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Kaustubh N in SomX Labs

Electricity meets New Age Electricity (A.I.)

This post is about ‘When 20th century electricity meets 21st century electricity i.e. Artificial Intelligence.

Andrew Ng has famously quoted

Artificial Intelligence is the new…
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Kaustubh N in SomX Labs

Terms in Bayes Theorem

Descriptions of different terms of the bayes theorem.

What is bayes theorem?

Bayes theorem determines a probability of an occurrence of an event based on the prior knowledge of occurrence of that event or knowledge of conditions that may…
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Kaustubh N in SomX Labs

Linear Regression in Tensorflow

In the last post we learnt what is linear regression, now lets try to implement it in tensorflow.

Lets represent the linear regression model first.

Y = X * W + b
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Kaustubh N in SomX Labs

Linear Regression

Linear Regression is one of the oldest and the simplest technique that is still used heavily till date. Lets see what is linear regression?

Linear regression is a statistical technique which helps us summarize and analyze…
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Kaustubh N in SomX Labs

Placeholders in Tensorflow

To quickly recap how a tensorflow program executes.

  1. Create a graph (A.K.A Assembling a…
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Kaustubh N in SomX Labs

Tensorflow Operations

In tensorflow Constants, Variables & Operations are collectively called ops.

In the introduction post about tensorflow we saw how to write a basic program in tensorflow. Also about graphs, sessions and how they work. Now lets explore further and dig deep into…

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Kaustubh N in SomX Labs

Introduction to Tensorflow

Tensorflow is a library for performing machine learning / deep learning tasks with graphs and data like objects…

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Kaustubh N in SomX Labs

Chinese Restaurant Process

What is a Chinese restaurant process (CRP)?

Let’s see what wikipedia has to say about CRP.

Imagine a Chinese restaurant with an infinite number of circular tables, each with infinite capacity. Customer 1 sits at the first table…
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Kaustubh N in SomX Labs

Curve Fitting w/ Deterministic System

I was curious if we could apply the regression or other statistical/machine-learning…

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Kaustubh N in SomX Labs

Let’s talk Clustering (Unsupervised Learning)

What is a cluster?

Simple Definition:

A collection of similar objects to each other.

Slightly Complex Definition:

A connected component…
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SomX Labs
https://somx.in — We find the crux of the data. In the quest of finding interesting insights from open data in focused domains. Stay tuned for some interesting ‘Insights’.
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