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klotz: t-sne* + clustering*

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1. OpenAI Embeddings and Clustering for Survey Analysis — A How-To Guide

   A guide on how to use OpenAI embeddings and clustering techniques to analyze survey data and extract meaningful topics and actionable insights from the responses.
   
   The process involves transforming textual survey responses into embeddings, grouping similar responses through clustering, and then identifying key themes or topics to aid in business improvement.

   2024-10-26 Tags: embedding, clustering, survey analysis, data science, visualization, k-means, tsne by klotz
2. Mastering Customer Segmentation with LLM

   Unlock advanced customer segmentation techniques using LLMs, and improve your clustering models with advanced techniques

   2023-09-28 Tags: llm, segmentation, kmeans, k prototype, tsne, pca, sentence, embedding, clustering, exploratory data analysis by klotz
3. interpretation - Clustering on the output of t-SNE - Cross Validated

   max_iter=200, exaggeration=4

   2021-10-01 Tags: t-sne, clustering, visualization, machine learning by klotz
4. tSNE Degrades to PCA - Towards Data Science

   2020-04-07 Tags: pca, tsne, perplexity, visualization, clustering by klotz
5. Mapping the tech world with t-SNE - Towards Data Science

   2020-01-16 Tags: t-sne, deep learning, nlp, text, clustering, dimensionality reduction, medium by klotz
6. An Introduction to t-SNE with Python Example - Towards Data Science

   2020-01-07 Tags: t-sne, candisc, python, statistics, r, discrimination, clustering by klotz
7. “Learn TensorFlow, the Word2Vec model, and the TSNE algorithm using rock bands”

   2018-08-19 Tags: tensorflow, tsne, kmeans, word2vec, machine learning, clustering, classification by klotz

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