The course includes hands-on exercises for how to use, modify, share, and troubleshoot containers for scientific software development purposes. Goal of this course: Equip learners with basics skills and confidence to utilize containers within the context of scientific software analyses. Expectations: This course is not meant to teach learners how to create complex containers, … [Read more...] about Wrangling Computing Environments: Using Docker for Research
Data Science
Responsible AI: Transparency & Ethics
Did you know that while 75% of business leaders agree AI ethics is important, most admit they lack the necessary tools or frameworks to implement it? According to Datamation, the majority of companies recognize the significance of AI ethics but struggle with practical implementation. The gap between knowing and doing is massive—and that’s where this course comes in. Responsible … [Read more...] about Responsible AI: Transparency & Ethics
Applied Unsupervised Learning in Python
In “Applied Unsupervised Learning in Python,” you will learn how to use algorithms to find interesting structure in datasets. You will practice applying, interpreting, and refining unsupervised machine learning models to solve a diverse set of problems on real-world datasets. This course will show you how to explore unlabelled data using several techniques: dimensionality … [Read more...] about Applied Unsupervised Learning in Python
Vibe Coding with GitHub Copilot
By the end of this course, you’ll be able to confidently use GitHub Copilot to write, refactor, and review code more efficiently. You’ll learn how to interact with Copilot across multiple modes, including edit, chat, inline completion, and agent mode, while customizing its behavior to suit your development needs. You’ll also explore how to use context tools and slash commands … [Read more...] about Vibe Coding with GitHub Copilot
SQL Foundations
Learn the fundamentals of SQL with Microsoft SQL Server in this introductory course. You'll learn to write basic and intermediate queries to extract and analyze data while understanding relational database concepts. Through hands-on exercises with SQL Server Management Studio, you'll practice filtering data with WHERE clauses, sorting results with ORDER BY, and transforming … [Read more...] about SQL Foundations