Predictive Analytics Slides

• Unit 1
  • Predictive Analytics Unit 1: Statistical Foundations
• Unit 2
  • Predictive Analytics Unit 2: Linear Foundations
• Unit 3
  • Predictive Analytics Unit 3: Intro to Prediction
• Unit 4
  • Predictive Analytics Unit 4: Logistic Classifiers (revised)
  • Predictive Analytics Unit 4: Logistic Classifiers
• Unit 5
  • Predictive Analytics Unit 5: Tree-Based Learning
• Unit 6
  • Predictive Analytics Unit 6: Ensemble Models
• Unit 7
  • Predictive Analytics Unit 7: Hyperparameter Tuning and Cross-Validation
• Unit 8
  • Predictive Analytics Unit 8: Non-Tabular Data
• Unit 9
  • Predictive Analytics Unit 9: Clustering and Segmentation
• Unit 10
  • Predictive Analytics Unit 10: Text
• Unit 11
  • Predictive Analytics Unit 11: Forecasting Intro
• Unit 12
  • Predictive Analytics Unit 12: Time Series Graphics
• Unit 13
  • Predictive Analytics Unit 13: Basic Forecasting
• Unit 14
  • Predictive Analytics Unit 14: Advanced Forecasting
• Unit 15
  • Structuring Predictive Analytics Projects
• Unit 16
  • Presenting Predictive Analytics Projects