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What is data analytics? The process of analyzing data to extract insights
- The process of analyzing data to
extract insights
- The process of encrypting data to keep
it secure
- The process of storing data in a
secure location for future use
- The process of collecting data from
various sources
What does a data analyst do in a data Conducts exploratory data analysis to identify trends
analytics project? and patterns
- Conducts exploratory data analysis
to identify trends and patterns
- Focuses on building machine learning
models
- Oversees data governance and data
quality assurance
- Designs and develops databases and
data pipelines
What is the function of a data scientist To conduct statistical analysis and machine learning
in an organization? modeling
- To design and maintain data
visualizations and dashboards
- To oversee data governance and
compliance
- To work independently to
analyze data and make decisions
based on their findings
- To conduct statistical analysis and
machine learning modeling
What is the role of a business Designing and maintaining data visualizations and
intelligence analyst? dashboards
,- Designing and maintaining data
visualizations and dashboards
- Conducting statistical analysis and
machine learning modeling
What is a primary responsibility of a Designing and implementing data storage solutions
data engineer?
- Designing and implementing data
storage solutions
- Designing and developing data
visualizations for stakeholders
- Analyzing and interpreting data
to inform business decisions
- Developing predictive models using
machine learning algorithms
What is a primary responsibility of a Developing predictive models using machine learning
machine learning engineer? algorithms
- Developing predictive models using
machine learning algorithms
- Analyzing and interpreting data
to inform business decisions
- Designing and developing data
visualizations for stakeholders
- Designing and implementing data
storage solutions
What is a primary responsibility of a Developing predictive models using machine learning
machine learning engineer? algorithms
- To pilot the model, refine it, and fully
deploy it
- Designing and maintaining data
visualizations and dashboards
- Developing predictive models using
machine learning algorithms
- Business domain knowledge and
communication
What is the role and function of a To analyze data and provide insights to support
decision scientist within an informed decision-making
organization?
- To oversee the company's human
resources and ensure employee
satisfaction
- To analyze data and provide
,What is a primary responsibility of a Conducting statistical analysis to identify patterns and
data analyst? trends
- Developing data visualizations for
stakeholders
- Designing and implementing data
storage solutions
- Conducting statistical analysis to
identify patterns and trends
- Developing predictive models using
machine learning algorithms
What component of a data analytics To clean and preprocess data to prepare it for analysis
project is typically completed by a
data analyst?
- To collect and store data for the
organization
- To make decisions based on the
insights derived from data analysis
- To clean and preprocess data to
prepare it for analysis
- To design and implement machine
learning algorithms
Which task is the data analyst Conducting statistical analyses and generating reports
responsible for within a data analysis
project?
- Developing and implementing
software applications
- Conducting statistical analyses and
generating reports
- Creating the project's overall goals
and objectives
- Collecting, cleaning, and loading
customer data into a data
warehouse
Which data migration skill is Transferring data between different systems or formats
necessary for database
administrators?
- Ensuring that the database remains
secure
- Developing and implementing
database software
- Transferring data between different
systems or formats
- Troubleshooting network issues within
the system
Which job skill is necessary for a Analyzing and interpreting data to inform questions
researcher in a data analytics
, What are the necessary skills for Business domain knowledge and communication
partners in a data analytics project?
- Machine learning algorithm
development
- Data visualization and dashboard
development
- Cloud infrastructure management and
automation
- Business domain knowledge and
communication
Which groups make up the key Project team members and senior management
stakeholders in a data analytics
project?
- Shareholders and investors
- Project team members and senior
management
- Competitors and regulatory agencies
- Manufacturers and suppliers
What role do stakeholders play in the Provide guidance and feedback throughout the project
project cycle?
- Create the project plan and schedule
- Define the project scope and
objectives
- Execute the project tasks
- Provide guidance and feedback
throughout the project
Which stakeholder should conduct Researcher
literature reviews for a data analytics
project?
- Database administrator
- End user
- Project sponsor
- Researcher
Why is a project sponsor a key They ensure that the project aligns with business goals
stakeholder in a data analytics and objectives.
project?
- They ensure that the project aligns
with business goals and objectives.
- They provide funding for the project.
- They are the primary users of the