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Build a Movie Recommender - Machine Learning for Hackers #4

Siraj Raval

768K subscribers • 9 videos on Hallway

YouTube

Beginner. No background in the topic needed.

47K views10 years ago1 recommendation

AI and machine learningClassic machine learningNeural networks and deep learning

Siraj Raval demonstrates how to build a movie recommendation system using Amazon's DSSTNE deep learning library.

This video will get you up and running with your first movie recommender system in just 10 lines of C++. We train a neural network on a MovieLens dataset of movie ratings by different users to generate a top 10 recommendation list for the default user ID. The code for this video is here (everything included): github.com/llSourcell/Movie_Recommender I created a Slack channel for us, sign up here: wizards.herokuapp.com/ The Original Amazon DSSTNE code is here: github.com/amznlabs/amazon-dsstne Link to AWS: aws.amazon.com/ Link to FileZilla: sourceforge.net/projects/filezilla/ Paper I found pretty cool (a deep learning based rec system): arxiv.org/pdf/1409.2944.pdf And a correction -- Scott grand recently tested it vs Tensorflow and reported not just a 2x, but a 15x speedup: medium.com/@scottlegrand/first-dsstne-benchmarks-tldr-almost… I love you guys! Thanks for watching my videos, I do it for you. I left my awesome job at Twilio and I'm doing this full time now. I recently created a Patreon page. If you like my videos, feel free to help support my effort here!: patreon.com/user?ty=h&u=3191693 Much more to come so please subscribe, like, and comment. Follow me: Twitter: twitter.com/sirajraval Facebook: facebook.com/sirajology Instagram: instagram.com/sirajraval/ Instagram: instagram.com/sirajraval/ Signup for my newsletter for exciting updates in the field of AI: goo.gl/FZzJ5w Hit the Join button above to sign up to become a member of my channel for access to exclusive content! Join my AI community: chatgptschool.io/ Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): wagergpt.xyz

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1 person recommends this

What people say. Recommended as a quick introduction to building recommendation engines using deep learning.

u/llSourcellin r/compsci • Recommends

Build a Movie Recommender - Machine Learning for Hackers #4