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CompTIA DA0-002 Exam Overview:
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Original CompTIA DA0-002 Questions, DA0-002 Questions Answers
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| Topic | Details |
|---|
| Topic 1 | - This section of the exam measures skills of a Data Governance Associate and introduces principles for keeping data secure, accurate, and compliant. It covers access controls, encryption, classification of sensitive data like PII and PHI, and legal requirements tied to data use. Candidates must know how to apply quality checks, validate data, and manage master data effectively. It also addresses best practices for maintaining integrity through data dictionaries, audits, and standardisation processes.
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| Topic 2 | - Data Mining: This section of the exam measures skills of a Business Intelligence Analyst and covers how data is collected, cleaned, and prepared for analysis. It explains methods like ETL and ELT for data integration, as well as web scraping, API use, and survey data collection. Candidates are expected to identify issues like missing or duplicated data and apply techniques like filtering, sorting, merging, and normalizing. The section also touches on query optimization strategies to improve data handling efficiency.
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| Topic 3 | - Data Analysis: This section of the exam measures skills of a Reporting Analyst and includes foundational knowledge of statistical methods such as averages, variances, and standard deviation. It covers how to use data to find patterns, track performance, and make predictions. This domain also introduces hypothesis testing, regression, correlation, and different types of analysis like exploratory and trend analysis. Candidates should also be aware of common tools used for analysis, including Excel, SQL, Python, R, and popular BI platforms like Tableau and Power BI.
|
| Topic 4 | - Visualization: This section of the exam measures skills of a Data Visualisation Specialist and focuses on turning raw data into clear, visual insights. It teaches how to match visual formats like bar charts, heat maps, and line graphs to specific audiences and needs. Candidates must understand how to create dashboards and reports using proper design elements such as labels, layout, branding, and colour schemes. This section also includes best practices for dashboard development and delivery through various platforms and user access levels.
|
| Topic 5 | - Data Concepts and Environments: This section of the exam measures the skills of a Junior Data Analyst and focuses on understanding core data concepts such as database types, schema structures, and data formats. It highlights differences between structured and unstructured data, compares file types like CSV, JSON, and XML, and introduces key ideas about data dimensions and slowly changing dimensions. Knowing how data is stored and organized helps professionals better prepare for analysis and reporting tasks.
|
CompTIA Data+ Exam Sample Questions (Q126-Q131):
NEW QUESTION # 126
Which of the following pieces of information, if made public, results in a data privacy violation?
- A. Driver's license
- B. Age
- C. Gender
- D. Employment status
Answer: A
Explanation:
This question falls under theData Governancedomain, which in DA0-002 includes understanding data privacy and compliance with regulations like GDPR. The question asks which piece of information, if made public, constitutes a privacy violation, meaning it must be personally identifiable information (PII).
* Gender (Option A): Gender is not typically considered PII on its own, as it's not uniquely identifiable.
* Driver's license (Option B): A driver's license number is PII because it uniquely identifies an individual and can be linked to other personal information, such as name and address. Making it public violates privacy regulations.
* Age (Option C): Age alone isn't PII, as it's not uniquely identifiable.
* Employment status (Option D): Employment status (e.g., employed, unemployed) isn't PII, as it doesn't uniquely identify an individual.
The DA0-002 Data Governance domain includes "identifying PII and data privacy concepts," and a driver's license is a clear example of PII that, if exposed, results in a privacy violation.
Reference: CompTIA Data+ DA0-002 Draft Exam Objectives, Domain 5.0 Data Governance.
NEW QUESTION # 127
A sales analyst is using the following table to produce a report on January sales data:
Month
Sales
Year
Product
Jan
4324563
2024
Chair
Jan
23345
2024
Table
Jan
2456897
2024
Sofa
Jan
345456
2024
Desk
Jan
23345
2024
Table
Which of the following inconsistencies is present in the data set?
- A. Missing values
- B. Outliers
- C. Duplication
- D. Redundancy
Answer: C
NEW QUESTION # 128
A data analyst is preparing a survey for Paralympic Game athletes. Which of the following should the analyst consider when creating this survey?
- A. Refresh speed
- B. Granularity
- C. Color contrast
- D. Idioms
Answer: C
Explanation:
Color contrast is important for accessibility, ensuring that individuals with visual impairments or varying abilities can clearly read and interpret the survey content.
NEW QUESTION # 129
Given the following table:

Which of the following data types should an analyst use for the numeric values in the Value column?
- A. Double
- B. Float
- C. Integer
- D. Boolean
Answer: B
Explanation:
A double is the most appropriate data type because the Value column contains very large numbers in scientific notation as well as decimal values that require high precision. A double- precision floating-point type can accurately store both large and fractional numeric values.
NEW QUESTION # 130
A project manager requests an unscheduled report that provides a list of clients. Which of the following frequencies is best for this report?
- A. Weekly
- B. Annual
- C. Ad hoc
- D. Daily
Answer: C
Explanation:
An ad hoc report is created on demand to satisfy a specific, unscheduled request. Since the project manager requested a report outside the regular reporting schedule, an ad hoc report is the most appropriate choice.
NEW QUESTION # 131
......
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