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The Essense of AI — in simple words
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Deep CV: How do CNNs work?
Deep CV: How do CNNs work?
Intuitive and visual explanation of Convolutional Neural Networks.
Harsha Bommana
Mar 26
Loss Functions Explained
Loss Functions Explained
Intuitive explanations of various Loss Functions in Deep Learning
Harsha Bommana
Sep 29, 2019
Generalization in Neural Networks
Generalization in Neural Networks
How can neural networks learn more effectively from the given data.
Harsha Bommana
Oct 16, 2019
Understanding Optimizers
Understanding Optimizers
Exploring how the different popular optimizers in Deep Learning work
Harsha Bommana
Oct 6, 2019
Deep Dives
Deep CV: Advanced Convolutional Layers
Deep CV: Advanced Convolutional Layers
Visual explanation of Advanced Convolutional Layers. Explains Depthwise Separable, Deconvolutional, Dilated and Grouped Convolutional…
Harsha Bommana
Jul 6
Deep NLP: Sequential Models with RNNs
Deep NLP: Sequential Models with RNNs
RNNs are the entry point to using Deep Learning for Natural Language Processing. Learn exactly how they work.
Harsha Bommana
Feb 27
Fundamentals
Introduction to Neural Networks — Part 1
Introduction to Neural Networks — Part 1
Defining Neural Networks
Harsha Bommana
May 26, 2019
Introduction to Neural Networks — Part 2
Introduction to Neural Networks — Part 2
Training Neural Networks
Harsha Bommana
May 26, 2019
About Deep Learning Demystified
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