Deep Learning Demystified

Simple intuitive explanations for everything Deep Learning. From basic concepts to cutting edge advances.

Harsha Bommana in Deep Learning Demystified

Jul 6, 2020

Deep CV: Advanced Convolutional Layers

Visual explanation of Advanced Convolutional Layers. Explains…

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Harsha Bommana in Deep Learning Demystified

Jun 20, 2020

TensorFlow 2: Model Building with tf.keras

Getting started with using TensorFlow 2’s tf.keras API to…

Harsha Bommana in Deep Learning Demystified

Mar 26, 2020

Deep CV: How do CNNs work?

Intuitive and visual explanation of Convolutional Neural Networks.

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Harsha Bommana in Deep Learning Demystified

Feb 27, 2020

Deep NLP: Sequential Models with RNNs

RNNs are the entry point to using Deep Learning for Natural…

Harsha Bommana in Deep Learning Demystified

Nov 20, 2019

Deep NLP: Word Vectors with Word2Vec

How to preprocess text effectively with Deep Learning

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Harsha Bommana in Deep Learning Demystified

Oct 16, 2019

Generalization in Neural Networks

How can neural networks learn more effectively from the given data.

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Harsha Bommana in Deep Learning Demystified

Oct 6, 2019

Understanding Optimizers

Exploring how the different popular optimizers in Deep Learning work

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Harsha Bommana in Deep Learning Demystified

Sep 29, 2019

Loss Functions Explained

Intuitive explanations of various Loss Functions in Deep Learning

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Harsha Bommana in Deep Learning Demystified

May 26, 2019

Introduction to Neural Networks — Part 2

Training Neural Networks

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Harsha Bommana in Deep Learning Demystified

May 26, 2019

Introduction to Neural Networks — Part 1

Defining Neural Networks

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Deep Learning Demystified

Simple intuitive explanations for everything Deep Learning. From basic concepts to cutting edge advances.

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