Quantitative Methods Courses

ICTP-SAIFR

Using Quantitative Methods to Evaluate and Predict the Impacts of Global Change on Biodiversity

Explore quantitative methods for evaluating and predicting ecological phenomena with expert Luisa Carvalheiro in this comprehensive seminar from the QEco Program.

• YouTube
• 1 hour 48 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

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

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

Project Delivery Methods and Contracts in Construction Management

49 ratings

Learn how to deliver across the lifecycle from first concept to occupancy, including the role of the Construction Management professional during the design process and review of the different project delivery methods.

• edX
• 4 weeks, 2-3 hours/week
• Self-Paced
• Free Online Course (Audit)

Mathematical and Computational Methods

44 ratings

Transforming math technicians into practitioners through advanced techniques, interconnected concepts, and practical problem-solving skills for physics applications.

• edX
• 18 weeks, 7-10 hours/week
• Self-Paced
• Free Online Course

• Best of All Time

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

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

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