Quantitative Methods Courses

AnalystPrep

Rates and Returns - CFA Level I Quantitative Methods Module 1

Master essential concepts of rates and returns, including interest rate components, return measurements, portfolio performance evaluation, and annualized return calculations for CFA® Level I quantitative methods.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

AnalystPrep

Statistical Measures and Asset Returns - CFA Level I Quantitative Methods

Master statistical measures and investment analysis techniques for calculating central tendency, dispersion, skewness, kurtosis, and correlation between variables for the CFA® Level I exam.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

AnalystPrep

Hypothesis Testing for CFA Level I Exam - Quantitative Methods

Master hypothesis testing for the CFA® Level I exam, including statistical significance, error types, test power, and parametric vs. nonparametric tests with practical applications.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

AnalystPrep

Simulation Methods for Portfolio Risk Analysis - CFA Level I Quantitative Methods

Master simulation methods and portfolio risk analysis for CFA® Level I, covering expected values, covariances, correlations, and Roy's safety-first criterion for optimal portfolio selection.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

AnalystPrep

Simple Linear Regression - Part I - 2025 CFA Level I Exam - Quantitative Methods

Master simple linear regression for the CFA Level I exam, including model description, least squares estimation, assumptions, residual analysis, and measures of fit.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

University of Alberta;  Alberta Machine Intelligence Institute

Sample-based Learning Methods

44 ratings

Explore sample-based learning methods in reinforcement learning, including Monte Carlo, temporal difference, and Dyna. Learn to estimate value functions, implement algorithms, and improve sample efficiency.

• Coursera
• 22 hours 16 minutes
• Self-Paced
• Paid Course

Construction Management Project Delivery Methods & Contracts

33 ratings

Explore project delivery methods, contracts, design collaboration, and construction management processes. Learn to analyze risks, make informed decisions, and navigate the exciting challenges of construction projects.

• Coursera
• 7 hours 39 minutes
• Self-Paced
• Paid Course

Quantitative Social Science Methods

1 rating

First course for incoming Harvard Government Department PhD students; also taken by students in other departments, and students elsewhere through the Harvard Extension School. Instructor: Gary King.

• YouTube
• 19 hours
• Self-Paced
• Free Video

New Search Methods for Primitive and Intelligent Life Beyond Earth

Explore novel techniques for detecting primitive and intelligent life beyond Earth, from our solar system to distant stars, and discuss the implications for our cosmic understanding.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Introduction to Lean Six Sigma Methods

9 ratings

This course covers the fundamental principles, practices and tools of Lean Six Sigma methods that underlay modern organizational productivity approaches applied in aerospace, automotive, health care, and other sectors.

• MIT OpenCourseWare
• 9 hours
• Self-Paced
• Free Video

Fundamentals of Quantitative Modeling

5 ratings

Aprenda a criar modelos quantitativos para análise de dados empresariais, incluindo modelos lineares, probabilísticos e de regressão. Domine técnicas essenciais para previsão, otimização e tomada de decisões baseadas em dados.

• Coursera
• 9 hours 33 minutes
• Self-Paced
• Paid Course

Stanford CS229 - Machine Learning - Summer 2019 - Kernel Methods & Support Vector Machine

Explore kernel methods and Support Vector Machines in machine learning, focusing on advanced techniques for data classification and pattern recognition in complex datasets.

• YouTube
• 1 hour 55 minutes
• Self-Paced
• Free Video

Deep Learning Methods for Electrocardiograms and Echocardiograms

Explore cutting-edge deep learning methods for ECG and echocardiogram analysis, outperforming traditional algorithms and offering insights into cardiovascular imaging interpretation.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

The Human Factors of Formal Methods - Stanford Seminar

Exploring human-centered approaches to improve formal methods' usability in software development, addressing cognitive challenges and misconceptions to enhance adoption by non-experts.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Positive Psychology: Character, Grit and Research Methods

1239 ratings at Coursera

Explore research methods in Positive Psychology, focusing on character and grit. Learn to develop hypotheses, understand validity, and interpret empirical studies with leading experts.

• Coursera
• 23 hours 31 minutes
• Self-Paced
• Paid Course