265-0101-00L Data Science
Semester | Herbstsemester 2023 |
Dozierende | B. Gärtner |
Periodizität | jährlich wiederkehrende Veranstaltung |
Lehrsprache | Englisch |
Lehrveranstaltungen
Nummer | Titel | Umfang | Dozierende | |||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
265-0101-00 V | Data Science Block course 25.11.23 08:00 – 10:00 CAB G 11 (Exam) | 36s Std. |
| B. Gärtner |
Katalogdaten
Kurzbeschreibung | In this module, basic paradigms and techniques in working with data will be discussed, especially towards data security, managing data decentrally, and learning from data. |
Lernziel | Participants will understand some of the concepts in detail and see the mathematics behind them. |
Inhalt | The module in particular covers cryptography and digital signatures, networking and distributed algorithms, distributed ledger technology, as well as machine learning (supervised and unsupervised learning). For each topic, there will be a hands-on and in-depth introduction that allows participants to gain a technical understanding of key ideas. This is supported by simple and concrete examples as well as programming assignments. |
Leistungskontrolle
Information zur Leistungskontrolle (gültig bis die Lerneinheit neu gelesen wird) | |
Leistungskontrolle als Semesterkurs | |
ECTS Kreditpunkte | 4 KP |
Prüfende | B. Gärtner |
Form | benotete Semesterleistung |
Prüfungssprache | Englisch |
Repetition | Repetition ohne erneute Belegung der Lerneinheit möglich. |
Zusatzinformation zum Prüfungsmodus | Two homeworks and a written exam (90 minutes). Each homework as well as the exam are graded. If H1, H2 and E are the homework and exam performances (measured in the percentage of points achieved), the module performance is 0.1*H1 + 0.1*H2 + 0.8*E. This means, each homework contributes 10%, and the exam contributes 80%. A module performance of 50% or higher is guaranteed to be a passing performance, but depending on the cohort, we may also require less than 50% to pass the module. Repetition of a failed exam is possible immediately after the CAS (usually before the end of February). Dates are to be negotiated directly with the lecturer(s) in question. If you do not take the repetition exam or fail again, the module and thus the whole CAS are considered as failed. |
Lernmaterialien
Keine öffentlichen Lernmaterialien verfügbar. | |
Es werden nur die öffentlichen Lernmaterialien aufgeführt. |
Gruppen
Keine Informationen zu Gruppen vorhanden. |
Einschränkungen
Vorrang | Die Belegung der Lerneinheit ist nur durch die primäre Zielgruppe möglich |
Primäre Zielgruppe | MAS ETH in Applied Technology (247000)
CAS ETH in Applied Information Technology (265000) |
Angeboten in
Studiengang | Bereich | Typ | |
---|---|---|---|
CAS in Applied Information Technology | Module | O | |
MAS in Applied Technology | Vertiefung Applied Information Technology | O |