An Introduction to Recommender Systems

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In this video we start a new series in Recommender Systems (RecSys) and this will the first video giving an overview, and in upcoming videos we will dive deeper into the technical and build things from scratch!

0:00 - Series Introduction
1:10 - RecSys Overview
2:10 - A silent giant
5:50 - RecSys feedback
7:34 - RecSys Types
8:47 - Non Personalized
11:01 - Personalized
13:28 - Fundamentals
17:50 - Ending
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Please continue this advanced series, we are tired of the many numpy and beginner videos. ❤❤❤❤

zeyadtarek
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Very Nice Work. Sad that there is not enough quality content on this topic. RecSys are indeed very important and people ignore them so much

rishidixit
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Would love to see some easy to follow Pytorch notebooks that walk through the entire process.

It would also be great if you give some extra attention to datasets, embeddings and tokenizers because these parts don't really get much coverage usually in my opinion.

AB
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Excited to see next episode of this series.🤩

oitijjojoanna
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Keep going man, this couldn’t have come at a better time

kareemamr
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Looking forward to following this series! Love your videos!

justingoh
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Keep going alladin, this series would be very useful for us!

learnaiwithjoelbunyan
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Thx Aladdin, working with Conversational Recommendation Systems in Brazilian Portuguese for my MsC Computer Science, your videos help a lot.

matheusrdgsf
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welcome back! thank you for your implementation and paper reading videos, they are very useful. Next year Recsys will be held in Bari, Italy and my supervisor will be the general Chair! If you will attend the conference I would like to buy you a beer and thank you for your videos!

DoppiaDx
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can not wait for the next videos! good work!

mohanadjibory
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welcome back! what a nice series it will be! plz keep going!
:)

LeeMarks-tl
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Great intro! Obvious a lot of work went into those slides - looking forward to the series 😃

seaniam
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Pls take up a huge dataset, and relevant tools for it. Coz in general the libraries that work for small dataset would not be relevant for larger ones

vikramm
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Would love to see recsys on huge datasets, like a 100M data points. To get idea regarding optimization in production environment

bharadwajvedula
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Let's build a recSys step by step.

SimonCicero-gn
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are you going to cover vector database ?

pj-nznm
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Hey Aladin, what's up. Nice video. I just want to ask you about any remote internship opportunities in the organisation you are working in. I am a master's student in AI and i would love to learn and work.

TemporaryForstudy
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Keep going Is this gonna be a practical serie?

sobhan
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Awesome series, do you plan to cover topics like knowledge graphs and reinforcement learning for recommenders?

mantas_birskus
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Keep making videos, also how can I contact you

prodbyprodigy