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CUDA Crash Course

1 rewiews
Comprehensive introduction to CUDA programming, covering vector operations, matrix multiplication, memory optimization, and performance tuning for GPU-accelerated computing.
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30 Lesons
7 hours
On-Demand
Free-Video
Dr. Gajendra Purohit

Z-Transform

1 rewiews
Comprehensive exploration of Z-Transform concepts, including inverse methods, properties, and practical applications, with additional insights on CSIR NET exam preparation.
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7 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Image Processing in MATLAB

1 rewiews
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.
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37 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Aladdin Persson

Graph Neural Networks- A Gentle Introduction

1 rewiews
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.
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13 Lesons
29 minutes
On-Demand
Free-Video

Digital Signal Processing - MATLAB Helper

1 rewiews
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.
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11 Lesons
30 minutes
On-Demand
Free-Video
NPTEL

Signals and Systems

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This course is a study of signals and systems, covering topics: formal definition of 'signal' and 'system', continuous and discrete signals, continuous and discrete-time systems, Linear Time-Invariant (LTI) systems, representation of continuous and discr…
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45 Lesons
1 day 13 hours
On-Demand
Free-Video
NPTEL

Digital Signal Processing and Its Applications

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Explore digital signal processing fundamentals, including sampling, Fourier transforms, discrete systems, filters, and various transform techniques. Gain practical skills in filter design and implementation.
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95 Lesons
1 day 6 hours
On-Demand
Free-Video
University of Central Florida

Filtering in Computer Vision - Lecture 2

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Learn about image filtering techniques, including noise reduction, edge detection, and smoothing. Explore applications in computer vision and gain hands-on experience with MATLAB functions for image processing.
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34 Lesons
1 hour 13 minutes
On-Demand
Free-Video
University of Central Florida

CAP5415 - Digital Image Processing: Filtering and Noise Reduction - Lecture 3

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Explore image processing fundamentals, including digitization, histograms, noise types, and filtering techniques. Learn about derivatives, averages, and correlation in the context of digital image analysis.
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30 Lesons
1 hour 16 minutes
On-Demand
Free-Video
University of Central Florida

Subspace Capsule Network

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Explore Subspace Capsule Networks: a novel approach to neural networks that preserves information, norms, and angles. Learn about its principles, applications, and advantages in image classification and generation.
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27 Lesons
22 minutes
On-Demand
Free-Video
University of Central Florida

Image Filtering, Convolution, and Edge Detection

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Explore image processing techniques including filtering, convolution, and edge detection. Learn about derivatives, noise reduction, and various edge detection algorithms for computer vision applications.
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31 Lesons
1 hour 11 minutes
On-Demand
Free-Video
University of Central Florida

Introduction to Convolutional Neural Networks - Part 1 - Lecture 6

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Comprehensive introduction to Convolutional Neural Networks, covering history, architecture, key concepts, and applications in image processing and beyond.
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26 Lesons
58 minutes
On-Demand
Free-Video
University of Central Florida

Filtering in Computer Vision - Lecture 2

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Learn about image filtering techniques, including noise reduction, derivatives, convolution, and Gaussian filters. Explore practical applications in computer vision using MATLAB.
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29 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Rensselaer Polytechnic Institute

Digital Signal Processing Lectures, Fall 2014

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Comprehensive lectures on digital signal processing, covering signals, systems, transforms, filtering, and advanced topics. Ideal for engineering students seeking in-depth understanding of DSP concepts and applications.
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28 Lesons
1 day 6 hours
On-Demand
Free-Video
Manolis Kellis

DNA Language Models and Convolution - Lecture 12

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Dive into DNA language models and convolution techniques, exploring advanced computational approaches for analyzing genetic sequences and structures.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video

Partial Differential Equations

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Explore advanced mathematical concepts including Laplace equations, convolution, polar coordinates, and more. Master techniques for solving complex differential equations and their applications.
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26 Lesons
10 hours
On-Demand
Free-Video
Great Learning

Computer Vision Tutorial - Image Processing - Convolution Neural Network

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This Computer Vision Tutorial will introduce you Computer Vision and take you deep into concepts and practical implementation of the subject.
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12 Lesons
3 hours 14 minutes
On-Demand
Free-Video

Convolution

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Explore convolution through intuitive descriptions, equations, and worked examples of typical functions, covering various applications and related concepts.
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11 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Laplace Transforms and Solving ODEs

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Explore Laplace Transforms to solve complex differential equations, focusing on discontinuities and impulses. Learn key properties, applications, and techniques for various mathematical scenarios.
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12 Lesons
1 hour 30 minutes
On-Demand
Free-Video
The Julia Programming Language

Random Walks II - Lecture 13

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Explore random walks, Pascal's triangle, and probability distributions using Julia programming. Learn to implement time evolution of probabilities and understand cumulative sums in computational thinking.
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9 Lesons
1 hour 3 minutes
On-Demand
Free-Video
The Julia Programming Language

Transforming Images and Image Processing Techniques - Lecture 2

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Explore image transformation techniques using Julia, including downsampling, linear combinations, convolutions, and filters. Learn about complexity, GPUs, and data structures in computational thinking.
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18 Lesons
53 minutes
On-Demand
Free-Video
The Julia Programming Language

Convolutions in Image Processing - MIT 18.S191 Fall 2020 - Week 1

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Explore image processing convolutions, from basic blurs to edge detection, using Julia. Learn about kernels, computational complexity, and connections to Fourier transforms.
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22 Lesons
36 minutes
On-Demand
Free-Video
Steve Brunton

Linear Systems of Differential Equations with Forcing - Convolution and the Dirac Delta Function

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Explores linear differential equations with forcing, covering impulse response, Dirac delta function, and convolution integral. Essential for control theory and linear systems analysis.
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6 Lesons
41 minutes
On-Demand
Free-Video
DigitalSreeni

An Overview of Deep Learning and Neural Networks

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Comprehensive introduction to deep learning concepts, covering neural networks, convolution, pooling, normalization, and more. Includes code examples for practical implementation.
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11 Lesons
34 minutes
On-Demand
Free-Video
Brandon Rohrer

How Convolutional Neural Networks Work, in Depth

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Comprehensive exploration of convolutional neural networks, covering their structure, operation, and training process, including key concepts like filtering, pooling, and backpropagation.
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24 Lesons
1 hour 1 minute
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Processamento de Imagens - Aula 05

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Aprofunde-se no processamento de imagens com o Professor Luiz Velho, explorando técnicas avançadas e aplicações práticas nesta aula de mestrado.
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1 Lesons
44 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Processamento de Imagens - Aula 04

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Explore técnicas avançadas de processamento de imagens em nível de mestrado, abordando conceitos e métodos essenciais para manipulação e análise de dados visuais.
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1 Lesons
1 hour 28 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Advances in Wave Imaging and Microlocal Analysis - SPACE Webinar Series

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Explore wave imaging techniques, from traditional approaches to new methods, with a focus on microlocal analysis, Fourier integral operators, and neural network architectures for improved imaging.
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32 Lesons
1 hour 18 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

SPACE Webinar: Imaging Techniques for Museum Painting Analysis

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Explore advanced imaging techniques for analyzing painting layers, including fluorescence, X-ray, and machine learning methods for art conservation and authentication.
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20 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Hans Feichtinger- Fourier Analysis via the Banach Gelfand Triple

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Explore Gabor analysis foundations using MATLAB, focusing on finite Abelian groups and matrix analysis methods. Learn to apply abstract harmonic analysis concepts to signal processing problems.
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20 Lesons
59 minutes
On-Demand
Free-Video
Artem Kirsanov

Wavelets- A Mathematical Microscope

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Explore wavelet transform for signal processing, uncovering hidden structures in data. Learn to build a wavelet toolkit, understanding its applications from hydrodynamics to neuroscience.
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16 Lesons
34 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Using Convolution for Archeo-Acoustic Conservation

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Explore computational techniques for preserving unique acoustic properties of historical spaces, enhancing heritage conservation through audio technology.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Hilbert Transforms - Introduction and Fundamentals - Part 1

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Explore Hilbert Transforms fundamentals in signal processing. Learn key concepts, applications, and mathematical foundations for analyzing complex signals and systems.
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1 Lesons
24 minutes
On-Demand
Free-Video
Mark Newman

Convolution and the Fourier Series

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Explore convolution and its relation to Fourier series, unraveling complex mathematical concepts through clear explanations and real-world analogies.
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7 Lesons
42 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Sobolev Regularity for Maximal Operators

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Explore recent developments in regularity theory for maximal operators, focusing on Sobolev and BV data. Accessible overview of an active research area with open questions.
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16 Lesons
43 minutes
On-Demand
Free-Video
Alfredo Canziani

Matrix Multiplication, Signals, and Convolutions

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Explore matrix multiplication, natural signals, and convolutions in deep learning. Includes practical demonstrations using IPython and PyTorch.
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6 Lesons
47 minutes
On-Demand
Free-Video
Insights into Mathematics

The Curious World of Integral Polynumbers - Math Foundations 233

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Explore integral polynumbers through particle physics concepts, expanding arithmetic to include integers as coefficients and exponents, and viewing polynomials as algebraic objects rather than functions.
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9 Lesons
37 minutes
On-Demand
Free-Video
USC Probability and Statistics Seminar

Classical and Free Zero Bias for Infinite Divisibility

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Explore classical and free zero bias in infinite divisibility with Larry Goldstein, delving into probability theory and statistical concepts.
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1 Lesons
49 minutes
On-Demand
Free-Video
M-Seminar, Kansas State University

Resurgent Perverse Sheaves and Topological Resurgence Theory

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Explore topological counterparts of resurgence theory using perverse sheaves on C as convolution algebras, extending beyond regular holonomic D-modules to infinitely singular cases.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Data Science Courses

Deep Learning: Convolutional Neural Networks and CNN Architecture - Lecture 6

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Dive into the fundamentals of Convolutional Neural Networks (CNNs), exploring convolution operations, cross-correlation techniques, and pooling layers for advanced deep learning applications.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP 2017 - Convolutional Networks for Text

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Comprehensive lecture on convolutional networks for text, covering bag-of-words, n-grams, applications, stacked and dilated convolutions, structured convolution, sentence pair modeling, and CNN visualization techniques.
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17 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Prodramp

Graph Neural Networks Implementation in Python

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Learn Graph Neural Networks implementation in Python, covering graph representations, node embeddings, message passing, and practical applications using NetworkX and PyG libraries.
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33 Lesons
1 hour 59 minutes
On-Demand
Free-Video
Prodramp

CNN Explainer

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Interactive visualization tool demystifies Convolutional Neural Networks (CNNs) for beginners. Explore network structures, mathematical operations, and train your own model using hands-on demonstrations and explanations.
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24 Lesons
58 minutes
On-Demand
Free-Video
MITCBMM

Deep Learning Tutorial

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Explore deep learning fundamentals, from supervised learning to convolutional networks, with practical examples and historical context. Gain insights into advanced concepts and applications.
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16 Lesons
1 hour 8 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Convolution and Square on Abelian Groups by Yves Benoist

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Explore convolution and square operations on Abelian groups in this advanced mathematics lecture, delving into theoretical concepts and their applications in group theory.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
TheIACR

Cryptanalysis of Round-Reduced LED

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Explore cryptanalysis techniques for round-reduced LED cipher, including differential characteristics, complexity analysis, and advanced attack methods.
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11 Lesons
24 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Leveraging JUCE for Developing Spatial Audio Plugins

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Explore JUCE for spatial audio plugin development, focusing on virtualizing acoustic environments. Learn benefits, tips, and best practices for creating immersive experiences.
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10 Lesons
19 minutes
On-Demand
Free-Video
Serrano.Academy

State Space Models and Mamba - Revolutionizing Large Language Models

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Explore state space models, their application in language generation, and the Mamba architecture in this friendly, accessible introduction to cutting-edge AI concepts.
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5 Lesons
26 minutes
On-Demand
Free-Video
DataLearning@ICL

Divide (or Convolve) and Conquer: Data Comparison with Wiener Filters

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Explore Wiener filters for data comparison in machine learning, enhancing image reconstruction and translation robustness in various applications like compression and generative modeling.
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1 Lesons
51 minutes
On-Demand
Free-Video
javidx9

Bits of Image Processing You Should Know

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Discover 8 essential image processing algorithms applicable beyond images. Learn thresholding, motion detection, filtering, convolution, edge detection, and morphological operations.
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8 Lesons
37 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Convolution of Periodic Multiplicative Functions and the Divisor Problem

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Delve into advanced number theory concepts focusing on periodic multiplicative functions, their convolutions, and applications to the classical divisor problem in mathematics.
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1 Lesons
43 minutes
On-Demand
Free-Video
MIT HAN Lab

EfficientML.ai: Quantization Part II - Lecture 6

0 rewiews
Explore advanced quantization techniques for efficient machine learning, including Rooney quantization, scaling factors, and fine-tuning strategies.
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21 Lesons
1 hour 15 minutes
On-Demand
Free-Video