Data Mining: Concepts And Algorithms

Data Mining: Concepts And Algorithms

General Information

SSD: ING-INF/05

Hourds: 20

Professor: Danilo Giordano

Announcements

  • 17-11-21: The lecture schedule will be avaiable in December.
  • 23-12-21: The lecture schedule in now avaiable.
  • 05-01-21: The lectures will be held only remotely during the week of January 10-15, 2022. For the following weeks updates will be avaiable as soon as possible.

Lectures

Date – ClassroomTopic
Mon, 10 Jan 2022, 14:30-17:30 – Classroom 1D Remote OnlyIntroduction to the course, data mining pipeline and preprocessing.
Thu, 13 Jan 2022, 14:30-17:30 – Classroom 1D Remote OnlyAssociation Rules: Introduction, algorithms and performance metrics.
Thu, 20 Jan 2022, 14:30-17:30 – Classroom 7B.Classification: Introduction and algorithms.
Mon, 24 Jan 2022, 14:30-17:30 – Classroom 7B.Classification: Algorithms, Validation and performance metrics.
Thu, 27 Jan 2022, 14:30-17:30 – Classroom 7B.Clustering: Introduction, algorithms, and performance metrics.
Mon, 31 Jan 2022, 14:30-16:30 – Classroom 19A.Seminar on Big Data and advanced machine learning techniques based on Deep Learning.
Thu, Feb 03 2022, 14:30-16:30 – LABINF. Hands-on data with RapidMiner and exam.

Teaching Material

 


Laboratory Material