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CTClementina Tomclementina-tom.hashnode.devJun 4 · 10 min read

Why Recommendation Systems Fail in Education (And What I Built Instead)

While most learning platforms recommend what students are likely to succeed at, I wanted to build one that recommends what they need to learn—with respect to how human memory actually works. The Probl

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FSFahad Shahrisingwave.comApr 8 · 15 min read

Real-Time Recommendation System in 2026: Architecture, Algorithms, and SQL

{ "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is a real-time recommendation system in 2026?", "acceptedAnswer": { "@type": "Answer", "text": "A...

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FSFahad Shahrisingwave.comApr 7 · 14 min read

Semantic Product Recommendations with Vector Search and Streaming SQL

{ "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What are semantic recommendations?", "acceptedAnswer": { "@type": "Answer", "text": "Semantic recommen...

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FSFahad Shahrisingwave.comApr 7 · 13 min read

Frequently Bought Together: Build Amazon-Style Recommendations with Streaming SQL

{ "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is 'Frequently Bought Together' and how does it work?", "acceptedAnswer": { "@type": "Answer", "t...

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FSFahad Shahrisingwave.comApr 7 · 18 min read

Real-Time Collaborative Filtering: Build User-Based and Item-Based Systems in SQL

{ "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is collaborative filtering?", "acceptedAnswer": { "@type": "Answer", "text": "Collaborative filte...

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FSFahad Shahrisingwave.comApr 7 · 17 min read

How to Build a Real-Time Recommendation System with SQL

{ "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is a real-time recommendation system?", "acceptedAnswer": { "@type": "Answer", "text": "A real-ti...

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YLYuheng LIANGlatenighttavern.hashnode.devFeb 3 · 4 min read

Taste Aligner (四) Recommendation Engine v1：双区推荐（CZ/EZ）从 0 到可验收

这篇文章记录我在 Taste Aligner 项目中实现 Recommendation Service v1.3 的全过程：为什么要做“舒适区 / 探索区”双区推荐？为什么必须拆成 Recall→Rerank？如何让推荐“可解释、可控、可验证、Agent 友好”？以及：我遇到的 2 个最难 bug（CZ 跨城污染、tags=[] 导致 EZ 消失）是怎么一步步修掉的。 0. 背景：Recommendation 在 Taste Aligner 里负责什么？ Taste Al...

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UUplatzuplatz.hashnode.devJan 6 · 2 min read

🏷 AI in the Real World – AI in Retail & E-Commerce: Recommendations, Pricing & Demand Forecasting

📜 Why Retail Is a Natural Fit for AI Retail and e-commerce generate enormous volumes of data: Customer clicks and searchesPurchase historiesBrowsing behaviourSupply chain and inventory signals This makes retail one of the most attractive — and compe...

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HPHimesh Parasharblog.himeshparashar.comSep 30, 2025 · 10 min read

The Secret Math Behind Your Netflix Binge: How Matrices Power Your Recommendations

Ever wondered how Netflix uncannily knows which movie or TV show you'll want to watch next? The answer lies not in mystical algorithms or crystal balls, but in sophisticated mathematical frameworks that have revolutionised how we consume digital cont...

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ASAlankar Srivastavaalankar-srivastava.hashnode.devJul 26, 2025 · 9 min read

Building a Recommendation System with Node.js, Ollama, and Vector Magic

The Quest Begins Once upon a time : You're scrolling through Netflix for the 147th time, and somehow their algorithm thinks you'd enjoy "Cats" because you once watched "The Lion King." We've all been there. Today, we're staging a rebellion. We're bui...

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Trending tags this week

Why Recommendation Systems Fail in Education (And What I Built Instead)

Real-Time Recommendation System in 2026: Architecture, Algorithms, and SQL

Semantic Product Recommendations with Vector Search and Streaming SQL

Frequently Bought Together: Build Amazon-Style Recommendations with Streaming SQL

Real-Time Collaborative Filtering: Build User-Based and Item-Based Systems in SQL

How to Build a Real-Time Recommendation System with SQL

Taste Aligner (四) Recommendation Engine v1：双区推荐（CZ/EZ）从 0 到可验收

🏷 AI in the Real World – AI in Retail & E-Commerce: Recommendations, Pricing & Demand Forecasting

The Secret Math Behind Your Netflix Binge: How Matrices Power Your Recommendations

Building a Recommendation System with Node.js, Ollama, and Vector Magic