on the left, a grouping of person icons with the label “customers”. on the right, four groupings of person icons with the label “segments”
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Introduction

Banks are facing an increasing demand from regulators to monitor and mitigate money laundering risks. One common challenge is that Anti-Money Laundering (AML) Transaction Monitoring systems do not always result in suspicious investigations or actionable results. These are due to an increase of false-positive alerts within financial institutions.

By understanding…

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Introduction

Nowadays, we encounter recommendations system every day in our daily online lives. For example, Amazon is using them to recommend products, YouTube recommends related videos, Spotify to recommend similar music based on our listening history and Google to serve personalised advertisements and search results.This article will discuss the KPI’s and…

Image from Unsplash @mzemlickis

Introduction to Clustering

With clustering, we can segment groups based on similarity in behaviour in areas such as marketing, customer retention, disease diagnosis, online shopping, music listening, social media activity, and document classification.

Clustering is the task of grouping a set of objects in such a way that objects in the same group…

What drives Airbnb prices in Seattle?

Airbnb has disrupted the market of renting out homes. Guests can filter on types of homes, dates, location, price, number of guests, beds etc. Hosts and and guests can leave reviews about their experience. I am curious what drives Airbnb prices in Seattle and help all hosts to gain better…

Isak Kabir

Data Scientist at IBM Sweden

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