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March 2017

Unsupervised Machine Learning: Principal Component Analysis and K-Means

March 6 @ 2:00 pm - 4:00 pm

This workshop will introduce participants to Principal Component Analysis (PCA) and K-Means using Python’s Scikit-learn library. We’ll introduce fundamental concepts related to machine learning (ML) and both PCA and K-Means,…

Linear mixed models in Python

March 8 @ 2:00 pm - 4:00 pm
Location: Rackham Building, Earl Lewis Room, 3rd Floor East, 915 E. Washington St.
Ann Arbor, MI 48109 United States

Mixed models (also known as multilevel models or random effects models) are used in research involving data with repeated measures per observation unit.  The Python statsmodels package is able to…

Intro to SQL

March 14 @ 2:00 pm - 4:00 pm

Ever want to know how to communicate with a database? You need to know SQL, a standard programming language for working with relational database management systems in data warehouses or…

Data Processing and Visualization in Python

March 15 @ 2:00 pm - 4:00 pm

This workshop will delve into common data processing and exploration techniques. We will use NumPy, Matplotlib and Pandas to perform data exploration in Python. Among others, we’ll demonstrate how to…

Introduction to SAS

March 20 @ 1:00 pm - 4:30 pm

NOTE: This workshop is 6-half day sessions. Participants must sign up for the all sessions. Note: Topic order is subject to change. Fundamentals: This portion introduces SAS for Windows environment, creating…

Introduction to SAS

March 21 @ 1:00 pm - 4:30 pm

NOTE: This workshop is 6-half day sessions. Participants must sign up for the all sessions. Note: Topic order is subject to change. Fundamentals: This portion introduces SAS for Windows environment, creating…

Introduction to SAS

March 22 @ 1:00 pm - 4:30 pm

NOTE: This workshop is 6-half day sessions. Participants must sign up for the all sessions. Note: Topic order is subject to change. Fundamentals: This portion introduces SAS for Windows environment, creating…

Developing R Packages

March 22 @ 2:00 pm - 4:00 pm
Location: Rackham Building, Earl Lewis Room, 3rd Floor East, 915 E. Washington St.
Ann Arbor, MI 48109 United States

Releasing code or data sets as R packages enables the bundling of code, data, documentation and testing into a coherent structure which is easy to share. Creating R packages has…

Introduction to SAS

March 23 @ 1:00 pm - 4:30 pm

NOTE: This workshop is 6-half day sessions. Participants must sign up for the all sessions. Note: Topic order is subject to change. Fundamentals: This portion introduces SAS for Windows environment, creating…

Introduction to SAS

March 24 @ 1:00 pm - 4:30 pm

NOTE: This workshop is 6-half day sessions. Participants must sign up for the all sessions. Note: Topic order is subject to change. Fundamentals: This portion introduces SAS for Windows environment, creating…