, and NSight	Interactive Video YouTube	Andreas Goetz Mahidhar Tatineni
Week 14	Fri, 05/06/22	GPU Computing with Python (Numba, CuPy, and RAPIDS)	YouTube	Kristopher Keipert (NVIDIA) Zoe Ryan (NVIDIA)

## Instructors

NAME	TITLE	ORG
Santosh Bhatt	Principal Enterprise Cloud Architect, Oracle (website)	Oracle
Andy Goetz	Director - Computational Chemistry Laboratory (website)	SDSC
Kristopher Keipert	Senior Solutions Architect (website)	NVIDA
Marty Kandes	Computational and Data Science Research Specialist (website)	SDSC
Paul Rodriguez	Research Programmer (website)	SDSC
Zoe Ryan	Solutions Architect (website)	NVIDA
Bob Sinkovits	Director for Scientific Computing Applications (website)	SDSC
Mahidhar Tatineni	Director of User Services (website)	SDSC
Mary Thomas	Computational Data Scientist, Lead - HPC Training (website)	SDSC
Jeffrey Weekly	Research IT Engagement and Support Manager bio	University of California Santa Cruz
Cindy Wong	Events Specialist	SDSC
Nicole Wolter	Computational and Data Science Research Specialist (website)	SDSC
Paul Yu	Sr. Cloud Solutions Architect bio	Microsoft