Numerical Methods Courses

Tipping the Iceberg - Developing Statistical Methods to Estimate Lost Fourteenth Century Musical Pieces - Video 32a

Discover statistical methods for estimating lost 14th-century musical pieces through computational analysis and historical data reconstruction techniques.

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

Analysis Methods and Rectifiers in Power Electronics - Lecture 2

Introduces methods for analyzing switching circuits, including the Method of Assumed States and Periodic Steady State.

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

Sums - Approximation Methods for Recurrences and Algorithms - Lecture 5

Master sum approximation techniques including perturbation, ansatz method, and integral method for recurrences, counting, probability, and algorithm analysis.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Probabilistic Methods in Combinatorics - Fall 2024

Discover powerful probabilistic techniques for solving complex combinatorial problems, including Ramsey theory, extremal set theory, and random graph analysis.

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

How Can I Explain This to You? An Empirical Study of Deep Neural Net Explanation Methods - Spring 2021

Empirical study of how saliency maps, scoped rules, SHAP, and other visual methods explain deep neural networks.

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

Video Reasoning and Grounding - Methods and Benchmarks

Discover video reasoning and grounding methods & benchmarks in this keynote by Cordelia Schmid from Google & INRIA, exploring cutting-edge approaches to visual understanding.

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

Numerical Heat Transfer

Graduate-level numerical heat transfer course covering finite-volume discretization, SIMPLE pressure correction, turbulence modeling, and ANSYS Fluent applications for complex engineering simulations.

• XuetangX
• Self-Paced
• Free Online Course

Princess Nora bint Abdul Rahman University

Numerical Analysis

This course is to understand and explain how, why and when numerical approaches for solving methematical problems can be expected and worked

• XuetangX
• Self-Paced
• Free Online Course

Modern Optimization Methods

Study optimality conditions for unconstrained and constrained problems, then apply line search, trust region, conjugate gradient, semismooth Newton and augmented Lagrangian methods to SVM and hypergraph matching.

• XuetangX
• Self-Paced
• Free Online Course

Econometric Methods in Social Sciences

Apply OLS regression to social science data: derive estimators, test hypotheses, handle heteroskedasticity and dummy variables, and use difference-in-differences, instrumental variables and two-stage least squares.

• XuetangX
• Self-Paced
• Free Online Course

Maryland Institute College of Art Career Certificate

Graphic Design History and Methods

Apply tools of critical inquiry to creative form-making Actively apply conceptual tools and techniques to basic design problems Analyze relationships among designers, users, process, and artifacts

• Kadenze
• 60 hours
• Self-Paced
• Paid Course

London School of Economics and Political Science

Statistics 1 Part 2: Statistical Methods

11 ratings at edX

The second in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further s

• edX
• 5 weeks, 12-15 hours a week
• Self-Paced
• Free Online Course (Audit)

Java: Going Further with Classes and Methods

250 ratings at Codecademy

Take a deeper look into classes and methods in Java.

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

Methods & Writing of Scientific Research for Environment Specialty

Learn scientific research methods, academic paper writing, journal publication, and conference communication through environmental science examples.

• XuetangX
• Self-Paced
• Free Online Course

Learn to use React lifecycle methods to run code during component mounting, updating, and unmounting.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available