Book Content
chapters • 11h total length
1. The Predictive Analytics Process
2. Problem Understanding and Data Preparation
3. Dataset Understanding - Exploratory Data Analysis
4. Predicting Numerical Values with Machine Learning
5. Predicting Categories with Machine Learning
6. Introducing Neural Nets for Predictive Analytics
7. Model Evaluation
8. Model Tuning and Improving Performance
9. Implementing a Model with Dash
