Introduction to Classical Machine Learning
When
"Hands-on Machine Learning: A Journey Through Data Science” workshop series covers essential concepts in classical machine learning, offered with beginner-friendly, hands-on programming demonstration in Python. We focus on one key algorithm, statistical concept, or tool each week and offer a real-world, hands-on data science application.
Dive into the tools and concepts you need to choose, design, and deploy ML models. Brush up on the fundamentals of big data analysis, and access our fantastic resources!
SERIES: Introduction to Classical Machine Learning
When: Tuesdays, 1:00 - 2:00 PM January 28 - March 25, 2025
Where: Register for in-person or Zoom link and Weaver Science and Engineering Library, Room 212
Instructor: Carlos Lizárraga
YouTube: UArizona DataLab
Workshop Sessions:
- 1/28 Intro to Scikit-Learn
- 2/04 Supervised Learning: Regression
- 2/11 Supervised Learning: Classification
- 2/18 Unsupervised Learning: Dimensionality Reduction
- 2/25 Unsupervised Learning: Clustering
- 3/01 Ensemble Learning: Bagging
- 3/18 Ensemble Learning: Boosting
- 3/25 Reinforcement Learning
Register Add to the calendar