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Ajit jaokar's Blog – December 2018 Archive (3)

Why I agree with Geoff Hinton: I believe that Explainable AI is over-hyped by media

 

Geoffrey Hinton dismissed the need for explainable AI. A range of experts have explained why he is wrong.

 

I actually tend to agree with…

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Added by ajit jaokar on December 27, 2018 at 12:30pm — 2 Comments

A simplified explanation for Understanding the Mathematics of Deep Learning

Introduction

In this post, I explain the maths of Deep Learning in a simplified manner.  To keep the explanation simple, we cover the workings of the MLP mode (Multilayer Perceptron). I have drawn upon a number of references – which are indicated in the post in the relevant sections.

 

Deep Learning models are playing a significant role in many domains. In the simplest case, deep learning involves stacking multiple neural network layers to address a…

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Added by ajit jaokar on December 17, 2018 at 11:10am — No Comments

Interpreting Exploratory Data Analysis (EDA)

Introduction

Exploratory Data Analysis (EDA) is an approach/philosophy for data analysis that employs a variety of techniques (graphical and quantitative) to better understand data. It is easy to get lost in the visualizations of EDA and to also lose track of the purpose of EDA. EDA aims to make the downstream analysis easier.…

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Added by ajit jaokar on December 6, 2018 at 5:49am — No Comments

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