Hands-On Predictive Analytics with Python

With Hands-On Predictive Analytics with Python, explore advanced predictive modeling algorithms with an emphasis on theory with intuitive explanations. Learn to deploy a predictive model’s results as an interactive application. (Limited-time offer)

Table of Contents

• The Predictive Analytics Process
• Problem Understanding and Data Preparation
• Dataset Understanding – Exploratory Data Analysis
• Predicting Numerical Values with Machine Learning
• Predicting Categories with Machine Learning
• Introducing Neural Nets for Predictive Analytics
• Model Evaluation
• Model Tuning and Improving Performance
• Implementing a Model with Dash

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