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Nour Al-Rahman Al-Serw

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Scraping Reddit using Python Reddit API Wrapper (PRAW)

Content: 1. Introduction 2. Create Reddit API Account 3. Scraping Reddit post 4. Scraping Reddit subreddits 5. Cleaning the data

Feb 19, 2021

Scraping Reddit using Python Reddit API Wrapper (PRAW)

Feb 19, 2021

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Labeling an unlabelled NLP dataset(s) using different methods

Content: 1. Introduction 2. Using TextBlob 3. Using local classifier

Feb 13, 2021

Labeling an unlabelled NLP dataset(s) using different methods

Feb 13, 2021

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Scraping Twitter Hashtags and Tweet Conversations using Twitter API

Content: 1. Introduction 2. Create Twitter API Developer Account 3. Scrape Hashtag 4. Scrape Tweet Conversation

Feb 10, 2021

Feb 10, 2021

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K-Means: The maths behind it, how it works and an example

K-means is a clustering unsupervised clustering algorithm that attempts to cluster unlabelled/unidentified data to a number of either…

Apr 11, 2022

K-Means: The maths behind it, how it works and an example

Apr 11, 2022

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K-nearest Neighbor: The maths behind it, how it works and an example

K-nearest Neighbor (KNN) is a supervised classification algorithm that is based on predicting data by finding the similarities to the…

May 17, 2021

K-nearest Neighbor: The maths behind it, how it works and an example

May 17, 2021

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Naive Bayes: The maths behind it, how it works, and an example

Naive Bayes algorithm is another very popular supervised machine learning algorithm that attempts to classify data based on the Bayes…

Apr 18, 2021

Naive Bayes: The maths behind it, how it works, and an example

Apr 18, 2021

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Logistic Regression: The maths behind it, how it works, and an example

When diving into supervised machine learning for the very first time, one usually interacts with logistic regression quite early on…

Apr 12, 2021

Logistic Regression: The maths behind it, how it works, and an example

Apr 12, 2021

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Linear Regression: The maths behind it, how it works, and an example

Linear Regression is probably the first algorithm you will encounter when starting out your Data Science learning journey — and guess what…

Apr 9, 2021

Linear Regression: The maths behind it, how it works, and an example

Apr 9, 2021

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Undersampling and oversampling: An old and a new approach

Content: 1. Introduction 2. Undersampling 3. Oversampling 4. Dynamic undersampling and oversampling

Feb 21, 2021

Undersampling and oversampling: An old and a new approach

Feb 21, 2021

Nour Al-Rahman Al-Serw

Nour Al-Rahman Al-Serw

Data Engineer @ Accenture the Netherlands, ex-IBMer. This blog is part of my learning journey, maybe it can be part of yours too.

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