JSON and Natural Language Processing in PostgreSQL
Within this course, you’ll learn about how PostgreSQL creates and uses inverted indexes for JSON and natural language content. We will use various sources of data for our databases, including access to an online API and spidering its data and storing the data in a JSON column in PostgreSQL. Students will explore how full-text inverted indexes are structured. Students will build their own inverted indexes and then make use of PostgreSQL built-in capabilities to support full-text indexes.
Upcoming start dates
- Self-paced Online
Who should attend?
Course delivery details
This course is offered through The University of Michigan, a partner institute of EdX.
2-4 hours per week
- Verified Track -$49
- Audit Track - Free
Certification / Credits
What you'll learn
- Compare Python, PostgreSQL, and JSON
- Index and retrieve natural language text and JSON data; access API data and store it in a database
- Create a GIN-based text reverse index and ts_vector index; build a search engine in PostgreSQL.
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