Hands-on Machine Learning: A Journey Through Data Science

U of A DataLab Spring 2025

Machine learning DNA strand

When

1 – 2 p.m., Jan. 28, 2025
1 – 2 p.m., Feb. 4, 2025
1 – 2 p.m., Feb. 11, 2025
1 – 2 p.m., Feb. 18, 2025
1 – 2 p.m., Feb. 25, 2025
1 – 2 p.m., March 4, 2025
1 – 2 p.m., March 11, 2025
1 – 2 p.m., March 18, 2025
1 – 2 p.m., March 25, 2025

Where

Register for the Zoom link

"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: Hands-on Machine Learning: A Journey Through Data Science 
When: Tuesdays, 1:00 - 2:00 PM  January 28 - March 25, 2025
Where:  Register for in-person or Zoom link. Weaver Science-Engineering Library, Rm 212 and on Zoom.
Instructor: Carlos Lizárraga 
YouTube: UArizona DataLab and session links 

Workshop Sessions: 

  • 1/28 Intro to Scikit-Learn  

  • 2/4 Supervised Learning: Regression  

  • 2/11 Supervised Learning: Classification  

  • 2/18 Unsupervised Learning: Dimensionality Reduction  

  • 2/25 Unsupervised Learning: Clustering 

  • 3/1 Ensemble Learning: Bagging  

  • 3/18 Ensemble Learning: Boosting  

  • 3/25 Reinforcement Learning  

Machine Learning