Full-Text Search Courses and Certifications

Tech with Tim

MongoDB + Python - Full-Text Search with Atlas Search

Build MongoDB Atlas full-text search with fuzzy and synonym matching, autocomplete, compound queries, and relevance scoring.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Search Fundamentals

Build full-text search experiences in MongoDB-powered applications using lexical search, indexing strategies, and query optimization.

• MongoDB University
• 1 hour
• Self-Paced
• Free Certificate

Career Certificate

MongoDB Search

Learn to build seamless full-text search experiences with MongoDB Atlas Search, powered by Apache Lucene.

• MongoDB University
• 8 hours
• Self-Paced
• Free Certificate

Functions for Manipulating Data in PostgreSQL

6704 ratings at DataCamp

This course will provide you an understanding of how to use built-in PostgreSQL functions in your SQL queries to manipulate different types of data including strings, character, numeric and date/time.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Learn With Jason

Filter and Search Content in Your Web Apps Using Remix and Tigris Data

Build an artist directory with free-text and faceted search using Tigris Data’s built-in search and Remix.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

程序开发项目实践

通过构建倒排索引、文档评分与查询解析，完成一个搜索引擎设计实践项目。

• Coursera
• 8 weeks, 1 hour a week
• Self-Paced
• Paid Course

Complete Guide to Elasticsearch

25483 ratings at Udemy

Learn Elasticsearch from scratch and begin learning the ELK stack (Elasticsearch, Logstash & Kibana) and Elastic Stack.

• Udemy
• 12 hours 57 minutes
• Self-Paced
• Paid Course

Learn With Jason

Add Full Text Search to Your Couchbase Data

See how Couchbase brings full-text search to document data, from getting started and loading data to querying and deployment.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Devoxx Poland

Full Text Search with Elasticsearch

Odkryj potencjał wyszukiwania pełnotekstowego z Elasticsearch. Poznaj podstawy techniczne, naucz się konfiguracji i poznaj triki, które ulepszą doświadczenie użytkowników Twojej strony.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

PyCon US

A Pythonic Full-Text Search

Implement efficient full-text search on Django websites using PostgreSQL, avoiding complexities of external search engines. Learn to enhance content accessibility and improve search functionality.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

Advanced Querying with pgvector

Build advanced pgvector queries by combining filters, full-text search, distance inspection, ranking, and cosine similarity scoring.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

JSON and Natural Language Processing in PostgreSQL

152 ratings at Coursera

Build full-text inverted indexes in PostgreSQL with GIN, ts_vector() and ts_query(), and spider an online API into JSON columns using Python.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

Board Infinity

Executing Full Text Queries with Elasticsearch

14 ratings at Coursera

Learn Elasticsearch end to end: index data across nodes and shards, tune queries with the Explain API, and build Boolean, fuzzy, nested, and script queries.

• Coursera
• 3 weeks, 4 hours a week
• Self-Paced
• Paid Course

Packt

Foundations of Elasticsearch

Install Elasticsearch and query it via RESTful APIs: design mappings, analyzers, and tokenizers, index MovieLens data in bulk, and run fuzzy, filtered, paginated searches.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Getting Started with Redis and RediSearch

Install and run a Redis instance, import example hashes, index them with the RediSearch module, and query them for full-text search and secondary indexing.

• Coursera
• 1 hour
• Self-Paced
• Paid Course