OVERVIEW

The course intends to provide methodological tools for  building software systems based on data analytics

LEARNING OUTCOMES

Learning the fundamentals of architecting, designing, and validating massively scalable, highly available, large-scale software systems, with special emphasis on challenges posed by data intensive applications and Internet of Things.

AIMS AND LEARNING OUTCOMES

After the completion of the course, the students will:

• be aware of the specific problems posed by the development of the software systems based on data analytics 
• be able to use the visual notation UML to support the development of software systems based on analytics
• be able to model the business processes, the starting point for applying the data analytics to business 
• know approaches that follow either the agile or the  model-driven paradigm  for the development of software systems based on analytics
• know the  "declarative data analytics" paradigm

PREREQUISITES

Basic knowledge of 

• data management and data analytics techniques
• software engineering

Teaching methods

The main concepts will be presented by lessons. Hands-on activities will help the students to gain an insight on the applicative concerns.

It will be possible to participate in both lessons and interactive activities from remote, on the educational platform of our University.

SYLLABUS/CONTENT

Specific features and issues of the development of the software systems based on data analytics 

Visual modelling using UML for supporting the development of software systems based on analytics

Visual modelling of the business processes using UML

The  model-driven paradigm for software development

•     Model-driven approaches for the development of software systems based on  data analytics

The  agile paradigm for software development

•     Agile approaches for the development of software systems based on  data analytics

The  "declarative data analytics"  paradigm

Exam Board

GIANNA REGGIO (President)

MAURIZIO LEOTTA

FILIPPO RICCA (President Substitute)

MAURA CERIOLI (President Substitute)

Teaching methods

The main concepts will be presented by lessons. Hands-on activities will help the students to gain an insight on the applicative concerns.

It will be possible to participate in both lessons and interactive activities from remote, on the educational platform of our University.

Exam description

Application of the visual modelling to the development of a software system based on data analytics (project)

Oral presentation on a method for the development of a software system based on data analytics

Exam schedule