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: 79
| 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 | 2020 – 2021 |
| Semestre | Winter |
| Faculty Instructors | |
| Class ID | 600169759
|
Class Schedule
| Building | |
| Floor | Unknown |
| Hall | Εξ αποστάσεως (900) |
| Calendario | Monday 18:00 to 21:00 |
Course Type 2016-2020
- Area Scientifica
Organizzazione della Didattica
- In presenza
Materiali Online
- e-Study Guide https://qa.auth.gr/it/class/1/600169759
- eLearning (Moodel/Moodle): https://elearning.auth.gr/course/view.php?id=12041
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)
Εφαρμοσμένη Στατιστική, Μπόρα-Σέντα Ε. και Μωυσιάδης Χ., Εκδόσεις Ζήτη, Θεσσαλονίκη 1997 (Εύδοξος: 11028)
Resampling Methods: A Practical Guide to Data Analysis, Good P.I., Springer, 2006 (Εύδοξος: 173198)
Data Analysis Using the Method of Least Squares: Extracting the Most Information from Experiments, Wolberg J., Springer, 2006 (Εύδοξος: 174465)
Additional bibliography for study
Computational Statistics Handbook with MATLAB}, Martinez W.L. and Martinez A.R., Chapman and Hall, 3rd edition 2015
Exploratory Data Analysis with MATLAB}, Martinez W.L., Martinez A.R. and Solka J., Chapman and Hall, 3rd edition 2017
Making Sense of Data, A Practical Guide to Exploratory Data Analysis and Data Mining, Myatt G.J., Wiley-Interscience, 2nd edition, 2014
Statistical Techniques for Data Analysis, Taylor J.K. and Cihon C., Chapman and Hall, 2004
Hyperstat, βιβλίο στο διαδίκτυο (online Book): http://davidmlane.com/hyperstat/
Concepts and Applications of Inferential Statistics, Lowry R., βιβλίο στο διαδίκτυο (online book): http://vassarstats.net/textbook
Last Update
07-09-2020
