August 2024
Intermediate to advanced
388 pages
13h 8m
German
Content preview from Maschinelle Lernsysteme entwerfenBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Index
Symbole
- 1NF (erste Normalform), Relationales Modell
- 2NF (zweite Normalform), Relationales Modell
A
- A/B-Tests,A/B-Tests-A/B-Tests, Banditen
- Genauigkeitsbezogene Metriken, Überwachung von Genauigkeitsbezogenen Metriken
- ACID (Atomarität, Konsistenz, Isolation, Dauerhaftigkeit), transaktionale und analytische Verarbeitung
- Aktives Lernen, Aktives Lernen-AktivesLernen
- Ad-hoc-Analyse, Verfolgung von Experimenten
- Anpassungsfähigkeit, Anpassungsfähigkeit
- gegnerische Angriffe, Herausforderung Bewertung
- adversarial augmentation, Perturbation
- KI (Künstliche Intelligenz), Ethik, Verantwortungsvolle KI, Quellen für Modellverzerrungen aufdecken -Quellen für Modellverzerrungen aufdecken
- Grenzen des datengesteuerten Ansatzes, Verstehe die Grenzen des datengesteuerten Ansatzes
- Verantwortungslos, Fallstudien, Verantwortungslose KI:Fallstudien-Fallstudie II: Die Gefahr von "anonymisierten" Daten
- Abschwächung von Vorurteilen, Prozesse zur Abschwächung von Vorurteilen einrichten
- Modellkarten, Erstellen von Modellkarten - Erstellen vonModellkarten
- Kompromisse, Verstehe die Kompromisse zwischen verschiedenen Desideraten
- Airflow, Data Science Workflow Management-DataScience Workflow Management
- Warnmüdigkeit, Überwachungsfunktionen, Warnungen
- Alert-Richtlinien, Alerts
- Algorithmen
- Bandit-Algorithmen, Bandits-ContextualBandits als Erkundungsstrategie
- Kontinuierliches Lernen und, Algorithmus Herausforderung-AlgorithmusHerausforderung
- Feature Wichtigkeit, Feature Wichtigkeit
- analytische Verarbeitung, transaktionale und analytische ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.