Event Paper: TIGI 2019: Machine Learning: “Pricing” the Way Forward

Navarun Jain Actuarial Analyst Lux Actuaries & Consultants Dubai

Machine Learning – The Concept Gradient Boosters 

• Decision Trees 

• How Gradient Boosting works Artificial Neural Networks 

• Structure and Architecture 

• How ANN’s Work and Learn What does it mean to “learn”? 

• Gradient Descent Applications to Insurance Data Interpreting Machine Learning Models 

• Measuring Feature Importance 

• Finding Variable Interactions