Daniil Korbutrtriangle.hashnode.net·Jan 8, 2023Recommendation System Algorithms and ApproachesRecommendation systems are a type of machine learning algorithm that is designed to predict what a user might be interested in and present them with personalized recommendations. These systems are commonly used in a variety of applications, such as e...Konstantin and 4 others are discussing this5 people are discussing thisDiscuss·611 likes·15.8K readsMLGreat review of different methods, could you elaborate a bit more about metrics in the next article? 16
John Naylorjonaylor89.hashnode.net·Jul 18, 2022Create a Wine Recommender Using NLP on AWSGetting Started In this tutorial, we’ll build a simple machine learning pipeline using a BERT word embedding model and the Nearest Neighbor algorithm to recommend wines based on user inputted preferences. To create and power this recommendation engin...Discuss·11 likes·417 readsML
ShamikforShamim'sdumbnull.hashnode.net·Dec 29, 2022Let's Recommend a Good Spotify Playlist...Music plays an integral role in our life right. It's there to lift our moods whenever we have a "Bad Day" (Song by David Powter btw) or when we need to just chill and code like in our case. So without wasting any time, I thought to build a recommenda...Discuss·4 likes·163 readsMachine Learning
Tobias Anyigortobai.hashnode.net·Apr 21, 2023Recommender SystemsThis post was inspired by "21 Lessons for the 21st Century" by Yuval Noah Harari. I did not hesitate to buy the book when I read that Bill Gates recommended it. Now, I am recommending the book to all of you here. One particular chapter in this book, ...DiscussArtificial Intelligence
Putta Lakshmibitsnbytesofai.hashnode.net·Apr 14, 2023The Power of Personalization Part 2: Boosting Personalized Recommendations: A Look into Item and User-Based Collaborative FilteringIntroduction Collaborative filtering is a popular technique used by streaming platforms to provide personalized recommendations to users. Let's understand this concept through a simple example. John is a movie enthusiast who loves action and adventur...Discussrecommender-systems
Prakash PoudelforLucid Hire Blogprakash014-1680459385481.hashnode.net·Apr 6, 2023Day 6: Feedback: Performance review of recommended blogger - part IFeedback 1: Need to connect with retention and performance review to validate and improvise the recommendation. Yesterday, when I was trying to process this feedback:it looked like the only work we can do and should do would be to test content for SE...DiscussPre Hire Assessment of Blog Authors using ChatGPTrecommender-systems
Marvin Kweyumarvin.hashnode.net·Mar 28, 2023Recommendation systems on the webIntroduction I have a confession to make; I am a huge fan of sci-fi. Whether it is another episode of The Minority Report, Upload or Travelers, I am all for it. Perhaps the underlying cause is my fascination with how these societies use technology in...Discuss·3 likes·62 readsThe Entrepreneur's Path recommender-systems
CS Diariescsdiaries.hashnode.net·Mar 12, 2023How We Are Tracked: Recommendation SystemsPhoto by dole777 on Unsplash A recommendation system suggests items or products that a user might like or be interested in. The items can be anything from movies, books, music, news, etc. The system takes a user profile as input and returns a ranked ...Discussrecommender-systems
MemgraphforMemgraphmemgraph.hashnode.net·Jan 20, 2023Temporal Graph Neural Networks With Pytorch - How to Create a Simple Recommendation Engine on an Amazon DatasetPYTORCH x MEMGRAPH x GNN = 💟 Over the course of the last few months, we at Memgraph have been working on something that we believe could be helpful with classical graph prediction tasks. With our latest newborn query module, you will have the option...DiscussMemgraph
MemgraphforMemgraphmemgraph.hashnode.net·Jan 11, 2023How to Build a Spotify Recommendation Engine Using Kafka and MemgraphWe held a company-wide hackathon where we challenged each other to build compelling, useful applications using a streaming data source, Kafka, Memgraph, and a Web Application backend. This week we're looking at building a Spotify song recommendation ...DiscussMemgraph
Daniil Korbutrtriangle.hashnode.net·Jan 8, 2023Recommendation System Algorithms and ApproachesRecommendation systems are a type of machine learning algorithm that is designed to predict what a user might be interested in and present them with personalized recommendations. These systems are commonly used in a variety of applications, such as e...Konstantin and 4 others are discussing this5 people are discussing thisDiscuss·611 likes·15.8K readsMLGreat review of different methods, could you elaborate a bit more about metrics in the next article? 16
ShamikforShamim'sdumbnull.hashnode.net·Dec 29, 2022Let's Recommend a Good Spotify Playlist...Music plays an integral role in our life right. It's there to lift our moods whenever we have a "Bad Day" (Song by David Powter btw) or when we need to just chill and code like in our case. So without wasting any time, I thought to build a recommenda...Discuss·4 likes·163 readsMachine Learning
Rohit MehraforRecommender Systemsreco.hashnode.net·Dec 27, 2022Recommendation Systems OverviewExplicit 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...Discuss·1 like·33 readsCollaborative Filtering
