Technologies To Be Aware Of
Tools for Data Management and Evaluation.
Data Management
The following are commonly used storage tools (for a more thorough discussion, see Chapter 3):- Data Warehouses and Databases
Businesses can use Amazon Redshift, Google BigQuery, or traditional SQL / NoSQL databases (e.g., MySQL, MongoDB) to store large volumes of structured and unstructured data securely. - Cloud-Based Storage
Solutions like Microsoft Azure and Google Cloud Storage offer flexible and scalable options to manage data.
Data Governance
Data governance is first and foremost about setting sound policies, but technologies can help with enforcement:- Data Governance Platforms
Solutions like Collibra are comprehensive platforms allowing to manage policies, create workflows, and ensure compliance. - Data Cataloging
Tools like Alation and Data.world provide automated cataloging, making it easier for businesses to track data lineage and ensure quality.
Security
The following tools cover the basics of data security:- Encryption
VeraCrypt or BitLocker can encrypt sensitive data, ensuring it remains secure during transmission and storage. - Firewalls
Cisco Firepower and Fortinet offer robust firewall solutions that prevent unauthorized access to company data. - Access Control
Okta or Microsoft Active Directory helps businesses manage user access to sensitive information and systems.
Emerging Tools
These tools are being used by companies on the cutting edge of data management:- AI / ML
Tools like DataRobot and H2O.ai enable businesses to leverage machine learning for automating data quality assessment, anomaly detection, and predictive analytics. - Blockchain for Data Integrity
Blockchain technology ensures immutable and tamper-proof records, enhancing the security and trustworthiness of data across various industries.