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Anupama Garla

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Towards Data Science

NMF — A visual explainer and Python Implementation

Gain an intuition for the unsupervised learning algorithm that allows data scientists to extract topics from texts, photos, and more, and…

14 min readMar 17, 2021

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NMF — A visual explainer and Python Implementation

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Anupama Garla

How to data science without a relevant degree

Relevant resources and a tale of an architect turned data scientist

14 min readMar 15, 2023

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How to data science without a relevant degree

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Anupama Garla

Thanks Bex!

1 min readMar 25, 2021

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Anupama Garla

I think this line of developing competency in the how to use an algorithm, when to use it, and how…

1 min readMar 18, 2021

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Anupama Garla
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Towards Data Science

Comparing Inaugural Addresses: Democracy is to Dreams as Biden is to Trump

A Comparative Content Analysis using natural language processing tools.

6 min readFeb 9, 2021

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Comparing Inaugural Addresses: Democracy is to Dreams as Biden is to Trump

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Anupama Garla
in
Towards Data Science

How to make Word Clouds in Python that Don’t Suck

A brief tutorial on making beautiful and meaningful word clouds in python.

6 min readFeb 9, 2021

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How to make Word Clouds in Python that Don’t Suck

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Anupama Garla
in
Towards Data Science

TF-IDF : A visual explainer and Python implementation on Presidential Inauguration Speeches

Ever asked to explain TF-IDF to non-technical audiences? Here is a visual unpacking of TF-IDF (Term Frequency — Inverse Document…

7 min readFeb 2, 2021

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TF-IDF : A visual explainer and Python implementation on Presidential Inauguration Speeches

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Anupama Garla
in
Towards Data Science

2020 Vision on a Data Science Bootcamp Experience

On the learning experience at Metis Bootcamp, Remote format — Pre, During, and Post

8 min readApr 25, 2020

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2020 Vision on a Data Science Bootcamp Experience

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Anupama Garla
in
Towards Data Science

Prospecting LA’s Backyard Houses with Machine Learning

Project 5 of 5 conducted at the METIS Data Science Immersive tackling a business problem of my own making

6 min readApr 3, 2020

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Prospecting LA’s Backyard Houses with Machine Learning

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Anupama Garla
in
Towards Data Science

Building a Content-Based Children’s Book Recommender for Parents

A Solution for the Bed-time Story Debacle

5 min readMar 5, 2020

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Building a Content-Based Children’s Book Recommender for Parents

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Anupama Garla

Anupama Garla

A Data Scientist who wants to help make beautiful meaningful insight-based actions. Let’s connect on LinkedIn! https://www.linkedin.com/in/anupama-garla/

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