The Art of Hedging Your Stocks with Futures

Futures vs Forwards: Why Futures are Ideal for Hedging, Trading, & Speculating

Hedging, Forward Contracts, and Behavioral Pitfalls

Understanding Forward Rate Agreements (FRAs)

Forward Rates vs Spot Rates: Intro to Interest Rate Derivatives

Yield Curves, Spot Rates, and Bootstrapping

Interest Rate RIsk & Financial Intermediation (Part 2)

Interest Rate Risk & Financial Intermediation (Part 1)

Capital Inadequacy: Don't let Math Expectation & Law of Large Numbers Fool You

Risk Management, Capital Adequacy, and the Problem with Martingales

Long Streaks and Why the Gambler's Fallacy Can Be So Convincing

The Binomial Distribution and Normal Approximations for large numbers of binomial experiments

Why the Monty Hall Problem Isn’t Just a Probability Question

Win with Repricing, Learn Loan Amortization and Amortization Tables

How to Compute Your Actual INVESTMENT Return (it's not what you think)

Learn About Returns and Effective Rates the Fun Way

Birthday Paradox: Applied Probabilities & Combinatorics

Combinatorics Explained: Permutations, Combinations, and Beyond

Probability Bootcamp: From Basics to Bayes'

The P/E Trap: How Equity Models Go Wrong and How to Fix it

Equity Valuation Models: P/E Ratios, the Geometric Series, Dividends, and ROE

The Formula that Powers Valuation Models in Finance: The Geometric Series

The IRR Trap: What It Means and Why IRR is Not Always Reliable

Basic Numerical Analysis: 4 reasons Why Computer Solutions Aren’t Always Correct

Bond Duration, Convexity, and Applied Taylor Polynomials

Basic Optimization, Curve fitting, and Taylor Polynomials

4 Steps to Build Your Own PCA/Factor Models for your Field

Principal Component Analysis & Factor Models in Finance

Detecting Data Structure via PCA / Factor Analysis

Excel Add-in to Learn Principal Components Analysis

Applied PCA and Multiple Regression - Part 2

How to Apply PCA & Regression in Your Work (w Excel Add-In) - PART 1/2

Unsupervised Machine Learning- Basic Principal Component Analysis (PCA)

Unsupervised vs Supervised Machine Learning – What's the Difference?

Strange Linear Regression Results? Might be Multicollinearity

Multiple Regression Explained, plus Machine Learning vs. Statistics

Use VBA to Automate Value at Risk (VaR) Calculations in Excel

Messy Excel Worksheets? Use VBA for Regressions Instead

VBA Monte Carlo Simulation for Markowitz Portfolios | Excel Tutorial for Beginners

Smarter Investing with Less Risk: Portfolio Mgt 101

Value at Risk (VaR) Explained: Parametric Method in Excel

EXCEL Toss-Coins and Monte Carlo Simulations

Avoid Sampling Mistakes, do it right!

This Common Data Mistake Could Ruin Your Analysis!

CORRELATION MATRIX- Find Patterns in Your Data

Why 50% Odds Might Not Mean What You Think They Do

EXCEL Covariance Matrix & Portfolio Variance

EXCEL Linear Regression via Matrices

EXCEL Matrix Operations Basics

3. Practical Hypothesis Testing, Analysis of Variance, Testing of Significance

1. Data Analysis and Basic Statistics

4. Machine Learning & Linear Regression

2. Probabilities, Histograms, and the Normal Distribution