Displaying 121 resources
Certification
Online Course
Tutorial/How To/Guides
Fast 3D Convolution algorithms
This lecture overviews Fast 3D Convolution algorithms that has many applications in the fast implementation of 3D image and video filtering, 3D CNNs and motion estimation.
Certification
Online Course
Tutorial/How To/Guides
ECG Signal Analysis
This lecture overviews ECG Signal Analysis as well as other cardiology imaging methods that has many applications in cardiological disorder diagnosis and treatment. It covers the following topics in detail: Background nnowledge of ECG Signals.
Certification
Online Course
Tutorial/How To/Guides
Domain Adaptation
This lecture overviews Domain Adaptation that has many applications in DNN training and adaptation.
Certification
Online Course
Tutorial/How To/Guides
Natural Language Processing
This lecture overviews Natural Language Processing (NLP) that has many applications in text analytics, Linguistics, Machine translation and sentiment analysis.
Certification
Online Course
Tutorial/How To/Guides
Deep Object Detection
Recently, Convolutional Neural Networks (CNNs) have been used for object/target (e.g., face, person, car, pedestrian, road sign) detection with great results.
Certification
Online Course
Tutorial/How To/Guides
Recurrent Neural Networks. LSTMs
This lecture overviews Recurrent Neural Networks and Long Short-Term Memory (LSTM) networks that have many applications in signal and video analysis. It covers the following topics in detail: Neural Networks for Sequence Analysis.