The document outlines a 30-hour advanced course in data integrity, prepared by Miss Sudipta Roy at East Point College of Pharmacy. It covers various modules including data integration, quality, enrichment, location intelligence, integrity management, security, and types of data integrity. The course aims to educate participants on ensuring data quality, managing data effectively, and improving decision-making while addressing errors and risks associated with data.

1. Advanced Study in Pharmaceutics.
Prepared By Miss Sudipta Roy, Associate Professor , East Point College of Pharmacy, Bangalore.
Course Name : Data Integrity Total hours : 30
Course Outcome :
1. To know data quality.
2. To manage data and to take decision.
3. To remive errors from data formatting when it was procured from huge data from different
databases.
Module I : 2 hours
Data Integration : Definition and objective, Advantage and Disadvntage , Application.
Module II : 2 hours
Data Quality : Definition and objective, Advantage and Disadvntage , Application.
Module III : 2 hours
Data Enrichment : Definition and objective, Advantage and Disadvntage , Application.
Module IV : 2 hours
Location Intelligence : Definition and objective, Advantage and Disadvntage , Application.
Module V : 4 hours
Data Integrity Database : Formatting errors, syntax errors, malware, ransomware attacks and
other malicious actions, Techopedia, Entity Integrity,Referential Integrity,Domain Integrity,
Data integrity versus data quality.
Module VI : 4 hours.
Management of Data Itegrity : Back up data, Manage data access, Enable logging, Verify and
validate data.
Module VII : 4 hours.

2. Data Security : Strict identity and access management, Network segmentation, Data backups,
At-rest encryption,Threat identification systems (namely intrusion detection systems),
Various disaster recovery capabilities.
Module VIII : 6 hours.
Various types of Data Integrity : Physical Data Integrity,Logical integrity,Data Integrity
Risks,Examples of Data Integrity Violations, Data life cycle , Audit Trail, Strict access controls,
Error Detection Software , Identification and Elimination of Security Vulnerabilities.
Module IX: 4 hours.
Improvement of Integrity and to take Decision Fast.