FedericaGazzelloni

From Metrics to Pedagogy

Education EN ↓ 3 episodes

A selection of favorite topics inspired by Notes on Data and Learning Newsletter on LinkedIn: https://tinyurl.com/3jp3fs5z- First Episode: Git is a distributed version control system designed for speed and data integrity. Key features include branching, cloning, and merging. Users manage history through commits and tags, while platforms like GitHub and GitLab facilitate remote collaboration.- Second Episode: Teaching shifts from live immediacy to online invisibility, where instructors lose vital cues. To bridge this, educators must prioritize process visibility and pedagogical pacing. To

Author

FedericaGazzelloni

Episodes

The Paradox of Polished Pedagogy: Cultivating Durable Analytical Reasoning 18.02.2026 21:30

The audio explores the paradox where high-quality, seamless instructional materials can actually hinder a student's ability to apply skills in the real world. Drawing from the sources, the discussion centers on several key themes: • Syntax vs. Reasoning: The audio addresses the common phenomenon where learners "know the functions" (such as R verbs like filter() or mutate()) but &qu...

Stop Showing Students Perfect Code 09.02.2026 16:20

The Influence of Tools: Tools are not neutral; they shape what parts of the process are made visible to the student. Digital environments often favor efficiency and automation, which can obscure the thinking process. To counter this, instructors must use tools that intentionally slow down the pace to recreate the rhythm of live coding and make thinking explicit once again.

Teaching Live vs. Online 09.02.2026 5:40

Teaching shifts from live immediacy to online invisibility, where instructors lose vital cues. To bridge this, educators must prioritize process visibility and pedagogical pacing. Tools like live coding help simulate real-time reasoning, moving focus from outputs to learning.