Introduction to Predictive Analytics
An introduction to high level concepts in Machine Learning useful for practical application in Predictive Analytics
1.1 What is Predictive Analytics
FREE PREVIEW1.2 The Predictive Analytics Process
1.3 How Does Predictive Analytics Work
Predictive Analytics Quiz
2.1 Training a Model
2.2 Predicting Using a Model
2.3 I Have Labels! Supervised Learning
2.4 I Don't Have Labels! Unsupervised Learning
Modeling Quiz
3.1 Accuracy
3.2 Precision
3.3 Confusion Matrix
Model Evaluation Quiz
4.1 Notebooks
4.2 Spotify Dataset
4.3 Exploring the Dataset
4.4 Question #1
4.5 Question #2
4.6 Question #3
Hands On Quiz