Behaviour Patterns with Machine Learning Techniques

Behaviour Patterns with Machine Learning Techniques

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Behaviour Patterns with Machine Learning Techniques


Behaviour Patterns with Machine Learning Techniques, Learn to identify behaviour patterns based on the user actions on the web site using ML techniques

Created by Packt Publishing

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What you'll learn
  • Understand K-Means Clustering to detect network traffic.
  • Feature Normalization and Categorical Variables.
  • Analyzing Time Series data using Clustering.
  • Verifying and Validation of Model.
  • Identifying Patterns using in time-series data using GMM.
  • Explore explanation of Hidden Markov Model Explanation.
  • Using HMM for defining transitions between states.

Requirements
  • Software Engineers with professional Experience in Scala and Java that wants to learn how to leverage big data and draw conclusions about users behaviour using ML algorithms.

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