Convolution Courses and Certifications

Neso Academy

Linear Time-Invariant Systems - Chapter 5 - Signals and Systems

Master Linear Time-Invariant systems through comprehensive analysis of transfer functions, convolution, stability, causality, and distortion with solved GATE/competitive exam problems.

• YouTube
• 5 hours 42 minutes
• Self-Paced
• Free Video

Code With Aarohi

Explained Identity Block and Convolution Block in ResNet - Residual Networks

Practical explanation of identity and convolutional blocks in ResNet, including line-by-line code breakdown and discussion of residual concepts in deep learning architectures.

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

Steve Brunton

Convolution Integrals, Impulse and Step Responses

Explore convolution integrals, impulse response, and step response in engineering mathematics, enhancing understanding of system behavior and analysis techniques.

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

Steve Brunton

ODEs with External Forcing and the Convolution Integral

Explore inhomogeneous ODEs and convolution integrals, learning to solve differential equations with external forcing for advanced engineering applications.

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

Black Hat

Mem2Img - Memory-Resident Malware Detection via Convolution Neural Network

Innovative framework using convolutional neural networks to detect memory-resident malware, overcoming limitations of traditional antivirus software and handcrafted feature-based approaches.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

MIT HAN Lab

TorchSparse++ - Efficient Training and Inference Framework for Sparse Convolution on GPUs

Explore efficient GPU-based sparse convolution with TorchSparse++, an advanced framework for training and inference in deep learning applications.

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

Learn Digital Signal Processing - From Basics To Advance

366 ratings at Udemy

Complete Course for 2021 - Digital Signal Processing, DSP, Signal Processing, DFT, FFT, Digital Filters

• Udemy
• 1 day 12 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• Free Online Course

rupert ai

Understanding Convolution Kernels for CNNs - Computer Vision Basics - What Are Convolutions?

Explore convolutional kernels in CNNs, from basic concepts to practical applications in PyTorch. Learn visualization techniques and understand their impact on computer vision tasks.

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

Jeff Heaton

Cloud-Based Convolution Neural Network Ensembles for Computer Vision Counting

Explore ensemble CNN techniques for computer vision counting, featuring cloud computing evaluation and strategies for achieving low RMSE scores in competitive settings.

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

IEEE

Locally Differentially Private Frequency Estimation Based on Convolution Framework

Explore innovative techniques for privacy-preserving frequency estimation using a convolution framework, enhancing data protection in statistical analysis and machine learning applications.

• YouTube
• 14 minutes
• Self-Paced
• Conference Talk

Fields Institute

Quantum Unique Ergodicity for Powerful Level via Shifted Convolution Sum

Explore advanced mathematical concepts in number theory, focusing on QUE for powerful levels using shifted convolution sum techniques.

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

Alan Turing Institute

Quantum Diffusion Convolution Kernels on Graphs

Explore quantum diffusion convolution kernels for graph neural networks, improving predictive accuracy through quantum particle propagation and multiscale message passing techniques.

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

NPTEL-NOC IITM

Convolution Code: Decoder-Viterbi Algorithm - Lecture 13

Discover the Viterbi Algorithm for convolutional code decoding in this concise lecture on decoder implementation techniques.

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

NPTEL-NOC IITM

Introduction to Convolution Codes - Lecture 12

Explore the fundamentals of convolutional codes, including examples and encoder concepts in this comprehensive lecture.

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