Numerical Methods Courses

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 Methods for Biology

20 ratings at edX

Learn introductory programming and data analysis in MATLAB, with applications to biology and medicine.

• edX
• 10 weeks, 3-5 hours/week
• Self-Paced
• Free Online Course (Audit)

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

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

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

Mathematical Methods for Quantitative Finance

Learn the mathematical foundations essential for financial engineering and quantitative finance: linear algebra, optimization, probability, stochastic processes, statistics, and applied computational techniques in R.

• edX
• 12 weeks, 10-14 hours/week
• Self-Paced
• Free Online Course (Audit)

Credential

Statistics and Data Science (Methods Track)

Master advanced statistical methods and data science techniques for rigorous analysis, informed decision-making, and evidence-based practices across industries with MIT's comprehensive program.

• edX
• 66 weeks, 10-14 hours/week
• Self-Paced
• $1,500.00
• 4 courses

Positive Psychology: Character, Grit and Research Methods

1234 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

Ensemble Methods in Python

1 rating

Learn how to build advanced and effective machine learning models in Python using ensemble techniques such as bagging, boosting, and stacking.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available