Displaying 468 resources
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Algorithms with Julia

This book provides an introduction to modern topics in scientific computing and machine learning, using JULIA to illustrate the efficient implementation of algorithms.
Category
Reasoning and decision-making Technologies
Source
AI-OnDemand

Tutorial paper on Deep Learning for Graphs

The adaptive processing of graph data is a long-standing research topic that has been lately consolidated as a theme of major interest in the deep learning community.
Category
Data for AI
Source
AI-OnDemand

1D Convolutional Neural Networks

This lecture overviews 1D Convolutional Neural Networks that has many applications in 1D signal analysis.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Bayesian Learning

This lecture overviews Bayesian Learning that has many applications in pattern recognition and clustering. It covers the following topics in detail: Bayes probability theorem. Bayes decision rule. Bayesian classification.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Parameter Estimation

This lecture overviews Parameter estimation that has many applications in Statistics and Pattern Recognition.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Hypothesis Testing

This lecture overviews Hypothesis Testing that has many applications in statistics and pattern recognition.
Category
Data for AI
Source
AI-OnDemand