Behaviour Patterns with Machine Learning Techniques

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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.