Python machine learning by example: easy-to-follow examples that get you up and running with machine learning

✍ Scribed by Liu, Yuxi (Hayden)

Publisher: Packt Publishing
Year: 2019
Tongue: English
Leaves: 371
Edition: Second edition
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Table of ContentsGetting Started with Machine Learning and PythonExploring the 20 Newsgroups Dataset with Text Analysis Techniques Mining the 20 Newsgroups Dataset with Clustering and Topic Modeling AlgorithmsDetecting Spam Email with Naive BayesClassifying News Topic with Support Vector MachinePredicting Online Ads Click-through with Tree-Based AlgorithmsPredicting Online Ads Click-through with Logistic RegressionScaling Up Prediction to Terabyte Click LogsStock Price Prediction with Regression AlgorithmsMachine Learning Best Practices

✦ Subjects

COMPUTERS--Data Processing;COMPUTERS--Databases--Data Mining;COMPUTERS--Programming Languages--Python;Machine learning;Python (Computer program language);Electronic books;COMPUTERS -- Programming Languages -- Python;COMPUTERS -- Data Processing;COMPUTERS -- Databases -- Data Mining

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Python Machine Learning by Example

📁 Python Machine Learning by Example

✍ Yuxi (Hayden) Liu 📂 Library 📅 2017 🏛 Packt Publishing 🌐 English

Take tiny steps to enter the big world of data science through this interesting guide About This Book - Learn the fundamentals of machine learning and build your own intelligent applications - Master the art of building your own machine learning systems with this example-based practical guide - Work

Python Machine Learning By Example

📁 Python Machine Learning By Example

✍ Yuxi (Hayden) Liu 📂 Library 📅 2017 🏛 Packt Publishing Ltd 🌐 English

Take tiny steps to enter the big world of data science through this interesting guide About This Book Learn the fundamentals of machine learning and build your own intelligent applications Master the art of building your own machine learning systems with this example-based practical guide Work with