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Huda

Supervised Learning vs Unsupervised Learning

The practice of teaching algorithms to make predictions or take actions based on data is known as machine learning. supervised learning and…

3 min readFeb 22, 2023

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Supervised Learning vs Unsupervised Learning

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Huda

Text Classification with Reuters

In the machine learning world. Almost 75% of the problems revolve around classification. Classification, thus, is one of the most popular…

4 min readSep 4, 2022

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Text Classification with Reuters

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Huda

Curse of Dimensionality

“Data is the new oil”- a poetic phrase coined by British mathematician Clive Humbly seems a lot more relevant in today’s world. As the…

3 min readNov 14, 2021

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https://www.istockphoto.com/photo/magic-bottle-gm1254435294-366650541

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Huda

List Comprehension

Loops are one of the best code compressors when it comes to programming languages. Implementing loops is an efficient way of asking the…

4 min readOct 21, 2021

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Photo by <a href=”https://unsplash.com/@tine999?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Tine Ivanič</a> on <a href=”https://unsplash.com/s/photos/loop?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>

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Huda

How To Perform Fast EDA?

Exploratory Data Analysis

3 min readOct 12, 2021

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Photo by Anna Nekrashevich from Pexels

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Huda
in
Geek Culture

How to Label Unlabeled Tweets

Unsupervised Learning

9 min readOct 5, 2021

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www.istockphoto.com

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Huda
in
Geek Culture

How to handle Categorical variables?

Data Science is the art and science of solving real-world problems and making data-driven decisions. It primarily deals with all kinds of…

6 min readMay 24, 2021

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Photo by Daniel Lanner on Unsplash

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Huda

Lambda Function

Lambda function is a function that is defined without a name, this is why it is called an anonymous function. Usually, when defining a…

4 min readApr 2, 2021

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from https://realpython.com/python-lambda/

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Huda

How to select elements that have a specific value in Pandas

There are several ways to retrieve certain rows or elements with a specific value from Pandas data frame.

3 min readJan 14, 2021

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How to select elements that have a specific value in Pandas

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Huda

Why Data Science?

Early in my working career, I worked as a graphic designer. Graphic designers take content that has been produced and manipulate and shape…

3 min readNov 17, 2020

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Why Data Science?

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Huda

Huda

Data Scientist with recent experience in data acquisition and data modeling, statistical analysis, machine learning, deep learning and NLP

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