Data Analysis
| Titolo | Ανάλυση Δεδομένων / Data Analysis |
| Codice | 044 |
| Ciclo / Livello di Studi | 1. Corso di Laurea |
| Semestre di Insegnamento | Winter |
| Coordinator | Dimitris Kugiumtzis |
| Common | No |
| Stato | Attivo |
| Course ID | 600000993 |
Programma di Studio: PPS Īlektrológōn Mīchanikṓn kai Mīchanikṓn Ypologistṓn (2016 - sīmera)
Registered students: 112
| Indirizzo | Tipo di Frequenza | Semestre | Anno | ECTS |
|---|---|---|---|---|
| ĪLEKTRIKĪS ENERGEIAS | Facoltativo a scelta libera | 7 | 4 | 5 |
| ĪLEKTRONIKĪS KAI YPOLOGISTŌN | Facoltativo a scelta libera | 7 | 4 | 5 |
| TĪLEPIKOINŌNIŌN | Facoltativo a scelta libera | 7 | 4 | 5 |
| Anno Accademico | 2025 – 2026 |
| Semestre | Winter |
| Faculty Instructors |
|
| Weekly Hours | 4 |
| Class ID | 600287455
|
Course Type 2016-2020
- Area Scientifica
Organizzazione della Didattica
- In presenza
Materiali Online
- e-Study Guide https://qa.auth.gr/it/class/1/600287455
- eLearning (Moodel/Moodle): https://elearning.auth.gr/course/view.php?id=2691
Erasmus
The course is also offered to exchange programme students.
Language of Instruction
- Greco (Insegnamento, Esame)
- Inglese (Insegnamento, Esame)
Prerequisites
Required Courses
- 020 Probability Theory and Statistics
Abilita’ Generali
- Applicazione pratica delle conoscenze acquisite
- Presa di decisione
- Lavoro autonomo
Tipologia di Materiale Didattico
- Libro
- Appunti
Use of Information and Communication Technologies
Use of ICT
- Uso delle TIC nell’ insegnamento
- Uso delle TIC nella didattica laboratoriale
- Uso delle TIC nella comunicazione con gli studenti
Organizzazione dell’Insegnamento
| Activities | Carico di Lavoro | ECTS | Individuale | Gruppo | Erasmus |
|---|---|---|---|---|---|
| Conferenze | 35.5 | 1.2 | |||
| Esercitazioni di Laboratorio | 19.5 | 0.7 | |||
| Frontistirio (Sostegno) | 35 | 1.2 | |||
| Esame | 30 | 1 | |||
| Total | 120 | 4 |
Student Assessment
Student Assessment methods
Bibliography
Course Bibliography (Eudoxus)
1. Εφαρμοσμένη Στατιστική και Στατιστική Μηχανική Μάθηση με χρήση των IBM SPSS Statistics, R, Python, Μπερσίμης Σωτήριος, Μπάρτζης Γεώργιος, Παπαδάκης Γεώργιος, Σαχλάς Αθανάσιος, Εκδόσεις Τζιόλα, 2024 (2η έκδοση) (Εύδοξος 122087510) ISBN 9786182210581
2. Ανάλυση Δεδομένων με χρήση της R, Δημήτριος Φουσκάκης, Εκδόσεις Τσότρας ΕΕ, 2021 (2η έκδοση) (Εύδοξος 102073862)
Additional bibliography for study
1. Statistics and Analysis of Scienti c Data [electronic resource], Bonamente M., Springer ebooks, 2017 (Εύδοξος: 75492930).
2. Making Sense of Data I: A Practical Guide to Exploratory Data Analysis and Data Mining [electronic resource], Myatt G.J., Wiley ebooks, 2014 (2nd edition) (Εύδοξος: 80503623)
3. Resampling Methods: A Practical Guide to Data Analysis, Good P.I., Springer, 2006 (Εύδοξος: 173198)
4. Computational Statistics Handbook with MATLAB, Martinez W.L. and Martinez A.R., Chapman and Hall, 3rd edition 2015
5. Exploratory Data Analysis with MATLAB, Martinez W.L., Martinez A.R. and Solka J., Chapman and Hall, 3rd edition 2017
6. Statistical Techniques for Data Analysis, Taylor J.K. and Cihon C., Chapman and Hall, 2004
1. Statistics and Analysis of Scientic Data [electronic resource], Bonamente M.,
Springer ebooks, 2017 (Εύδοξος: 75492930).
2. Making Sense of Data, A Practical Guide to Exploratory Data Analysis and Data Mining [electronic resource], Myatt G.J., Wiley ebooks, 2014 (2nd edition) (Εύδοξος: 80503623).
3. Resampling Methods: A Practical Guide to Data Analysis, Good P.I., Springer, 2006 (Εύδοξος: 173198)
4. Computational Statistics Handbook with MATLAB, Martinez W.L. and Martinez A.R., Chapman and Hall, 3nd edition, 2015.
5. Exploratory Data Analysis with MATLAB, Martinez W.L. and Martinez A.R., and Solka J., Chapman and Hall, 3rd edition 2017.
6. Statistical Techniques for Data Analysis, Taylor J.K. and Cihon C., Chapman and
Hall, 2nd edition 2004
Last Update
14-09-2025
