Convolution Courses and Certifications

International Centre for Theoretical Sciences

Convolution and Square on Abelian Groups by Yves Benoist

Explore convolution and square operations on Abelian groups in this advanced mathematics lecture, delving into theoretical concepts and their applications in group theory.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Introduction to Convolutions with TensorFlow

A convolution is a filter that passes over an image, processes it, and extracts features that show a commonality in the image. In this lab you'll see how they work, and try processing an image to extract features from it!

• Google Cloud Skills Boost
• On-Demand
• Paid Course

Signals and Systems

11 reviews

This course covers the fundamentals of signal and system analysis, focusing on representations of discrete-time and continuous-time signals and representations of linear, time-invariant systems.

• MIT OpenCourseWare
• 20 hours
• On-Demand
• Free Video

Computational Science and Engineering I

Comprehensive review of advanced mathematical methods for engineering, covering linear algebra, differential equations, Fourier analysis, and numerical techniques with applications to various engineering problems.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Signals and Systems

Comprehensive introduction to analog and digital signal processing, covering time and frequency domain representations, Fourier transforms, filtering, modulation, sampling, and feedback systems for engineers and scientists.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

University St. Joseph;  University of Saint Joseph

Introduction to Sound and Acoustic Sketching

4 reviews

Explore sound and acoustics as design elements through practical exercises, learning to analyze soundscapes, record impulse responses, and create acoustic simulations using free software tools.

• Kadenze
• 100 hours
• On-Demand
• Free Online Course

Digital Signal Processing - MATLAB Helper

2 reviews

Explore Digital Signal Processing with MATLAB: from impulse responses to Fourier transforms, filter designs, and spectral analysis. Gain practical skills for real-world DSP applications.

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

Signals and Systems

Signals and Systems: This course will help you to understand fundamental concepts, principles, analysis and designs of signals transmitting through systems.

• XuetangX
• On-Demand
• Free Online Course

Image Processing in MATLAB

1 review

Learn essential image processing techniques in MATLAB, from basic operations to advanced filters and edge detection. Gain practical skills for manipulating, analyzing, and enhancing digital images efficiently.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

CUDA Crash Course

1 review

Comprehensive introduction to CUDA programming, covering vector operations, matrix multiplication, memory optimization, and performance tuning for GPU-accelerated computing.

• YouTube
• 7 hours
• On-Demand
• Free Video

Aladdin Persson

Graph Neural Networks- A Gentle Introduction

1 review

Gentle introduction to Graph Neural Networks, covering key concepts, properties, and variants. Learn about graph representation, information propagation, and common tasks in this emerging field of machine learning.

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

Dr. Gajendra Purohit

Z-Transform

1 review

Comprehensive exploration of Z-Transform concepts, including inverse methods, properties, and practical applications, with additional insights on CSIR NET exam preparation.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Spectral Transformers for Long-Range Sequence Modeling and Prediction

Explore spectral state space models and their innovative approach to sequence modeling, featuring robust performance, fixed convolutional filters, and efficient long-range prediction capabilities.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

University of Central Florida

Image Filtering, Convolution, and Edge Detection

Explore image processing techniques including filtering, convolution, and edge detection. Learn about derivatives, noise reduction, and various edge detection algorithms for computer vision applications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

University of Central Florida

Introduction to Convolutional Neural Networks - Part 1 - Lecture 6

Comprehensive introduction to Convolutional Neural Networks, covering history, architecture, key concepts, and applications in image processing and beyond.

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