3d ago · 12 min read · Collaborative filtering is one of the most durable ideas in machine learning. User-item interaction matrices, matrix factorization, two-tower models built on implicit feedback -- these approaches work because they encode stable long-term preferences....
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Jun 30, 2025 · 5 min read · Supported Living is about more than providing safe accommodation. It’s about helping people live fulfilling lives. For individuals with care needs, building friendships, learning new skills, and feeling part of a lively community can transform everyd...
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Feb 7, 2025 · 1 min read · Haxeflixel is an underrated language outside of Friday Night Funkin (at least I think so) and I think you should use it! I’ve been using it since maybe late 2022 early 2023? And it’s been a pretty cool language. It is very easy to learn if you are si...
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Dec 24, 2024 · 11 min read · Here’s a roundup of my Top 3 Recommendations for Videogames, Books, Movies, TV Shows, and Comic Books from 2024. Some are new, some are old favorites revisited, but all have earned their spot on this list for the joy, thought, or inspiration they bro...
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Mar 31, 2024 · 4 min read · In today's digital age, providing personalized experiences to users has become paramount for businesses looking to stay ahead in the game. Thankfully, with the advent of cloud computing services like AWS (Amazon Web Services), implementing personaliz...
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Nov 30, 2023 · 2 min read · The use of a combination of Euclidean distance and cosine similarity in recommendation systems offers distinct advantages and enhanced performance due to their unique characteristics in analyzing data. Euclidean Distance: Magnitude-based Similarity:...
Join discussionSep 7, 2023 · 2 min read · In the world of recommendation systems, the quest for simplicity often leads to remarkable breakthroughs. The "Embarrassingly Shallow Autoencoders for Sparse Data," or EASE, is one such breakthrough that combines simplicity with state-of-the-art perf...
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Apr 11, 2023 · 7 min read · In recent years, technical blogs written by software developers have become popular, providing insight into the processes of tech companies, their tech stacks, and products. Quality Assurance (QA) is also gaining momentum, with an increase in blogs c...
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Jan 22, 2023 · 4 min read · Building a recommendation system can seem like a daunting task, but with the right tools and knowledge, it can be a fun and rewarding experience. In this tutorial, we will be building a simple recommendation system using the popular library sci-kit-l...
Join discussionDec 27, 2022 · 4 min read · Explicit v.s. Implicit ratings Two ways to gather user preference data to recommend items, Ask for explicit ratings from a user, on a rating scale (such as rating a movie from one to five stars). The drawback is it puts the responsibility of data co...
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