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Resources

Tools, study materials, and references for actuarial professionals

🤖 AI & Technology

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Python for Actuaries
Learn Python programming for actuarial applications, data analysis, and modeling.
→ Actuaries' Cookbook (Python) → ChainLadder Python Package → DataCamp Actuary Track
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Machine Learning
ML resources for predictive modeling, pricing, and reserving applications.
→ CAS Research Papers → SOA Research Reports → Kaggle (Practice Datasets)
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AI Regulation & Guidance
Guidance on AI governance, model risk, and regulatory compliance.
→ NAIC AI Resources → AAA Practice Notes
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LLMs & ChatGPT
Using large language models for actuarial workflows and productivity.
→ Claude AI → ChatGPT → Prompt Engineering Guide

📅 For Working Actuaries

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Professional Organizations
Connect with actuarial societies and professional bodies.
→ Society of Actuaries (SOA) → Casualty Actuarial Society (CAS) → American Academy of Actuaries → International Actuarial Association
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Industry Publications
Stay informed with actuarial and insurance industry news.
→ Insurance Journal → Business Insurance → Reinsurance News
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Regulatory Bodies
State and federal insurance regulatory resources.
→ NAIC → CMS (Health) → PBGC (Pensions)
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Actuarial Tables & Data
Mortality tables, interest rates, and reference data.
→ SOA Mortality Tables → Treasury Rates → DW Simpson Salary Survey

📚 Exam Resources

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How to Become an Actuary
Complete career guide: what actuaries do, exam pathways (SOA vs. CAS), required skills, salary data, and step-by-step advice for students and career changers.
→ Read the Full Guide → Complete Exam Guide (SOA & CAS) → University Programs Directory
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SOA Exams
Official resources for Society of Actuaries preliminary and fellowship exams.
→ Exam Calendar & Registration → Syllabi & Study Materials → Exam Results
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CAS Exams
Official resources for Casualty Actuarial Society exams and credentialing.
→ Exams & Admissions → Exam Schedule → Study Resources
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Study Materials
Popular third-party study providers and practice exams.
→ Coaching Actuaries → ACTEX / Mad River → The Infinite Actuary