Building Predictive Models with Machine Learning and Python

Building Predictive Models with Machine Learning and Python

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Building Predictive Models with Machine Learning and Python

Building Predictive Models with Machine Learning and Python, Master the most popular Machine Learning tools by building your own models to tackle real-world problems

Created by Packt Publishing

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What you'll learn
  • Make each stage in building a Machine Learning based model easy and fast.
  • Write and run your code inside Jupyter Notebooks to make sharing, debugging, and iterating on your code an absolute breeze.
  • Read, explore, clean, and prepare your data using Pandas, the most popular library for analyzing data tables.
  • Use the Scikit-Learn library to deploy ready-built models, train them, and see results in just a few lines of code.
  • Evaluate your models to ensure they can be trusted!
  • Cardinal rules you must follow to obtain a valid model you can rely on in the real world.
  • Use hyper-parameter optimization to get the best possible version of each model for your specific application.

Requirements
  • Some knowledge of mathematics and Python is assumed.


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