Learning Predictive Analytics with Python

Learning Predictive Analytics with Python is your guide to getting started with Predictive Analytics using Python. You will see how to process data and make predictive models from it. We balance both statistical and mathematical concepts, and implement them in Python using libraries such as pandas, scikit-learn, and numpy. (Limited-time offer)

Table of Contents

• Getting Started with Predictive Modelling
• Data Cleaning
• Data Wrangling
• Statistical Concepts for Predictive Modelling
• Linear Regression with Python
• Logistic Regression with Python
• Clustering with Python
• Trees and Random Forests with Python
• Best Practices for Predictive Modelling

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