High Performance Computing
Getting started on Yale’s HPC YCRC user guide
Introduction to HPC YCRC training video
Intermediate (Practical) HPC YCRC training video
Shareable Reproducible HPC Containers YCRC training video
Software and Tools
Software and Tools YCRC user guide
Yale Software Catalog Website
Scientific Research Software Core
Software and Data Carpentry Website
Data Management and Storage
Data Storage YCRC documentation
Data Transfers YCRC documentation
Data Sharing YCRC documentation
Tidying Data YCRC training video
Data Intensive Social Science Center (DISSC) Website
Biomedical Informatics and Data Science (BIDS) Website
National Computing Resources: ACCESS
Accessing ACCESS YCRC training video
ACCESS Allocations Website
AI
AI at Yale Website
Yale’s Clarity Platform Website
The National Artificial Intelligence Research Resource (NAIRR) Pilot Website
Cloud Computing
SpinUp Self Service ITS documentation
AWS User Guides AWS documentation
Azure User Guides Microsoft documentation
GCP User Guides Google documentation
Research Technology Consulting Service ITS documentation
Git and GitHub
Version control with Git and GitHub YCRC user guide
Version Control with Git YCRC training video
Learning Git and GitHub LinkedIn Learning course
Git Intermediate Techniques LinkedIn Learning course
Linux
Practical Introduction to Linux YCRC training video
Shareable Reproducible HPC Containers YCRC training video
Learning Linux Command Line LinkedIn Learning training video
Mathematica
Mathematica YCRC user guide
Mathematica 11 Essential Training LinkedIn Learning course
Mathematica Wolfram Online Learning Resources
MATLAB
MATLAB YCRC user guide
MATLAB Mathworks online tutorials
MySQL
Mysql YCRC user guide
MySQL Essential Training LinkedIn Learning course
MySQL Advanced Topics LinkedIn Learning course
Python
Python YCRC user guide
Python YCRC recommended online tutorial
Introduction to Python YCRC training video
Data Analysis Tools for Python YCRC training video
Parallel Programming with Python YCRC training video
Faster Python Code LinkedIn Learning course
Python Essential Training LinkedIn Learning course
Get started in data analysis with Python LinkedIn Learning course
Data Science Foundations: Python Scientific Stack LinkedIn Learning course
R and RStudio
R YCRC user guide
R for Novices YCRC training video
Writing Efficient Code YCRC training video
Parallel Programming with R YCRC training video
Tidying Data YCRC training video
Supercharging Your Analysis YCRC training video
R for Data Science: Lunch Break Lessons LinkedIn Learning course
R for Data Science: Analysis and Visualization LinkedIn Learning course
Data Wrangling in R LinkedIn Learning course
Complete Your First Project in R LinkedIn Learning course
Stata
Introduction to Bayesian Statistics Using Stata StataCorp training video
Stata: Causal Inference for Complex Observational Data StataCorp training video