This workshop explores the integration of generative AI with autonomous agents to create innovative applications that can solve problems, automate tasks, and enhance creativity. Participants will learn how generative AI agents combine language models, tools, and APIs to perform complex tasks independently. Supplemental materials are available.
Dive into the fascinating world of recommender systems, the backbone of personalized experiences in today’s digital age. In this workshop, you’ll uncover how platforms like Netflix, Amazon, and Spotify predict what users want. Participants will gain insights into popular algorithms, including collaborative and content-based filtering, and apply these techniques to create intelligent recommendation solutions. Supplemental … Read More
Maintenance is usually scheduled for weekdays because it often involves coordination with university facilities teams or external vendors. There may also be times when Amarel must be unavailable due to externally-scheduled data center facilities, power, or telecommunications maintenance. When this happens, we will do our best to avoid adding to a month’s downtime with our … Read More
Some of the tidyverse's most powerful features are its abilities to import, filter, and otherwise manipulate data. This session reviews major packages within the tidyverse that relate to the essential data handling steps required before (and during) data analysis. Supplemental materials are available.
The RStudio environment enables the easy creation of documents in various formats (HTML, DOC, PDF) using Rmarkdown, while knitr allows the incorporation of executable R code to produce the tables and figures in those documents. This session introduces these concepts and other packages and practices supporting reproducibility with the R environment. Supplemental materials are available.
This workshop first reviews repositories for data publication such as Dataverse, ICPSR, OSF, Zenodo, and more. Then we turn to a detailed discussion of building R packages. R Packages are an excellent way to distribute collections of data and code. Following on the release of the 2nd edition of Hadley Wickham's R Packages book, this … Read More
This workshop will teach students how to explore and access SAS data sets, import and export non-SAS file formats, and manipulate data with formulas and assignment statements. All skill levels are welcome!
Maintenance is usually scheduled for weekdays because it often involves coordination with university facilities teams or external vendors. There may also be times when Amarel must be unavailable due to externally-scheduled data center facilities, power, or telecommunications maintenance. When this happens, we will do our best to avoid adding to a month’s downtime with our … Read More
Maintenance is usually scheduled for weekdays because it often involves coordination with university facilities teams or external vendors. There may also be times when Amarel must be unavailable due to externally-scheduled data center facilities, power, or telecommunications maintenance. When this happens, we will do our best to avoid adding to a month’s downtime with our … Read More
Maintenance is usually scheduled for weekdays because it often involves coordination with university facilities teams or external vendors. There may also be times when Amarel must be unavailable due to externally-scheduled data center facilities, power, or telecommunications maintenance. When this happens, we will do our best to avoid adding to a month’s downtime with our … Read More