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Text Retrieval and Search Engines

Course Summary

Search engines are essential tools for managing and mining big text data. Learn how search engines work, the major search algorithms, and how to optimize search accuracy.


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    Course Syllabus

    This course will be covering the following topics:

    • Introduction to text data mining
    • Basic concepts in text retrieval
    • Information retrieval models
    • Implementation of a search engine
    • Evaluation of search engines
    • Advanced search engine technologies

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    Recommended Background

    Basic knowledge of data structures and proficiency in programming with either C++ or Java is recommended. Basic knowledge of probability and statistics is helpful, but not required.

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    Course Format

    The course will have video lectures, accompanied by quizzes and peer graded assignments.


Course Fee:
Free

Course Type:

Self-Study

Course Status:

Active

Workload:

1 - 4 hours / week

This course is listed under Development & Implementations and Data & Information Management Community

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