Guide to deploy Elasticsearch 8.5 cluster on Okteto Cloud, for free and with basic security settings — 📢 Intro Elasticsearch (ES) is probably the most common and famous search engine and has introduced a lot of new features with the 8.0 release, like the dense vector field type and the kNN search, that both combined allow Elasticsearch to be used for vector search for many machine-learning applications.

We will explore how to create, build and deploy every component behind this Bikes recommendation website: 🔗demo — 📧 Found an error or have a question? let’s connect 🎯 Goal High-level The idea behind this project is to test the opportunity to build a recommendation system using public data, unsupervised machine learning (ML) models and only free resources. To achieve this we will: Leverage Reddit to gather the data

Download all comments from a specific subreddit for NLP and analytics tasks. 🖇 Github: pistocop/subreddit-comments-dl This story is part of a bigger project: “Create a product knowledge base leveraging Reddit comments and ML technologies”, stay tuned! 🏃TL;DR In a hurry? Run this code! 💡 Be sure to set up correctly the…