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Essential-Tech-for-Predictive-Analysis

Essential-Tech-for-Predictive-Analysis in Python

Reference:

'Machine Learning in Python: Essential-Tech-for-Predictive-Analysis',Michael Bowles

蚂蚁学Python, https://github.com/peiss/ant-learn-pandas

Contents

    1. Pandas Introduction
    1. The Two Essential Algorithms for Making Predictions
    1. Understand the Problem by Understanding the Data
    1. Predictive Model Building: Balancing Performance, Complexity, and Big Data
    1. Penalized Linear Regression
    1. Building Predictive Models Using Penalized Linear Methods
    1. Ensemble Methods
    1. Building Ensemble Models with Python