Fundamentals of Machine Learning with scikit-learn

Fundamentals of Machine Learning with scikit-learn

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Fundamentals of Machine Learning with scikit-learn

Fundamentals of Machine Learning with scikit-learn, A reference guide to popular algorithms for data science and Machine Learning

Created by Packt Publishing

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What you'll learn

  • Acquaint yourself with important elements of Machine Learning
  • Understand the feature selection and feature engineering process
  • Assess performance and error trade-offs for Linear Regression
  • Build a data model
  • Understand how a data model works
  • Understand strategies for hierarchical clustering
  • Ensemble learning with decision trees
  • Learn to tune the parameters of Support Vector machines
  • Implement clusters to a dataset

Requirements

  • Familiarity with languages such as R and Python will be invaluable here.

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