ajit jaokar's Likes
September 2019
Updated on March 24. See new sections on Fibonacci numbers [3.2.(b)], comparing stochastic processes [4.1.(b)], connection with Brownian motions [4.1.(c)], new…
Blog Fascinating New Results in the Theory of Rand 9 LikesAugust 2019
Can an ethical and…
Blog Can an ethical and algorithmically transparen 1 Like The AI Edge Engineer: Extending the power ofThe AI Edge Engineer: Extending the power of CI/CD to Edge devices using containers
Background
At the…
Blog The AI Edge Engineer: Extending the power of 2 Likes Free Book: Statistics -- New Foundations, TooThis book is intended for busy professionals working with data of any kind: engineers, BI analysts, statisticians, operations research, AI and machine learning professionals, economists, data…
Blog Free Book: Statistics -- New Foundations, Too 11 LikesJuly 2019
I found an interesting, free book…
Blog Free book: The #dataengineering cookbook by A 1 Like How to learn the maths of Data Science usingThis post is a part of my forthcoming book on Mathematical foundations of Data Science.
In the previous blog, we saw how…
Blog How to learn the maths of Data Science using 1 Like State of #AI 2019 ReportI highly recommend the #StateofAI 2019…
Blog State of #AI 2019 Report 3 LikesJune 2019
The Catch 22 problem holding back AI application…
Blog The Catch 22 problem holding back #AI applica 1 Like Free Book: Azure Machine Learning in a WeekenBy Ajit Jaokar and Ayse Mutlu.
Exclusively for Data Science Central members, with free access. You can download this book (PDF) …
Blog Free Book: Azure Machine Learning in a Weeken 8 Likes How to learn the maths of Data Science usingThis post is a part of my forthcoming book on Mathematical foundations of Data Science.
In this post, we use the Perceptron algorithm to bridge the gap between high school…
Blog How to learn the maths of Data Science using 3 LikesMay 2019
This simple introduction to matrix theory offers a refreshing perspective on the subject. Using a basic concept that leads to a simple formula for the power of a matrix, we see how it can solve…
Blog Gentle Approach to Linear Algebra, with Machi 7 Likes The Mathematics of Forward and Back PropagatiUnderstanding the maths behind forward and back propagation is not very easy.
There are some very good – but also very technical explanations.
For example :…
Blog The Mathematics of Forward and Back Propagati 3 LikesApril 2019
…
Introduction
“The…
Blog Can AI detect emotions better than humans? 3 LikesFebruary 2019
For background to this post, please see…
Blog Learn #MachineLearning Coding Basics in a wee 12 Likes Importance of Hypothesis Testing in Quality MJanuary 2019
After a recent webinar, I was asked about…
Blog Advice to a fresh graduate for getting a job 3 Likes The Mathematics of Data Science: Understandin
Note: This is a long post, but I kept it as a single post to maintain continuity of the thought flow
In this longish post, I have tried to explain Deep Learning…
Blog The Mathematics of Data Science: Understandin 10 Likes AI / Machine learning Cloud APIs: AWS – AzureMost of us start working with specific programming…
Blog AI / Machine learning Cloud APIs: AWS – Azure 3 LikesResources
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