---
title: "Discussion on \"From Raw Data to Real Customers: Building an End-to-End Customer Analytics Pipeline with Clustering, NLP, and Dimensionality Reduction.\" | Hashnode"
description: "Discussion on \"From Raw Data to Real Customers: Building an End-to-End Customer Analytics Pipeline with Clustering, NLP, and Dimensionality Reduction.\". The Problem With Guessing\nImagine walking into a store where the staff already knew your name, remembered your last purchase, and had your favorite brand waiting on the counter. That is not a fantasy"
url: "https://hashnode.com/posts/from-raw-data-to-real-customers-building-an-end-to-end-customer-analytics-pipeline-with-clustering-nlp-and-dimensionality-reduction/69adc9c786766ac3a650af2d"
---

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# [From Raw Data to Real Customers: Building an End-to-End Customer Analytics Pipeline with Clustering, NLP, and Dimensionality Reduction.](https://my-first-week-at-datraflow.hashnode.dev/from-raw-data-to-real-customers-building-an-end-to-end-customer-analytics-pipeline-with-clustering-nlp-and-dimensionality-reduction?utm_source=hashnode&utm_medium=feed)

The Problem With Guessing Imagine walking into a store where the staff already knew your name, remembered your last purchase, and had your favorite brand waiting on the counter. That is not a fantasy

Mar 8 · 8 min read · my-first-week-at-datraflow.hashnode.dev  
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## Written by

[Kolawole Olaitan](https://hashnode.com/@meetthepowell06)

@meetthepowell06 · Abuja, Nigeria

  
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