JSON and Natural Language Processing in PostgreSQL in University of Michigan

JSON and Natural Language Processing in PostgreSQL University of Michigan

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Created by University of Michigan Staff Last updated Mon, 28-Feb-2022 English


JSON and Natural Language Processing in PostgreSQL in University of Michigan free videos and free material uploaded by University of Michigan Staff .

Syllabus / What will i learn?

Natural Language

In this first week, we introduce you to the course and its main focus: text and JSON.

Inverted Indexes with PostgreSQL

In this week, we'll look at GIN-based inverted indexes and ts_vector() and ts_query() functions.

Python and PostgreSQL

This week is all about connecting and comparing Python and PostgreSQL.

JSON and PostgreSQL

In this final week, we'll focus primarily on JSON and its functions.



Curriculum for this course
0 Lessons 00:00:00 Hours
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Description

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.

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Material price :

Free

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