October 2022
Beginner to intermediate
174 pages
4h 48m
English
Content preview from Data Quality Engineering in Financial ServicesBecome 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,
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Index
A
- access controls, Ensuring proper access controls
- accuracy dimension, Data Dimensions
- authoritative data source for, Authoritative data source
- DQS example for, Accuracy DQS-Precision DQS
- tolerances for, Accuracy-Example
- triangulation method for, Triangulation
- Analytics function, model of, DQS Model Example
- anomalies
- detection of, Quality Control and Anomaly Detection, Data Quality Metrics, Model Cost Assumptions, Mastering Data
- (see also DQS)
- visualizations of, Data Quality Visualization-Summary
- detection of, Quality Control and Anomaly Detection, Data Quality Metrics, Model Cost Assumptions, Mastering Data
- Anomaly Detection for Monitoring (Jinka and Schwartz), Quality Control and Anomaly Detection
- application data processing use case, Defining the Application Data Processing Use Case
- application process maps, Mapping Application Functions and Data Flows
- arrays, data represented as, Time Series Data, Cross-Section Data
- attributes of data, Data Dimensions and Attributes-Data Dimensions
- authoritative data source, Authoritative data source
- average, comparison to, Comparison to average-Example
B
- Bagajewicz, Miguel J.
- Smart Process Plants, Quality Control and Anomaly Detection
- Berson, Alex
- Master Data Management and Data Governance, 2nd Edition, Master Data Management
- Business Development function, model of, DQS Model Example
- business flow diagrams, Mapping Business Processes and Data Flows
- business functions
- access controls based on, Ensuring proper access controls
- as data owners, Defining data owners, stewards, and custodian
- data distribution to, Defining the data distributions
- Data Governance (see Data Governance function) ...
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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.
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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.