Master PostgreSQL's JSON handling and natural language processing capabilities in this comprehensive database course.
Master PostgreSQL's JSON handling and natural language processing capabilities in this comprehensive database course.
This specialized course explores PostgreSQL's advanced features for handling JSON and natural language content. Students learn to create and utilize inverted indexes, work with various data sources including API integration, and understand text indexing structures. The course covers implementing search functionality, building custom inverted indexes, and leveraging PostgreSQL's built-in full-text search capabilities.
Instructors:
English
English
What you'll learn
Compare and utilize Python PostgreSQL and JSON effectively
Build and implement inverted indexes for text and JSON data
Develop custom search engine functionality in PostgreSQL
Integrate and store API data in PostgreSQL databases
Create and optimize GIN based text vector indexes
Implement full text search capabilities
Skills you'll gain
This course includes:
PreRecorded video
Graded assignments, Exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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Module Description
This course focuses on advanced PostgreSQL features for handling JSON data and natural language processing. Students learn to create and manage inverted indexes for both JSON and text content, integrate with external APIs, and implement search functionality. The curriculum covers the structure of full-text inverted indexes, building custom indexes, and utilizing PostgreSQL's native capabilities for text searching. Practical exercises include working with various data sources and implementing search engine features.
Fee Structure
Instructor

18 Courses
Educational Technology Pioneer and Open Source Learning Advocate
Charles Severance, popularly known as Dr. Chuck, is a Clinical Professor at the University of Michigan School of Information where he has established himself as a leading figure in educational technology and open-source learning systems. His academic journey includes BS, MS, and PhD degrees in Computer Science from Michigan State University, followed by significant contributions to educational technology development. As the chief architect and later executive director of the Sakai Project, he led the development of a learning management system now used by over 300 schools worldwide. His expertise spans programming, database design, and web development, reflected in his widely-used books including "Python for Everybody," "Using Google App Engine," and "Sakai: Free as in Freedom." Beyond academia, Severance has made substantial contributions to technology education through media, hosting the television show "Internet:TCI" in the 1990s and writing the "Computing Conversations" column for IEEE Computer Magazine featuring interviews with technology pioneers. His current work focuses on developing massive open online courses (MOOCs) that have reached millions of learners globally, particularly his Python programming courses on Coursera and edX. He maintains active engagement with the technology community through his role as Chair of the Sakai Project Management Committee and his contributions to educational technology standards, including his work with the IMS Global Learning Consortium on Learning Tools Interoperability (LTI). Severance's impact on educational technology is further evidenced by his creation of innovative teaching methodologies and his commitment to making technology education accessible to global audiences through digital platforms.
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Frequently asked questions
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