Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning Gallatin Kyle
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning Gallatin Kyle This practical guide provides more than 200 self-contained recipes to help you solve…
Specifikacia Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning Gallatin Kyle
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning Gallatin Kyle
This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. From there, you can adapt these recipes according to your use case or application. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems all the way from loading data to training models and leveraging neural networks.Each recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure it works.
Go beyond theory and concepts by learning the nuts and bolts you need to construct working machine learning applications.You'll find recipes for:Vectors, matrices, and arrays Working with data from CSV, JSON, SQL, Recipes include a discussion that explains the solution and provides meaningful context.
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