That is a very self-containing talk, thanks Abhishek!
@ramonsantiago45732 жыл бұрын
Question: Instead of splitting your data into parts (train/validation) why didn't you create a user - items matrix and then mask some values for the validation?
@sumitvaise54526 ай бұрын
Copied: Consider using the user-items matrix with masking if: Your primary data source is implicit feedback Temporal order of recommendations is crucial You are interested in matrix factorization techniques Traditional train/validation splitting might be better if: You have lots of explicit ratings Your matrix is extremely sparse Computational speed is a major priority
@shauryavardhansingh79173 жыл бұрын
😢😢 going to copy this and show off in my college
@chiragmd8565 Жыл бұрын
Rmit ?
@adityabothra6678 Жыл бұрын
Hi Abhishek, can you do a testing and deployment series of ML/DL models. I really wanted to get that insight and love the content. I have learnt a lot from your videos and live sessions
@sanjay.r4360 Жыл бұрын
bro you have this dataset now.please give github link
@thsstphok79373 жыл бұрын
Good job Abhishek, your videos are so relaxing to watch and learn!
@cndler232 жыл бұрын
what a time to be alive
@Immersive_mods3 жыл бұрын
please can you share link of flask deployment video.im unable to find it
@tolegenazamat91483 жыл бұрын
Thanks, looking forward for deploying part.
@AdityaJha13 жыл бұрын
Hey Abhishek, great stuff, eagerly waiting your best ____ competition to learn from (begginer/advanced) series. Thank you for your content, it is always something interesting and helpful to me
@002vaishnavichavan5 Жыл бұрын
How to integrate this with a website development like django or any other
@АндрейКараулов-э4ф3 жыл бұрын
Thank you very much for the helpful giude! Pls make a video about how to get recommended movies by user ID using this model ) kinda stuck with it
@vikas71613 жыл бұрын
Hi Abhishek, The video was very informative can you please upload part 2 of it soon. Thanks 😇
@peregudovoleg Жыл бұрын
Hi. Still strange how it run w/o the torch import as well as without self.optimizer arg in fetch_scheduler(). You didn't define self.optimizer anywhere. Unless tez is taking care of it or something.
@goharshoukat37823 жыл бұрын
Im a bit green as far as OOP is concerned. In the MovieDataSet class, in the 3rd function _getitem_, I didn't understand what you are doing. Can you please explain?
@gradientO3 жыл бұрын
That was very informative. Thanks
@Deepakkumar-sn6tr3 жыл бұрын
great video!!...looking forward to a video on the transformer recommender
@charurajput34552 жыл бұрын
Can you please tell how to install tez. do we need to clone it from your repo and then run the install command. As for me git install tez is not working. Please reply at the earliest
@suneelkumarp4893 жыл бұрын
Could someone tell me the interface he's using, It looked like VS Code but immediately got some jupyter lab environment. Is it some kind of remote setup in the browser?
@sakshamgupta27403 жыл бұрын
jupyter lab, its now available in vs code
@divyakhairnar52483 жыл бұрын
Very helpful video😊
@divyakhairnar52483 жыл бұрын
Btw which IDE you are using🤔
@abhishekkrthakur3 жыл бұрын
Vscode via code server
@divyakhairnar52483 жыл бұрын
Okey thanks😊..... Can we use spyder for this
@divyakhairnar52483 жыл бұрын
Or jupyter notebook
@aniket26662 жыл бұрын
But how do you input a movie name and then get recommendations based on it??
@Magma-uw7yo3 жыл бұрын
I don't know how to install pandas, it say "Import "pandas" could not be resolved from source Pylance". I don't find a solution
@abhishekkrthakur3 жыл бұрын
you can install pandas using pip. but for now, i would recommend you to use the environment in kaggle notebooks. we will talk about custom libraries in a few days!
@srikantachaitanya65613 жыл бұрын
Thank you very much ...
@appyviral87532 жыл бұрын
How much u charge for making a video recommendation system for Android app?
@huynguyen-qz8fq3 жыл бұрын
Thanks man but i did flow the video but i can't import tez. Can you help me?
@Bawaromerali3 жыл бұрын
it looks good video , but i was waiting for test it and show us the recommend item for user !
@abhishekkrthakur3 жыл бұрын
in next video: tomorrow 😉
@prameelaadluru37593 жыл бұрын
@@abhishekkrthakur Is recommend the item code available?
@evansnyanney7431 Жыл бұрын
Please how can I use the same code to build for Amazon product
@gpstech30482 жыл бұрын
nice sir. Question: I have created model based CF and predicted the values. How can i recommend items to new user using this model?
@pedrocouto29743 жыл бұрын
Another amazing video. Many thanks, Abhishek!
@abhishekkrthakur3 жыл бұрын
glad you liked it
@adedayoadeyemi7671 Жыл бұрын
Hello do you have any video on binary or multiclass semantic segmentation
@abhishekprajapat4153 жыл бұрын
Once again a very informative concise video.
@ShikshaMishraMTCS2 жыл бұрын
hi can you please specify how after training the model, one can find say 20 recommendations for each user. Do we do that using two loops where we predict the rating for each user and for each item and then, pick top max rating?? Please specify
@shriharimutalik32313 жыл бұрын
When I download tez and import it .. I get this error : module 'torch.optim.lr_scheduler' has no attribute 'SAVE_STATE_WARNING
@shriharimutalik32313 жыл бұрын
That has been depreciated ...?
@abhishekkrthakur3 жыл бұрын
@@shriharimutalik3231 ill fix it. please use torch==1.7.1 and this will work
@shriharimutalik32313 жыл бұрын
@@abhishekkrthakur Sure , thanks
@aquibalikhan69303 жыл бұрын
hey Abhishek why don't you use autocomplete
@ishitasharma70252 жыл бұрын
Can anyone help me with where to train this model or where did sir did it? It's my first model.
@abdul20ize3 жыл бұрын
I am not able to find the dataset on kaggle that abhishek showed in video. Can someone post the link of dataset ?
@abhishekkrthakur3 жыл бұрын
www.kaggle.com/c/predict-movie-ratings/ It can only be downloaded by kaggle api
@taruntiwarihp3 жыл бұрын
Can you provide downloadable link, I'm can't able to create kaggle api
@hassanmehmood89343 жыл бұрын
@@abhishekkrthakur Still getting 403 - Forbidden error by using kaggle api
@abhishekkrthakur3 жыл бұрын
i downloaded it yesterday using api yesterday and it worked fine. did you set up ur api key?
@hassanmehmood89343 жыл бұрын
@@abhishekkrthakur yes just download the kaggle.json file and try to download on collab. after resolving other errors still got 403 forbidden.
@marijansmetko66193 жыл бұрын
Hello, What software do you use for making videos? I would like to know how can I make a screencapture with me in the corner. Thanks in advance!
@surimacroman3 жыл бұрын
Hi Abhishek, a big fan. Could you please upload a video on 'Extracting text from structured images (Form-Like) using graphCNN (or other algorithms)' please? I read a lot and couldn't find a clear cut explanation anywhere.
@pravasranjanswain83943 жыл бұрын
What can we do,if we have data in form of strings?
@adhoc30183 жыл бұрын
Hello, Abhishek. Great video as always. Can you please do a video on the recsys challenge from Spotify?
@p618003 жыл бұрын
Cool stuff, thanks for sharing!
@apurbasarkar69183 жыл бұрын
Awesome sir
@manouheart49063 жыл бұрын
Hi, could someone explain why we're using nn.Embedding ?
@perlindholm41293 жыл бұрын
Note to self: Could measuring the time for a step indicate if work is done? Calculating a better function should require more work more time. Time is cold or constant heat since there is no build up.
@gunjannaik75752 жыл бұрын
How to shuffle data randomly after each epoch?
@abhilashatutube3 жыл бұрын
Thanks for all your hard work on the videos. Question: Can I live with Keras or should I move to PyTorch?
@baskarancellapandy38923 жыл бұрын
Can you explain difference bw tensorflow vs pytorch, which will be better ?
@wahyono1739 Жыл бұрын
so how to use this movie recommendation ?
@lakshyakhandelwal4383 жыл бұрын
Do you use any chrome extension for inverting colors of web pages? Looks good.
@abhishekkrthakur3 жыл бұрын
dark reader
@lakshyakhandelwal4383 жыл бұрын
@@abhishekkrthakur Thanks! Great video btw !!
@tonystark94973 жыл бұрын
Can you suggest a way of selecting a model with low inference time and high accuracy.
@krishnaagastyamedepalli3023 жыл бұрын
Sir,can we use this to design a system for tourism purpose.!!!!!!!
@thanhluannguyen6843 жыл бұрын
What algorithm do you use?
@jameskidd50543 жыл бұрын
Awesome video as always. Thanks man!
@saurabhmahindre3 жыл бұрын
Nice one Abhishek! Was wondering how would you handle the cold start problem with this, does this only allow for users seen before in the training set ?
@abhishekkrthakur3 жыл бұрын
cold-start is always a problem with recommenders. a simple way to handle this would be to show the most popular items. if there are some known user characteristics, you can find the most similar user and then most popular items., or random items :)
@rofirahman_3 жыл бұрын
Is that possible to build a recommendation system based on implicit feedback using CNN?
@ravisrivastava38293 жыл бұрын
What if we want to train on multidimensional data??
@its_me73633 жыл бұрын
this stratify parameter in train_test_split doesn't work for me in multi labels and it throws error saying found one class but needs atleast two...my labels were 25k...so what i did for my project is reduce the labels to consider atleast more 200 times (arbitrary) present in dataset and it reduces to 300+ labels and then use third party stratification library to distribute labels properly and it works... don't know why scikit learn stratify don't work for me...
@abhishekkrthakur3 жыл бұрын
stratify does not work for multi label :)
@its_me73633 жыл бұрын
@@abhishekkrthakur 😔
@abhishekkrthakur3 жыл бұрын
use iterstrat instead
@its_me73633 жыл бұрын
@@abhishekkrthakur That's what i used and results were amazing...find it from kaggle post after long time
@Bawaromerali3 жыл бұрын
Thanks man , good video.
@ArunaSri233 жыл бұрын
How can I get Github link of the code explained in the video?
@abhishekkrthakur3 жыл бұрын
sorry, most of my videos are code along
@vladimirserdyuk67952 жыл бұрын
thanks. man.
@anamikayadav45573 жыл бұрын
Hello sir I m working on Graph convolutional neural network for recommendation system can you help me out with improving it by latent factor models
@fangxianglim2923 жыл бұрын
hi @Abhishek Thakur, you had a video last time on how to approach classification i think and the different types of classification. Can you link the video in which you talk about that? I cant seem to find it anymore. Thanks for all these videos by the way!!!
@karthikb.s.k.44863 жыл бұрын
Can you please cover any kaggle problem with classification examples having both train and test csv files as an example. I bought your book and it very good. Thank you 🙏
@ahmadsalihy78403 жыл бұрын
sir do you have the implementation of artificial immune system algorithms?
@sameerr823 жыл бұрын
got any error while importing Tez ModuleNotFoundError: No module named 'psutil'
@kanizfatema75753 жыл бұрын
You install psutil
@yashkumargoel70453 жыл бұрын
Plz make vd on multi label news classification using deep learning
@jvskrishna3 жыл бұрын
Can you please share the link for dataset
@mukeshnagvekar4882 жыл бұрын
Great stuff,but unable to find code stuff on github
@Aakritiiiiiiiiiiii3 жыл бұрын
Can you help me with recommendation system for blogs!!! Plz
@sudiptaghosh43173 жыл бұрын
Thank you very for this tutorial. Can you tell me which IDE you use?
@abhishekkrthakur3 жыл бұрын
vscode via code-server
@mahdihosseinali74923 жыл бұрын
But doesn't adding new users or movies break the system?
@trez64652 жыл бұрын
yep, CF doesn't solve cold start problem
@suhitsuklabaidya74973 жыл бұрын
Sir could you make a video on Information extraction from documents.
@hideweapon13613 жыл бұрын
love u from algeria
@atnguyenduy99333 жыл бұрын
thanks for your content! Can you tell me how to export file csv which has min RMSE? Thanks!
@jawaharlagisetty9532 жыл бұрын
Could you please send me fashion recommendation system idea if u have near you??
@Suraj-rb8kf3 жыл бұрын
How about starting a regular coding live stream on twitch or on youtube itself? (much like George hotz and tourist's stream; casual interaction over your fun projects like these) Please give it a thought.
@aymodaslacker88523 жыл бұрын
wowwww this is neat
@wabecerra23 жыл бұрын
Hello! Thanks for the great videos, they are very helpful. May I ask how to avoid overfitting the training set when creating entity embeddings in DNN? I just tried extracting the embeddings for a lightgbm and actually reduces my score on test.
@ephi1243 жыл бұрын
Abhishek, thank you very much for what you are doing. Can you please do multilable classification using BERT?
@canberkgulluoglu58623 жыл бұрын
can you share the code please, thanks
@55535y3 жыл бұрын
Where is the next video
@saiprasadambrale53693 жыл бұрын
Can we have a video on malaria detection using machine learning