Data Mining: Concepts And Algorithms

Data Mining: Concepts And Algorithms

General Information

SSD: ING-INF/05

Hours: 20

Professor: Danilo Giordano


Announcements

  • 20-12-22: The lecture schedule is now available.
  • 26-01-23: Update the lecture schedule.
  • 30-01-23: Exam report, RapidMiner tutorial, and dataset assignment available. [NEW!]

Lectures

Date – ClassroomTopic
Mon, 9 Jan 2023, 11:30-14:30 – Classroom 8D Introduction to the course, data mining pipeline and preprocessing.
Thu, 12 Jan 2023, 16:00-19:00 – Classroom 4C Association Rules: Introduction, algorithms, and performance metrics.
Thu, 19 Jan 2023, 10:00-13:00 – Classroom 15Clustering: Introduction, algorithms, and performance metrics.
Mon, 23 Jan 2023, 10:00-13:00 – Classroom 10DClassification: Introduction and algorithms.
Thu, 26 Jan 2023, 10:00-13:0 – Classroom 15Classification: Introduction and algorithms.
Mon, 30 Jan 2023, 10:00-13:00 – Classroom 7Classification: Algorithms, Validation, and performance metrics.
Tue, 31 Jan 2023, 9:00-11:00 – LABINFHands-on data and exam.
Thu, 2 Feb 2023, 10:00-13:00 – 12D Seminar on Big Data and advanced machine learning techniques based on Deep Learning.

Teaching Material


Laboratory Material

Exam Material