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JSON and NLP in PostgreSQL

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

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JSON and NLP in PostgreSQL

This course includes

4 Weeks

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

4,925

Audit For Free

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

PostgreSQL
JSON
Natural Language Processing
Database Management
API Integration
Text Indexing
Search Engine Development
Data Storage
Full-text Search
GIN Indexing

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

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.

JSON and NLP in PostgreSQL

This course includes

4 Weeks

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

4,925

Audit For Free

Testimonials

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Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.