Hands-On Machine Learning with Python and Scikit-Learn
Ditulis pada: November 17, 2018
Coupon Details
Hands-On Machine Learning with Python and Scikit-Learn, Develop and apply the best machine learning practices using the powerful features of Python and scikit-learn
Created by Packt Publishing
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What you'll learn
- Split data effectively using the Scikit-Learn package
- Explore, organize, manipulate, and analyze your data (including some visual and descriptive statistics techniques)
- Enhance your model performance using cross-validation
- Build and design model pipelines using Scikit-Learn paired with your custom transformers
- Tune and optimize hyperparameters to select the best model for the job
- Persist a model for use in production
Requirements
- A basic familiarity with, or exposure to, some level of statistics is recommended, but not required.