Python Machine Learning

Packt Publishing is giving away Python Machine Learning for free. It covers a wide range of powerful Python libraries including scikit-learn, Theano, and Keras. You’ll also get tips on everything from sentiment analysis to neural networks. (Limited-time offer)

Book Description

Topics included: 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

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