Contact Person: Prof. Carlo Sansone - DIETI, via Claudio Campus.
Choose your path and learn how to build new artificial intelligence algorithms for extracting new knowledge from big data and data streams, in the field of pure and applied science. We remind you that the second year must adhere to the following structure:
| Course | CFU | Notes |
|---|---|---|
| Curricular course n. I | 12 | Specific to the selected curriculum |
| Curricular course n. II | 6 | Specific to the selected curriculum |
| 1-st Free Choice Course | 6 | Only constraint: the course must be coherent with the formative trajectory of the student (read below) |
| 2-nd Free Choice Course | 6 | Only constraint: the course must be coherent with the formative trajectory of the student (read below) |
| Internship-Stage or Project | 8 | Second semester |
| Other activities | 6 | Any Time |
| Thesis and Final Exam | 16 | Second Semester |
| Total CFU - First Year | 60 |
You can choose among five formative paths:
Path 1: Statistics and Robotics for Health
Path 2: Signal and Video Processing
Path 3: DS for Data Security
Path 4: Industrial Applications
Path 5: Text and speech processing
Remember, however, that the free choice exams can be selected amongst the whole course catalogue of the Polytechnic and Fundamental Sciences School, as long as they are coherent with the selected formative path. Have a look to the list of recommended free choice exams for the curriculum in Fundamental Sciences and in Information Technologies.
Path 1. STATISTICS AND ROBOTICS FOR HEALTH
Curricular exams for Path 1
| Activity | CFU | Course | Department | S.S.D. |
|---|---|---|---|---|
| Curricular course I | 12 | Advanced Statistical Learning and modeling | DIETI | SECS-S/01 |
| Curricular course II | 6 | Robotics from Bio-Engineering | DIETI | ING-INF/04 |
Recommended free choice exams for Path 1
| Course | CFU | Department | S.S.D. |
|---|---|---|---|
| Methods for Artificial Intelligence | 6 | DIETI | t.b.a. |
| Human robot interaction | 6 | DIETI | t.b.a. |
Path 2. DATA SCIENCE FOR SIGNAL AND VIDEO PROCESSING
Curricular exams for Path 2
| Activity | CFU | Course | Department | S.S.D. |
|---|---|---|---|---|
| Curricular course I | 12 | Information Theory and Signal Processing | DIETI | t.b.a |
| 6 | Information Theory | |||
|
6 |
Signal Theory | |||
| Curricular course II | 6 | Image and Video Processing for Autonomous driving | DIETI | ING-INF/03 |
Recommended free choice exams for Path 2
| Course | CFU | Department | S.S.D. |
|---|---|---|---|
| Biometric Systems | 6 | DIETI | INF/01 |
| Computer graphics | 6 | DIETI | ING-INF/03 |
Path 3. DATA SCIENCE FOR DATA SECURITY
Curricular exams for Path 3
| Activity | CFU | Course | Department | S.S.D. |
|---|---|---|---|---|
| Curricular course I | 12 | Data security and computer forensic | DIETI | |
| 6 | Data security | DIETI | ING-INF/05 | |
| 6 |
Computer Forensic |
DIETI |
INF-01 |
|
| Curricular course II | 6 | Algorithm design | DIETI | INF-01 |
Recommended free choice exams for Path 3
| Course | CFU | Department | S.S.D. |
|---|---|---|---|
| Algebraic methods for cryptography | 6 | DIETI | MAT/02 |
| Free Choice | 6 |
Path 4. DATA SCIENCE FOR INDUSTRIAL APPLICATIONS
Curricular exams for Path 4
| Activity | CFU | Course | Department | S.S.D. |
|---|---|---|---|---|
| Curricular course I |
12 |
Advanced statistical learning and modeling |
DIETI |
SECS-S/01 |
| Curricular course II | 6 | Statistical methods for industrial process monitoring | DII | SECS-S/02 |
Recommended free choice exams for Path 4
| Course | CFU | Department | S.S.D. |
|---|---|---|---|
| Environmental risk monitoring and evaluation | 6 | DII | SECS-S/02 |
| Advanced non linear methods for industrial signal processing | 6 | DII | ING-IND/03 |
Path 5. DATA SCIENCE FOR TEXT AND SPEECH PROCESSING
Curricular exams for Path 5
| Activity | CFU | Course | Department | S.S.D. |
|---|---|---|---|---|
| Curricular course I | 12 | Multimedia Information Retrieval & Text Mining | DIETI | |
| 6 | Multimedia information retrieval | DIETI | ING-INF/05 | |
|
6 |
Text mining |
DIETI |
ING-INF/05 |
|
| Curricular course II | 6 | Natural language processing | DIETI | INF/01 |
Recommended free choice exams for Path 5
| Course | CFU | Department | S.S.D. |
|---|---|---|---|
| Techniques of Text analysis and Computational Linguistic | 6 | DIETI | L/LIN-01 |
| Speech processing | 6 | DIETI | L/LIN-01 |