Python for Data Analysis: Python Fundamentals

Wednesday, February 28, 2024 12:00pm to 2:00pm
Virtual
1. Overview Python is a popular general-purpose programing language. This 2-day workshop focuses on the basic concepts and features of Python, with an emphasis on the module pandas. These basic concepts will serve as building blocks for future data analysis tasks. The workshop is taught using JupyterLab in the Interactive Data Analytics Service (IDAS). 2. Prerequisites This workshop is for learners who have no experience with Python and no experience with computer programming. 3...

Python for Data Analysis: Python Fundamentals

Friday, March 1, 2024 12:00pm to 2:00pm
Virtual
1. Overview Python is a popular general-purpose programing language. This 2-day workshop focuses on the basic concepts and features of Python, with an emphasis on the module pandas. These basic concepts will serve as building blocks for future data analysis tasks. The workshop is taught using JupyterLab in the Interactive Data Analytics Service (IDAS). 2. Prerequisites This workshop is for learners who have no experience with Python and no experience with computer programming. 3...

Introduction to High Performance Computing using Argon (Zoom)

Tuesday, March 5, 2024 12:00pm to 2:00pm
Virtual
The workshop is a two-hour session that consists of two parts: an introduction to a High-Performance Computing (HPC) environment and hands-on training on the basic usage of Argon (access, configuration, job submission, and data transfer). It is geared towards users of HPC including faculties, postdocs, and students, who plan to utilize Argon cluster and/or storage services for their research.

Introduction to Data Analysis Using R

Wednesday, March 20, 2024 10:00am to 12:00pm
Virtual
1. Overview R is a popular programming language for statistical computing and graphics. This 2-day workshop focuses on the basic concepts and features of R that will serve as building blocks for data analysis tasks. The workshop is taught using RStudio in the Interactive Data Analytics Service (IDAS). 2. Prerequisites This workshop is for learners who have no experience with R and no experience with computer programming. A basic understanding of general descriptive statistics may be helpful...

Introduction to Data Analysis Using R

Friday, March 22, 2024 10:00am to 12:00pm
Virtual
1. Overview R is a popular programming language for statistical computing and graphics. This 2-day workshop focuses on the basic concepts and features of R that will serve as building blocks for data analysis tasks. The workshop is taught using RStudio in the Interactive Data Analytics Service (IDAS). 2. Prerequisites This workshop is for learners who have no experience with R and no experience with computer programming. A basic understanding of general descriptive statistics may be helpful...

Python for Data Analysis: Machine Learning Using Scikit-Learn

Wednesday, April 17, 2024 10:00am to 12:00pm
Virtual
1. Overview This 2-session workshop is a gentle introduction to the practical applications of machine learning, primarily using the Python package scikit-learn. The workshop is taught using JupyterLab in the Interactive Data Analytics Service (IDAS). 2. Prerequisites Participants are expected to be familiar with Python and JupyterLab. Theoretical (mathematical) knowledge of machine learning concepts is not required but may be helpful. 3. Eligibility This workshop is available to current...

Python for Data Analysis: Machine Learning Using Scikit-Learn

Friday, April 19, 2024 10:00am to 12:00pm
Virtual
1. Overview This 2-session workshop is a gentle introduction to the practical applications of machine learning, primarily using the Python package scikit-learn. The workshop is taught using JupyterLab in the Interactive Data Analytics Service (IDAS). 2. Prerequisites Participants are expected to be familiar with Python and JupyterLab. Theoretical (mathematical) knowledge of machine learning concepts is not required but may be helpful. 3. Eligibility This workshop is available to current...