JSON and Natural Language Processing in PostgreSQL
In this third course in PostgreSQL for Everybody, learners will learn how PostgreSQL creates and uses JSON and natural language content. Learners will explore using multiple sources of data and how text is structured within PostgreSQL.
Monthly Subscription Starting at AED 99 + VAT
- Level Awareness
- Course by The University of Michigan
- Total students 208 enrolled
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About
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.
What you will 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.
Skills you learn
Auto Summary
Discover how PostgreSQL utilizes inverted indexes for JSON and natural language processing in this IT & Computer Science course by edX. Ideal for beginners, you'll explore data collection, storage in JSON columns, and building full-text inverted indexes. Engage with practical examples and enhance your database skills. Starter subscription available. Perfect for those seeking foundational knowledge in database management.
Charles Severance