/bigdata-analytics-session

Practical session on ML and ML on Big Data

MIT LicenseMIT

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bigdata-analytics-session

Big Data Analytics Session

License

Summary

Practical session on ML and ML on Big Data

Installation

Make sure you have installed,

  • JDK 1.8+
  • Scala 2.11.*
  • Gradle 2.2+
  • Spark 2.2

Practical Session

  • Do you know how recommendation systems are implemented?
  • Do you know how to identify people who have bought the same product together?
  • Do you know how Associated Rule Mining algorithms are implemented on Big Data?

FP-Growth model data flow

FP-Growth model data flow

How data is transformed

How data is transformed

Get ready to experience the implementation of ML on Big Data!!!

Directory Layout

.
├── books                                   --> study materials
│   ├── ml
│   │   ├── ml related books
│   └── ml-and-bigdata
│       ├── ml and big data related books
└── data
    └── formattedData.dat                   --> sample data

Sample Data

We have gathered the clickstream data of products clicked by each user using an event tracker,

Sample data

Sample data overview

Contribution

License

MIT