Session 8: Elements of Machine Learning

Date and Time: 18.12.2025, 16:30-19:00
Duration: 2 hours, 15 minutes break


Zoom meeting info:

Alexander Joao Peterson Santos is inviting you to a scheduled Zoom meeting.

Topic: Zoom-Meeting von Alexander Joao Peterson Santos
Time: Dec 18, 2025 04:30 PM Amsterdam, Berlin, Rome, Stockholm, Vienna
Join Zoom Meeting
https://tum-conf.zoom-x.de/j/63331849388?pwd=HS8ccAYk5D2jjWMFkcc4ubadodoE5w.1

Meeting ID: 633 3184 9388
Passcode: 834675


Content:

  • Overview of machine learning
  • Classification tasks
    • Logistic Regression model
    • k-Nearest Neighbor model
  • Regression tasks
    • Linear Regression model


Learning Materials

M8_MachineLearning_Notebook.ipynb


Requirements

  • Your own laptop
  • Internet connection


  • Keine Stichwörter