Architectural patterns to deploy machine learning scalable applications - (from 10/02/2020 to 02/03/2020)

Length: 20 hours - 4 cfu

 

Abstract

Upon completion of the course students will be able to:
1. understand core principles of software engineering and enterprise architecture in Big Data scenarios
2. design an end to end Service Oriented Architecture, from Enterprise Application Integration to playback Machine Learning algorithms in production
3. implement scalable multi-server Machine Learning algorithms

 

Suggested Readings

Fundamentals of machine learning.

 

Dates & Venue

Giorni Aula Orario
10/02/2020  Meeting Room 3rd floor - Via Celoria 18 - 20133 Milano 14:30-16:30
11/02/2020  Meeting Room 5rd floor - Via Celoria 18 - 20133 Milano 14:30-16:30
13/02/2020 Meeting Room 7rd floor - Via Celoria 18 - 20133 Milano 14:30-16:30
14/02/2020 Meeting Room 7rd floor - Via Celoria 18 - 20133 Milano 14:30-16:30
17/02/2020 Lab. aula magistrale 5rd - Via Celoria 18 - 20133 Milano 15:30-18:30
21/02/2020 Lab. aula magistrale 3rd - Via Celoria 18 - 20133 Milano 15:30-18:30
24/02/2020 Lab. aula magistrale 5rd  - Via Celoria 18 - 20133 Milano 15:30-18:30
25/03/2020 distance learning 14:00-18:00

 

Lecturer:

Prof. Dario Malchiodi- Dipartimento di Informatica

Prof. Nicolò Cesa Bianchi - Dipartimento di Informatica

Dr. Condorelli Andrea - Magneti Marelli

 

Assessor:

Prof. Dario Malchiodi- Dipartimento di Informatica

Prof. Nicolò Cesa Bianchi -Dipartimento di Informatica