W8 ni aya

Question 1

is the overall utility of a dataset(s) as a function of its ability to be
processed easily and analyzed for a database, data warehouse, or data analytics
system.

Answer 1

DATA QUALITY

Question 2

(RDQA) is a simplified version of
the Data Quality Audit (DQA) which allows programs and projects to verify
and assess the quality of their reported data.

Answer 2

Routine Data Quality Assessment Tool

Question 3

An _________ is a project management tool that shows how a
project will evolve at a high level.

Answer 3

Implementation Plan

Question 4

analyzes information and identifies
incomplete or incorrect data. Cleansing such data follows after the completion of
the profiling of data concerns, which could range anywhere from removing
abnormalities to merging repeated information.

Answer 4

Data Quality Tools

Question 5

A _________ is a class of problem solving methods aimed at
identifying the root causes of the problems or events instead of simply addressing the obvious symptoms.

Answer 5

Root Cause Analysis

Question 6

Answers the question “What do you want to accomplish?”

Answer 6

Define Goals/Objectives

Question 7

Outline the high level schedule in the implementation phase

Answer 7

Outline the high level schedule in the implementation phase

Question 8

Determine whether you have sufficient resources, and decide how you will procure what’s missing

Answer 8

Allocate Resources

Question 9

Create a general team plan with overall roles that each team member will play.

Answer 9

Designate Team Member Responsibilities:

Question 10

How will you determine if you have achieved your goal? (Smartsheet, 2017)

Answer 10

Define Metrics for Success:

Question 11

Refers to the decomposition of fields into component parts and formatting the values into consistent layouts based on industry standard and patterns and user defined business rules

Answer 11

PARSING AND STANDARDIZATION

Question 12

means the modification of data values to meet domain restrictions, constraints of integrity or other rules that define data quality as sufficient for the org.

Answer 12

GENERALIZED CLEANSING

Question 13

This is the identification and merging related entries within or across data sets

Answer 13

MATCHING

Question 13

Refers to the analysis of data to capture statistics or metadata to determine the quality of data and identify data quality issues

Answer 13

PROFILING

Question 14

The deployment of controls to ensure conformity of data to business rules set by the org

Answer 14

MONITORING

Question 15

Enhancing the value of the data by using related attributes from external sources such as consumer demographic attributes or geographic descriptors

Answer 15

ENRICHMENT

Question 16

This might sound like the technique of a five-year-old wanting to get out of going to bed, but the five whys analysis can be quite useful for getting to the underlying causes of a problem.

Answer 16

ASK WHY 5 TIMES

Question 17

(FMEA) is a technique which is
aimed to find various modes for failure within a system. FMEA requires several steps for execution

Answer 17

Failure Mode and Effects Analysis

Question 18

The________ operates using the Pareto principle (20% of the work creates 80% of the results). You will want to run Pareto analysis any time when there are multiple potential causes to a problem

Answer 18

Pareto Analysis

Question 19

Uses “Boolean Logic” to determine the root causes of an undesirable event. This technique is usually used in risk analysis and safety analysis.

Answer 19

Fault Tree Analysis (FTA)

Question 20

analyzes a system at once. It would be used when many problems exist and you want to get to the root causes of all the problems.

Answer 20

Current Reality Tree (CRT)

Question 21

No matter what term you use for the fishbone diagram, the truth is, that it is a useful technique that will help you in your root cause analysis.

Answer 21

Fishbone or Ishikawa or Cause-and-Effect Diagrams

Question 22

also known as rational process is intended to
break a problem down to its root cause

Answer 22

Kepner-Tregoe Technique

Question 23

what are the priorities and orders for concerns
for specific issues?

Answer 23

Appraisal of the situation

Question 24

One final technique used in root cause analyses is the RPR
Problem diagnosis. RPR stands for __________ and it deals with diagnosing the causes of recurrent problems.

Answer 24

“Rapid Problem Resolution”

Question 25

team members gather data and analyze their
findings

Answer 25

Discover

Question 26

a diagnostic plan is created and the root cause is
identified through careful analysis of the diagnostic data

Answer 26

Investigate

Question 27

the problem is fixed and monitored to ensure that the
proper root cause was identified.

Answer 27

Fix