Information Retrieval and Mining Massive Data Sets
Information Retrieval and Mining Massive Data Sets
Learn various techniques to build a Google scale Information Retrieval System.
The course is primarily divided into 6 parts.
Part 1: Building an Information Retrieval System
Part 2: Mining Frequent Patterns and Associations
Part 3: Classification and Clustering
Part 4: Web Mining
Part 5: Recommendation Systems
Description
The goal is to introduce various techniques required to build an IR System. In this course we will explore various methods to solve big data problem. We will evaluate alternative solutions and trade offs. In the later part of the course we will discuss various data mining algorithms to make sense of massive data sets.
Who this course is for:
Big Data Enthusiast
Data Scientists
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