Joshua S. Speagle

(沈佳士)

Statistical AI for Cosmic Discovery

Teaching Philosophy

I believe in hands-on learning that connects theoretical concepts to real-world applications. My courses emphasize computational skills, critical thinking, and the ability to communicate complex ideas clearly.

Teaching History

AST424 Introduction to Astrophysical Research

Undergraduate Astronomy

Research methods and project-based learning in astrophysics

Terms Taught:
Fall 2025 Full Year 2023-2024

STA437 Methods for Multivariate Data

Undergraduate Statistics

Practical techniques for multivariate data analysis including dimensionality reduction, classification, and inference

Terms Taught:
Winter 2026

STA130 Introduction to Statistical Reasoning and Data Science

Undergraduate Statistics

Foundational course in statistical thinking and data analysis

Terms Taught:
Winter 2024 Winter 2023

AST3101 Module: Ethics and Practice in Astronomy

Graduate Astronomy

Research ethics and professional practice in astronomy

Terms Taught:
Winter 2024 Winter 2022

JAS1101 Introduction to Astrostatistics

Graduate Astronomy Statistics

Statistical methods for astronomical research

Terms Taught:
Winter 2022 (partial) Fall 2022

AST3101 Module: Introduction to Sampling

Graduate Astronomy

Advanced sampling techniques in astronomical data analysis

Terms Taught:
Fall 2021