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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Modeling and Transformation | 30% | - Using QVD files and incremental loading - Resolving synthetic keys and circular references - Designing efficient data models - Data transformation, cleansing, and enrichment |
| Topic 2: Performance Optimization and Validation | 10% | - Monitoring and improving application performance - Validating data integrity and consistency - Optimizing data model and script performance |
| Topic 3: Scripting and Data Load Editor | 25% | - Debugging and troubleshooting scripts - Variables, functions, and expressions - Script syntax and control statements - Managing data load scripts |
| Topic 4: Security and Governance | 15% | - Section Access and data security - Data governance best practices - Application and stream security |
| Topic 5: Qlik Sense Architecture and Data Connections | 20% | - Qlik Sense platform architecture - Data connectivity (files, databases, web sources, APIs) - Managing connections and data sources |
1. Ein Datenarchitekt verfügt über eine QVD-Datei, die Daten aus vielen Ländern enthält. Der Datenarchitekt muss ein Skript schreiben, das nur die Daten aus Frankreich lädt, und sicherstellen, dass das Neuladen so schnell wie möglich erfolgt.
Welches Skript sollte der Datenarchitekt verwenden, um diese Anforderungen zu erfüllen?
A)
B)
C)
D)
A) Option A
B) Option B
C) Option D
D) Option C
2. Siehe die Ausstellung
Der Business Analyst zeigt eine Vorschau einiger Daten an und stellt im Feld "Land" unterschiedliche Werte für die USA fest. Der Analyst muss in der Lage sein, den Gesamtumsatz für die USA zu melden. Der Datenarchitekt muss dieses Problem im LOAD-Skript beheben.
Welche Funktion sollte der Datenarchitekt verwenden, um dieses Datenqualitätsproblem zu beheben?
A) ApplyMap
B) Ersetzen
C) Umschalten
D) Fall
3. 
Eine neue App wird entwickelt. Benutzer müssen sehen;
* Gesamtumsatz für jeden Kunden
* Gesamtumsatz für einen bestimmten Staat
* Kunden, die keine Verkäufe hatten
* Namen des Verkäufers und des Regionalleiters
* Gesamtanzahl der Verkäufe nach Datum
Der Datenarchitekt erstellt mehrere Datenmodelle und testet die Gültigkeit jedes Modells. Welche beiden Datenmodelle erfüllen diese Anforderungen? (Wählen Sie zwei aus.)
A)
B)
C)
A) Option A
B) Option B
C) Option C
4. Eine Organisation im Gesundheitswesen benötigt eine App, um Patiententreffen, Patientenlaboraufträge und Patientenmedikamente zu verfolgen.
* Begegnungen, Laboraufträge und Medikamentendaten werden in drei separaten Tabellen gespeichert, die durch PatientID verknüpft sind
* Die Patienten-ID-Werte in allen drei Tabellen sind vollständig korrekt
* Patienten haben möglicherweise Begegnungen ohne Laboranweisungen oder Medikamente
Der Datenarchitekt muss sicherstellen, dass die Anzahl der Laboraufträge des Patienten korrekt ist. Welche Methode sollte der Datenarchitekt anwenden, um diese Anforderung zu erfüllen?
A) Laden Sie alle drei Tabellen und verwenden Sie Count (Distinct PatientID).
B) Lade alle drei Tabellen und benutze Count (PatientLD)
C) Laden Sie alle drei Tabellen, erstellen Sie eine Kopie der Patienten-ID in der Laborauftragstabelle als LabPatientID und verwenden Sie Count (Distinct LabPatientID).
D) Laden Sie alle drei Tabellen, erstellen Sie eine Kopie der Patienten-ID in der Laborauftragstabelle als LabPatientID und verwenden Sie Count (LabPatientID).
5. Zwei Unternehmen haben sich zusammengeschlossen und eine vollständige Datenbankintegration ist für das nächste Jahr geplant. Der Datenarchitekt benötigt eine Zwischenlösung, um alle Mitarbeiterdaten beider Unternehmen anzuzeigen
* Die Tabellen stammen aus verschiedenen Systemen
* Beide Unternehmen haben ähnliche Mitarbeitertabellen
* Beide Tabellen enthalten Bezeichner für Mitarbeiter und einige andere Attribute (z. B. geografische Informationen).
* Die Tabellen haben auch einige Felder, die NICHT übereinstimmen (z. B. Sozialversicherungsnummer und Bankkonto). Welches Problem tritt auf, wenn die beiden Tabellen in Qlik Sense geladen werden?
A) Synthetische Schlüssel werden erstellt
B) Verknüpfungstabellen werden erstellt
C) Ein Zirkelverweis tritt auf
D) Es findet eine automatische Verkettung statt
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: B,C | Question # 4 Answer: C | Question # 5 Answer: A |
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