Cloud Framework
Audio Framework
Data Management
BI Strategy
Considerations
Testing
Understanding Data Analytics Trends
Data Management
Architecture 
In the context of business analytics and data analysis, architecture refers to the
frameworks and methodologies used to analyze data and derive actionable insights for decision-making
...Cloud-Based Architecture Utilizes cloud computing resources for data storage and processing
...
Data Frameworks Data
frameworks are structured methodologies and tools that facilitate the collection, processing, analysis, and visualization of data in a business context
...Description Key Features Amazon Redshift A fully managed data warehouse service in the
cloud ...
Audio Framework An Audio
Framework is a structured approach to the design, development, and implementation of audio processing systems
...Cloud-Based Audio Processing: Cloud computing is opening new possibilities for collaborative audio production and processing
...
Data Management Data Storage: The methods and technologies used to store data securely and efficiently, including data warehouses and
cloud storage solutions
...Data Governance: The
framework for managing data availability, usability, integrity, and security within an organization
...
BI Strategy Develop Data Governance
Framework: Create a framework for managing data quality, security, and compliance
...Cloud-Based BI Solutions: Increasing adoption of cloud technologies for scalability and flexibility
...
Considerations 1
Frameworks for Ethical Data Use Several frameworks can guide ethical data use: Framework Description Fairness Framework Ensures that data analysis does not disproportionately impact any group
...Businesses must consider the following technological factors: Data Storage Solutions: Choosing the right storage solution (
cloud vs
...
Testing Selenium: An open-source automated testing
framework for web applications
...Cloud-Based Testing: The rise of cloud computing will facilitate more collaborative and flexible testing environments
...
Understanding Data Analytics Trends Cloud-Based Analytics: The shift towards cloud computing has made data storage and analytics more scalable and accessible
...Apache Hadoop: An open-source
framework that allows for the distributed processing of large data sets across clusters of computers
...
Data Management Data Governance The
framework that establishes policies and standards for data management within an organization
...Leverage
Cloud Solutions: Utilize cloud storage and services for scalability and flexibility in data management
...
Key Trends in Data Analysis Technologies Technology Description Use Cases Hadoop An open-source
framework that allows for distributed storage and processing of large datasets
...Databricks A
cloud-based platform that provides a collaborative environment for big data analytics
...
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