Machine Learning in Python(2015).pdf
Chapter 1 The Two Essential Algorithms for Making Predictions Chapter 2 Understand the Problem by Understanding the Data Chapter 3 Predictive Model Building: Balancing Performance, Complexity, and Big Data Chapter 4 Penalized Linear Regression Chapter 5 Building Predictive Models Using Penalized Linear Methods Chapter 6 Ensemble Methods Chapter 7 Building Ensemble Models with Python
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