InsurTech
Course Index
37 Lessons · 3 Levels
Complete InsurTech roadmap — actuarial modeling, GLMs, ML underwriting, claims automation, fraud detection, telematics, embedded insurance APIs, parametric insurance, and 5 real InsurTech builds.
37Lessons
3Levels
5Projects
FreeAccess
Level IInsurTech Fundamentals & Actuarial ModelingLessons 1–12
Lesson 01
InsurTech: A Global Developer's Overview
Lesson 02
Insurance Lifecycle: Quote, Bind, Issue & Claim
Lesson 03
Global Insurance Regulations: NAIC, FCA, IRDAI
Lesson 04
ACORD Data Standards: The Global Industry Format
Lesson 05
Insurance Data Models & Policy Structures
Lesson 06
Actuarial Fundamentals for Developers
Lesson 07
Generalized Linear Models (GLMs) for Insurance
Lesson 08
Premium Pricing & Tariff Modeling in Python
Lesson 09
Loss Reserving: Chain Ladder & Bornhuetter-Ferguson
Lesson 10
Risk Classification & Segmentation
Lesson 11
Catastrophe Risk Modeling
Lesson 12
Reinsurance Fundamentals for Developers
Level IIML for Underwriting & ClaimsLessons 13–26
Lesson 13
ML for Insurance Underwriting
Lesson 14
Feature Engineering for Insurance Data
Lesson 15
XGBoost for Risk Scoring
Lesson 16
Straight-Through Processing (STP) for Claims
Lesson 17
NLP for Claims Document Processing
Lesson 18
Computer Vision for Damage Assessment
Lesson 19
Insurance Fraud Detection with ML
Lesson 20
Telematics Data Processing for Auto Insurance
Lesson 21
IoT & Smart Home Data for Property Insurance
Lesson 22
Climate Data for Environmental Risk Modeling
Lesson 23
Embedded Insurance: APIs & Distribution
Lesson 24
Parametric Insurance: Trigger-Based Payouts
Lesson 25
Microinsurance for Emerging Markets
Lesson 26
AI Ethics & Explainability in Insurance
Level IIIInsurTech Platforms & ProjectsLessons 27–37
Lesson 27
Policy Administration Systems (PAS)
Lesson 28
Claims Management Systems
Lesson 29
InsurTech API Integrations: Guidewire & Duck Creek
Lesson 30
Digital Distribution & Agent Portals
Lesson 31
Regulatory Reporting for Insurance
Lesson 32
Testing Insurance Systems
Lesson 33
Build a Premium Pricing Engine
Lesson 34
Build an ML Underwriting System
Lesson 35
Build a Claims Automation Pipeline
Lesson 36
Build an Insurance Fraud Detector
Lesson 37
Build an Embedded Insurance API