Skills you'll gain

There are 16 modules in this course

This course introduces the technologies behind web and search engines, including document indexing, searching and ranking. You will also learn different performance metrics for evaluating search quality, methods for understanding user intent and document semantics, and advanced applications including recommendation systems and summarization. Real-life examples and case studies are provided to reinforce the understanding of search algorithms.

Search Engine Business Model

TFxIDF

Vector Space Model

Inverted Files

Extended Boolean Model

PageRank

HITS Algorithm

Performance Evaluation of Information Retrieval System

Benchmarking

Stopword removal and Stemming

Relevance Feedback

Personalized Web Search

Index Term Selection

Discovering Phrases and Correlated Terms

Enterprise Search Engine

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