Learning Data Mining with Python – Second Edition

Learning Data Mining with Python teaches you to design and develop data mining applications using a variety of datasets, starting with basic classification and affinity analysis. This book covers a large number of libraries available in Python, including the Jupyter Notebook, pandas, scikit-learn, and NLTK. (Limited-time offer)

Table of Contents

• Getting Started with Data Mining
• Classifying with scikit-learn Estimators
• Predicting Sports Winners with Decision Trees
• Recommending Movies Using Affinity Analysis
• Features and scikit-learn Transformers
• Social Media Insight using Naive Bayes
• Follow Recommendations Using Graph Mining
• Beating CAPTCHAs with Neural Networks
• Authorship Attribution
• Clustering News Articles
• Object Detection in Images using Deep Neural Networks
• Working with Big Data

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