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Course video library

42 verified open lectures and playlists β€” actuarial, CS and AI β€” indexed by topic and mapped to exams.

Probability (Exam P)

Exam P Crash Course - Part 1/6 (General Probability)

Jeff Yang, FSA

Actuarial
SOA-P
CAS-1

Basic Probability Part 1 (SOA Exam P – Probability – General Probability Module )

AnalystPrep

Actuarial
SOA-P
CAS-1

Law of Total Probability ​(SOA Exam P – Probability – General Probability Module)

AnalystPrep

Actuarial
SOA-P
CAS-1

Statistics 110: Probability

Harvard University

Actuarial
Playlist
SOA-P
CAS-1

6.041 Probabilistic Systems Analysis and Applied Probability

MIT OpenCourseWare

Actuarial
Playlist
SOA-P
CAS-1

Financial Mathematics (Exam FM)

The Time Value of Money (Actuarial Exam FM – Financial Mathematics – Module 1, Section 1, Part 1)

AnalystPrep

Actuarial
SOA-FM
CAS-2

Basic Annuity Formulas (Actuarial Exam FM – Financial Mathematics – Module 2, Section 2)

AnalystPrep

Actuarial
SOA-FM
CAS-2

Modified Duration (SOA Exam FM – Financial Mathematics – Module 4, Section 3, Part 2)

AnalystPrep

Actuarial
SOA-FM
CAS-2

Callable Bonds | Exam FM | Financial Mathematics Lesson 24

JK Math

Actuarial
SOA-FM
CAS-2

Loss Models

[MATH 5639 Actuarial Loss Models] Lecture 1: Probability Exercise 1

Bin Z

[MATH 5639 Actuarial Loss Models] Lecture 17: Ch2.5 Deductible

Bin Z

[MATH 5639 Actuarial Loss Models] Lecture 21: Ch3 Individual Risk Model

Bin Z

[MATH 5639 Actuarial Loss Models] Lecture 41: Ch12.1 Moment and quantile matching methods

Bin Z

Life Contingencies

Introduction to Contingencies- Lecture 1

H&J Online Academy

The Life Table (Contingencies: Actuarial Mathematics)

inTuition

Life Assurance Contracts Part I (Contingencies: Actuarial Mathematics)

inTuition

Whole Life and Temporary Annuities

Mike, the Mathematician

Survival Models

4.4. Actuarial Math: Survival Models D

Dr. Amjad Rabi

036. Introduction to Continuous Time Survival Analysis

Dr. Dylan Spicker

Loss Reserving

Actuarial Reserving 1 | Development Method

Mancinelli's Math Lab

Actuarial
CAS-5
SOA-GIRR

Reserve Calculation Basic Chain Ladder and Bornhuetter Ferguson Method

Pradnya Ambatipudi

Actuarial
CAS-5
SOA-GIRR

Actuaries CT6 Run off Triangles Introduction

Pradnya Ambatipudi

Actuarial
CAS-5
SOA-GIRR

Pricing & GLMs

Insurance Risk Pricing with GLM, GAM and XGBoost

Matthew Evans

Pricing Insurance Risk: Theory and Practice

Stephen Mildenhall

Actuarial
CAS-8
CAS-9

Steve Mildenhall Python for Pricing Insurance Part 1

David Wright

Actuarial
CAS-8

Reinsurance

Introduction to Excess of Loss Reinsurance | Excess of Loss Reinsurance Course for Beginners

Underwrite University

Introduction to Catastrophe Excess of Loss (XoL) Reinsurance | Introductory Course for Beginners

Underwrite University

Derivatives & Quantitative Finance

How to Derive the Black-Scholes Equation

Roman Paolucci

The Easiest Way to Derive the Black-Scholes Model

Perfiliev Financial Training

Actuarial
SOA-QFI-QF

Pensions & Retirement

Introduction to Pension Accounting: Basics

Farhat Lectures. The # 1 CPA & Accounting Courses

Actuarial
SOA-RET-DA

Pensions (IAS 19) - Introduction - ACCA SBR

OpenTuition

Actuarial
SOA-RET-DA

Machine Learning in Actuarial Work

Webinar: Machine Learning in Reserving on 15 July 2025

International Actuarial Association

Machine Learning to Predict Underwriting Decisions for Life and Health Insurance – ICA2023

Actuaries Institute

Statistics & Regression

MIT 18.650 Statistics for Applications, Fall 2016

MIT OpenCourseWare

Actuarial
Playlist
SOA-SRM
CAS-MAS1

Finance & Interest Theory

MIT 15.401 Finance Theory I, Fall 2008

MIT OpenCourseWare

Actuarial
Playlist
SOA-FM
CAS-2

Linear Algebra

Essence of linear algebra

3Blue1Brown

Computer Science
Playlist

Gilbert Strang lectures on Linear Algebra (MIT)

Robert Talbert

Computer Science
Playlist

Programming (Python)

6.0001 Introduction to Computer Science and Programming in Python. Fall 2016

MIT OpenCourseWare

Computer Science
Playlist
SOA-PA

Algorithms & Data Structures

MIT 6.006 Introduction to Algorithms, Spring 2020

MIT OpenCourseWare

Computer Science
Playlist

Computer Security

MIT 6.858 Computer Systems Security, Fall 2014

MIT OpenCourseWare

Computer Science
Playlist

Neural Networks & Deep Learning

Neural networks

3Blue1Brown

AI / ML
Playlist
SOA-PA

MIT 6.S191: Introduction to Deep Learning

Alexander Amini

AI / ML
Playlist
SOA-PA
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