Shopify Search Engine: Semantic Search & Recommendation System
· One min read
7 posts tagged with "Machine Learning"
Machine Learning tag description
View All TagsFalcon Twig: Fine-tuning Falcon H1 on Tool Calling
· 4 min read
LLM-Based Recommender Systems: Research & Analysis
· 3 min read
DCASE 2025 Challenge: Language-based Audio Retrieval
· 3 min read
How ML Models Search Audio with Text Queries
· 5 min read
In this post, I will be explaining everything you need to know about the Language-Based Audio Retrieval architecture. This architecture is designed to retrieve audio clips based on natural language queries. It uses a combination of audio and text encoders to achieve this.
Classical Recommendation-System Techniques - A Quick Overview
· 11 min read
TL;DR — From TikTok’s ‘For You’ feed to your favourite delivery app, recommender systems decide what you see next. This post walks absolute beginners through six classical techniques—no PhD jargon, just intuitive visuals and a single running example.
Machine Learning in the Construction Industry
· 5 min read
This is a summary of a paper called Machine learning in construction: From shallow to deep learning published in 2021.