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RM200

Machine Learning with Python Cookbook by Chris Albon

RM200

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Lightly used

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Professional Studies

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over a year ago by keenforest_d7b4cc

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Description

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics. Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your application. Recipes also include a discussion that explains the solution and provides meaningful context. This cookbook takes you beyond theory and concepts by providing the nuts and bolts you need to construct working machine learning applications. You'll find recipes for: Vectors, matrices, and arrays Handling numerical and categorical data, text, images, and dates and times Dimensionality reduction using feature extraction or feature selection Model evaluation and selection Linear and logical regression, trees and forests, and k-nearest neighbors Support vector machines (SVM), naïve Bayes, clustering, and neural networks Saving and loading trained models

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Ori CD - CHRIS CORNELL - No One Sings Like You Anymore (Volume One) [2021] NEW

RM45

Brand new

(Category: ) located in . Submitted by nsslmn (Listing ID 1461146002, Image 1). Description: .

nsslmn

20 days ago

(Category: ) located in . Submitted by nsslmn (Listing ID 1461146002, Image 1). Description: .

Bookoli Little to Large & Big and Small Board Books Set

RM5

Like new

(Category: ) located in . Submitted by susie_2046 (Listing ID 1461746566, Image 1). Description: .

susie_2046

4 hours ago

(Category: ) located in . Submitted by susie_2046 (Listing ID 1461746566, Image 1). Description: .

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Inside the C.I.D. by Peter Beveridge - 1959 Great Pan Illustrated

RM28

Lightly used

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