Data Governance Monitoring and Compliance
Expert-defined terms from the Professional Certificate in Data Governance course at London School of Planning and Management. Free to read, free to share, paired with a professional course.
Access Control refers to the process of granting or denying access to dat… #
Related terms include Authentication, Authorization, and Identity Management. Access Control is a critical component of Data Governance Monitoring and Compliance, as it helps prevent unauthorized access, data breaches, and ensures the integrity of sensitive information. For example, a company may implement role-based access control, where employees are granted access to specific data and systems based on their job function.
Accountability refers to the responsibility of individuals or organizatio… #
Related terms include Compliance, Governance, and Stewardship. Accountability is essential in Data Governance Monitoring and Compliance, as it ensures that individuals and organizations are held responsible for their actions and decisions related to data management. For instance, a company may establish a data governance council to oversee data management practices and ensure accountability.
Analytics refers to the process of analyzing data to extract insights, pa… #
Related terms include Business Intelligence, Data Mining, and Data Science. Analytics is a critical component of Data Governance Monitoring and Compliance, as it helps organizations make informed decisions, identify areas for improvement, and optimize their data management practices. For example, a company may use analytics to identify data quality issues, track data lineage, and monitor data compliance.
Authentication refers to the process of verifying the identity of users,… #
Related terms include Access Control, Authorization, and Identity Management. Authentication is a critical component of Data Governance Monitoring and Compliance, as it helps prevent unauthorized access, data breaches, and ensures the integrity of sensitive information. For instance, a company may implement multi-factor authentication, where users are required to provide multiple forms of verification, such as passwords, biometric data, or one-time codes.
Authorization refers to the process of granting or denying access to data… #
Related terms include Access Control, Authentication, and Identity Management. Authorization is a critical component of Data Governance Monitoring and Compliance, as it helps prevent unauthorized access, data breaches, and ensures the integrity of sensitive information. For example, a company may implement role-based authorization, where employees are granted access to specific data and systems based on their job function.
Automation refers to the use of technology to automate repetitive, manual… #
Related terms include Artificial Intelligence, Machine Learning, and Robotic Process Automation. Automation is a critical component of Data Governance Monitoring and Compliance, as it helps reduce manual errors, increase efficiency, and improve the accuracy of data management practices. For instance, a company may use automation to monitor data quality, track data lineage, and detect compliance issues.
Cloud Computing refers to the delivery of computing resources, such as se… #
Related terms include Cloud Storage, Cloud Security, and Hybrid Cloud. Cloud Computing is a critical component of Data Governance Monitoring and Compliance, as it helps organizations reduce costs, increase scalability, and improve flexibility. For example, a company may use cloud-based data storage to reduce costs, improve data accessibility, and enhance collaboration.
Compliance refers to the process of ensuring that data management practic… #
Related terms include Governance, Risk Management, and Audit. Compliance is essential in Data Governance Monitoring and Compliance, as it helps organizations avoid fines, penalties, and reputational damage. For instance, a company may establish a compliance program to ensure adherence to data protection laws, such as the General Data Protection Regulation (GDPR).
Data Architecture refers to the design and structure of an organiz… #
Related terms include Data Engineering, Data Management, and Data Warehousing. Data Architecture is a critical component of Data Governance Monitoring and Compliance, as it helps organizations manage data complexity, improve data quality, and enhance data accessibility. For example, a company may design a data architecture to integrate disparate data sources, improve data consistency, and support business intelligence.
Data Asset refers to any collection of data that has value to an organiza… #
Related terms include Data Classification, Data Protection, and Data Valuation. Data Assets are critical components of Data Governance Monitoring and Compliance, as they require protection, management, and governance to ensure their integrity, confidentiality, and availability. For instance, a company may classify data assets based on their sensitivity, criticality, and business value.
Data Classification refers to the process of categorizing data based on i… #
Related terms include Data Protection, Data Security, and Data Valuation. Data Classification is essential in Data Governance Monitoring and Compliance, as it helps organizations prioritize data protection efforts, allocate resources effectively, and ensure compliance with regulations. For example, a company may classify data into categories such as public, internal, confidential, or restricted.
Data Governance refers to the overall management and oversight of an orga… #
Related terms include Data Management, Data Stewardship, and Data Quality. Data Governance is a critical component of Data Governance Monitoring and Compliance, as it helps organizations ensure that data is accurate, complete, and available to support business decisions. For instance, a company may establish a data governance council to oversee data management practices, ensure data quality, and promote data-driven decision-making.
Data Lineage refers to the record of data's origin, processing, and movem… #
Related terms include Data Provenance, Data Quality, and Data Security. Data Lineage is essential in Data Governance Monitoring and Compliance, as it helps organizations track data movement, identify data quality issues, and ensure compliance with regulations. For example, a company may use data lineage to track data from its source to its destination, ensuring that data is handled correctly and securely.
Data Management refers to the process of planning, organizing, and contro… #
Related terms include Data Governance, Data Stewardship, and Data Quality. Data Management is a critical component of Data Governance Monitoring and Compliance, as it helps organizations ensure that data is accurate, complete, and available to support business decisions. For instance, a company may establish! A data management program to ensure data quality, data security, and compliance with regulations.
Data Mining refers to the process of discovering patterns, relationships,… #
Related terms include Data Analytics, Business Intelligence, and Predictive Analytics. Data Mining is a critical component of Data Governance Monitoring and Compliance, as it helps organizations extract value from their data assets, identify areas for improvement, and optimize their data management practices. For example, a company may use data mining to identify customer behavior, predict sales trends, and optimize marketing campaigns.
Data Protection refers to the process of safeguarding data from unauthori… #
Related terms include Data Security, Data Privacy, and Data Compliance. Data Protection is essential in Data Governance Monitoring and Compliance, as it helps organizations prevent data breaches, protect sensitive information, and ensure compliance with regulations. For instance, a company may implement data protection measures such as encryption, access controls, and backups.
Data Quality refers to the degree to which data is accurate, complete, co… #
Related terms include Data Governance, Data Management, and Data Stewardship. Data Quality is a critical component of Data Governance Monitoring and Compliance, as it helps organizations ensure that data is trustworthy, reliable, and available to support business decisions. For example, a company may establish a data quality program to ensure data accuracy, completeness, and consistency.
Data Security refers to the process of protecting data from unauthorized… #
Related terms include Data Protection, Data Privacy, and Data Compliance. Data Security is essential in Data Governance Monitoring and Compliance, as it helps organizations prevent data breaches, protect sensitive information, and ensure compliance with regulations. For instance, a company may implement data security measures such as firewalls, intrusion detection systems, and encryption.
Data Stewardship refers to the responsibility of individuals or organizat… #
Related terms include Data Governance, Data Management, and Data Quality. Data Stewardship is a critical component of Data Governance Monitoring and Compliance, as it helps organizations ensure that data is accurate, complete, and available to support business decisions. For example, a company may establish a data stewardship program to ensure data quality, data security, and compliance with regulations.
Data Warehousing refers to the process of designing, building, and managi… #
Related terms include Data Architecture, Data Engineering, and Business Intelligence. Data Warehousing is a critical component of Data Governance Monitoring and Compliance, as it helps organizations integrate disparate data sources, improve data quality, and support business intelligence. For instance, a company may design a data warehouse to integrate customer data, sales data, and marketing data.
Encryption refers to the process of converting plaintext data into unread… #
Related terms include Data Protection, Data Security, and Data Compliance. Encryption is essential in Data Governance Monitoring and Compliance, as it helps organizations protect sensitive information, prevent data breaches, and ensure compliance with regulations. For example, a company may use encryption to protect customer data, financial data, or intellectual property.
Governance refers to the overall management and oversight of an organizat… #
Related terms include Compliance, Risk Management, and Audit. Governance is a critical component of Data Governance Monitoring and Compliance, as it helps organizations ensure that data is managed and protected in accordance with established policies, procedures, and regulations. For instance, a company may establish a governance framework to oversee data management practices, ensure compliance with regulations, and promote data-driven decision-making.
Identity Management refers to the process of managing and controlling use… #
Related terms include Access Control, Authentication, and Authorization. Identity Management is essential in Data Governance Monitoring and Compliance, as it helps organizations prevent unauthorized access, data breaches, and ensures the integrity of sensitive information. For example, a company may implement an identity management system to manage user identities, authenticate users, and authorize access to sensitive information.
Information Security refers to the process of protecting information from… #
Information Security is essential in Data Governance Monitoring and Compliance, as it helps organizations prevent data breaches, protect sensitive information, and ensure compliance with regulations. For instance, a company may implement information security measures such as firewalls, intrusion detection systems, and encryption.
Metadata refers to the information that describes, explains, or summarize… #
Metadata is a critical component of Data Governance Monitoring and Compliance, as it helps organizations understand the context, meaning, and value of their data assets. For example, a company may use metadata to describe data sources, data transformations, and data destinations.
Monitoring refers to the process of continuously tracking and evaluating… #
Related terms include Compliance, Governance, and Audit. Monitoring is essential in Data Governance Monitoring and Compliance, as it helps organizations identify areas for improvement, optimize their data management practices, and ensure compliance with regulations. For instance, a company may establish a monitoring program to track data quality, data security, and compliance with regulations.
Personal Data refers to any information that relates to an identified or… #
Personal Data is a critical component of Data Governance Monitoring and Compliance, as it requires special protection, management, and governance to ensure its confidentiality, integrity, and availability. For example, a company may establish a personal data protection program to ensure compliance with data protection laws, such as the General Data Protection Regulation (GDPR).
Privacy refers to the right of individuals to control their personal info… #
Privacy is essential in Data Governance Monitoring and Compliance, as it helps organizations respect individuals' rights, prevent data breaches, and ensure compliance with regulations. For instance, a company may establish a privacy program to ensure compliance with data protection laws, such as the General Data Protection Regulation (GDPR).
Regulatory Compliance refers to the process of ensuring that data managem… #
Regulatory Compliance is essential in Data Governance Monitoring and Compliance, as it helps organizations avoid fines, penalties, and reputational damage. For example, a company may establish a regulatory compliance program to ensure adherence to data protection laws, financial regulations, or healthcare standards.
Risk Management refers to the process of identifying, assessing, and miti… #
Risk Management is a critical component of Data Governance Monitoring and Compliance, as it helps organizations minimize risks, optimize their data management practices, and ensure compliance with regulations. For instance, a company may establish a risk management program to identify, assess, and mitigate risks associated with data management practices.
Security refers to the process of protecting data from unauthorized acces… #
Security is essential in Data Governance Monitoring and Compliance, as it helps organizations prevent data breaches, protect sensitive information, and ensure compliance with regulations. For example, a company may implement security measures such as firewalls, intrusion detection systems, and encryption.
Stewardship refers to the responsibility of individuals or organizations… #
Stewardship is a critical component of Data Governance Monitoring and Compliance, as it helps organizations ensure that data is accurate, complete, and available to support business decisions. For instance, a company may establish a stewardship program to ensure data quality, data security, and compliance with regulations.
Vendor Management refers to the process of managing and controlling third #
party vendors, including their access to sensitive information, ensuring that they comply with established policies, procedures, and regulations. Related terms include Compliance, Governance, and Risk Management. Vendor Management is essential in Data Governance Monitoring and Compliance, as it helps organizations minimize risks, optimize their data management practices, and ensure compliance with regulations. For example, a company may establish a vendor management program to ensure that vendors comply with data protection laws, financial regulations, or healthcare standards.