Physical Modeling Courses and Certifications

IEEE Signal Processing Society

Modeling Physical Structure and Dynamics Using Graph-Based Machine Learning

Explore graph-based machine learning for modeling physical structures and dynamics, covering algorithms, architectures, simulations, and applications in various domains.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Models in Architecture – design through physical & digital models

Learn to develop your architectural designs by using scale models as well as Virtual Reality representations.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

University of Nevada, Las Vegas

Digital Modeling: Volume, Surface, Space

Explore 3D composition, form principles, and spatial strategies through digital and physical modeling, drawing techniques, and module aggregation for innovative architectural design.

• Kadenze
• 24 hours
• On-Demand
• Paid Course

Logical and Physical Modeling for Analytical Applications

215 ratings at Pluralsight

Optimize analytical applications with effective logical design, understand data access challenges for large-scale queries, and explore SQL Server optimizations for improved performance in data warehousing.

• Pluralsight
• 2 hours 28 minutes
• On-Demand
• Free Trial Available

Ultimate Ableton Live 11, Part 4: Synthesis and Sound Design

Explore advanced synthesis and sound design techniques in Ableton Live 11. Master built-in instruments, samplers, and racks to create unique, powerful sounds for your music productions.

• Kadenze
• 3 hours
• On-Demand
• $25.00

Synthesis and Sound Design 101

Uncover the elements of cutting-edge electronic sound design, exploring synthesis techniques, tools, and signal processing. Gain hands-on experience with industry-standard software and hardware for creating unique sounds.

• CreativeLive
• 2 hours 48 minutes
• On-Demand
• $29.00

IIT Kharagpur;  NPTEL

Surface Water Hydrology

Comprehensive exploration of surface water hydrology, covering processes, analysis, and design. Focuses on hydrological cycle components, measurement techniques, and real-world applications in civil engineering.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Applying Differential Equations and Inverse Models with R

This course focuses on conceptually understanding and implementing numerical techniques to solve differential equations, including ordinary/partial/delay differential equations, and systems of equations known as Differential Algebraic Equations.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available

Australian Water School

Coastal Modelling and Protection Solutions

Explore innovative coastal protection strategies, including nature-based solutions and advanced modelling techniques, to address climate change impacts on coastlines and enhance resilience.

• YouTube
• 54 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Shock Waves and Turbulence - Physical Modeling, Numerical Challenges

Explore shock waves and turbulence in high-speed flows, covering physical modeling, numerical simulations, and applications in aerospace and astrophysics. Learn about shock-turbulence interactions and heat transfer.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

ADC - Audio Developer Conference

A Comparison of Virtual Analog Modelling Techniques - Part 2

Explore virtual analog modeling techniques, from traditional methods to neural networks and grey-box approaches, using the Boss DS-1 guitar pedal as an example. Compare generalization and problem-solving across different circuit types.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Wolfram

Neural Networks in System Models: Applications and Examples

Explore data-driven physical modeling with neural networks in system models, unlocking new applications and connections.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Introduction to Programming for Musicians and Digital Artists

Learn programming fundamentals through music creation using ChucK language. Develop expressive digital instruments while mastering logic, loops, functions, and advanced topics like multi-threading and events.

• Coursera
• Finished
• Free Online Course (Audit)

IIT Roorkee;  NPTEL

Modeling of tundish steelmaking process in continuous casting

Explore tundish operations in continuous casting, covering fluid dynamics, modeling techniques, and optimization strategies for improved steel quality and productivity.

• Swayam
• 8 weeks
• Finished
• Free Online Course