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Ajit jaokar's Blog – December 2020 Archive (5)

A simple way to understand the statistical foundations of data science

Introduction

There are six broad questions which can be answered in data analysis according to an article called “What is the question?” By Jeffery T. Leek, Roger D. Peng. These questions help to frame our thinking of data science problems. Here, I propose that these questions also provide a unified framework for relating statistics…

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Added by ajit jaokar on December 27, 2020 at 3:11pm — No Comments

Applications of Deep Neural Networks 575 page free book by Jeff Heaton

If you want some holiday reading, here is something for you 

I think  this is extraordinarily generous 

Applications of Deep Neural Networks 575 page free book by Jeff Heaton 

TOC below download links at the end of the post

Happy holidays :)  

0.1 Introduction . . . .…

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Added by ajit jaokar on December 24, 2020 at 1:31pm — No Comments

Developing carrier grade enterprise AI applications based on 5G, IoT and the Cloud

In this article, we discuss how 5G technologies could empower the next generation enterprise AI applications.

What does it mean to develop carrier grade applications?

Carrier grade or Telco grade applications refer to a system or hardware or software component that is extremely reliable and well tested.  In practice, this means applications which have high availability, fast recovery, guaranteed quality of service and redundancy.

For Enterprise…

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Added by ajit jaokar on December 9, 2020 at 11:39pm — No Comments

Free 500 page + book on Applications of Deep Neural Networks

Applications of Deep Neural Networks is a free 500 + page book by Jeff Heaton

The contents are as below

The download link is at the bottom of the page

Introduction                                               

 Python Preliminaries

  • Assignments…
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Added by ajit jaokar on December 7, 2020 at 5:42am — No Comments

2021 predictions and trends for AI

 

Despite all the havoc, 2020 has been a good year for tech and a good year for AI.

We already see the green shoots of recovery at the end of 2020 and 2021 holds much promise for growth and technology

 Here…

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Added by ajit jaokar on December 3, 2020 at 11:00am — No Comments

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