Python machine learning : unlock deeper insights into machine learning with this vital guide to cutting-edge predictive analytics 9781783555130, 1783555130
Machine learning and predictive analytics are transforming the way businesses and other organizations operate. Being abl
2,033 378 23MB
English Pages 425 Year 2015
Table of contents :
Content: Giving computers the ability to learn from data --
Training machine learning algorithms for classification --
A tour of machine learning classifiers using Scikit-learn --
Building good training sets : data preprocessing --
Compressing data via dimensionality reduction --
Learning best practices for model evaluation and hyperparameter tuning --
Combining different models for ensemble learning --
Applying machine learning to sentiment analysis --
Embedding a machine learning model into a web application --
Predicting continuous target variables with regression analysis --
Working with unlabeled data : clustering analysis --
Training artificial neural networks for image recognition --
Parallelizing neural network training with Theano.
