The link of the image from books dataset has 'http'. To get the image properly after heroku deployment we need to change 'http' to 'https' in books dataset. Then again add the modified file back into heroku. It worked for me
avg_rating_df = ratings_with_name.groupby('Book-Title')['Book-Rating'].agg(lambda x: x.astype(float).mean()).reset_index() avg_rating_df.rename(columns = {'Book-Rating' : 'avg_rating'}, inplace = True) avg_rating_df Use these three lines while calculating avg_rating_df Because, taking mean fails as there are non- numeric types in ratings_with_name data frame
I was happy that I finally found an english video talking about this.. but then you started talking indian which I don't understand. This knowledge deserves to be in english so everyone might understand it.. thanks!
Hello sir the way of your explanation step wise is best way to understanding thanks for giving such projects explain you are truly good I have one question please explain In Recommend page we search books and submit to shows the 5 similarly books in this when we searching How to shows hidden books like if we just search Harry then search bar shows all Harry Potter movie and then we submit
Thank u very much Nithish Sir, it was wonderful project and ur explanation was Good. Aapke help se hi mera project complete huwa tqqq once again Bhai 😊🥳...
Best and fastest way of learning something is by seeing and doing its final product maine kabhi data science ke baare me nahi seekha bas ye project dekha aur banaya ab boht kuch samaj aa gaya iske baare me ek din me hi😅
I am getting this error: popular_df = pickle.load(open('popular.pk1', 'rb')) File "C:\Python312\Lib\site-packages\pandas\core\internals\blocks.py", line 2728, in new_block return klass(values, ndim-ndim, placement=placement, refs=refs) TypeError: Argument placement has incorrect type (expected pandas._libs.internals.BlockPlacement, got slice) Is it caused by older version of pandas.can i solve it by using older version of pandas?
Very informative video. Try clearing the cache it might work or change the extension from jpg to jpeg or png and it would be great if you could also upload the ipnyb file. Many thanks.
Hi Nitish, Great content, I have doubt in this video. How is this Collaborative Filtering? As per my understanding this is Content based filter, as you did create any relation between users. In Collaborative Filtering recommendation should be based on books liked by similar users, but not just similar books. Please correct me if my understanding is wrong.
The collaborative filtering-based approach you showcased is an excellent way to personalize recommendations and enhance the user experience. The the concepts and implementation was clear and insightful. Kudos! It's worth mentioning that ML is also widely used in the field of trading. It plays a crucial role in developing trading algorithms, analyzing market data, and making informed investment decisions. I'm trying to learn all possible applications out there, a similar video that has helped me understand more about ML - "Machine Learning for Options Trading | Options Trading Strategies" by QuantInsti. Anyway great job, looking forward for more content.
avg_rating_df = ratings_with_name.groupby('Book-Title')['Book-Rating']..mean(numeric_only = True).reset_index() The latest update in Pandas does not support in taking mean of object columns. To have the behaviour shown as in the video please set numeric_only = True inside the mean function.
IndexError Traceback (most recent call last) Cell In[71], line 1 ----> 1 recommend('Falling Leaves: The True Story of an Unwanted Chinese Daughter ') Cell In[69], line 3, in recommend(book_name) 1 def recommend(book_name): 2 # index fetch ----> 3 index = np.where(pt.index==book_name)[0][0] 4 similar_items = sorted(list(enumerate(similarity_scores[index])),key=lambda x:x[1],reverse=True)[1:5] 6 data = [] IndexError: index 0 is out of bounds for axis 0 with size 0 How will i solve this error please help
my pickle file is not loading it is showing File "C:\Users\Vishal Sharma\PycharmProjects\try\main.py", line 5, in popular_df = pickle.load(open('popular.pkl','rb')) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ModuleNotFoundError: No module named 'pandas.core.indexes.numeric' Can somebody help?
Bro in the live production environment does the end analysis is exported as pickle and then use in the website or live analysis is done based on the records in database
hi sir i try to run the app.py file but i get the error - Traceback (most recent call last): File "e:\Data Science Practice Jupyter\Book-Recommender system24\app.py", line 5, in popular_df = pickle.load(open('popular.pkl','rb')) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ModuleNotFoundError: No module named 'pandas.core.indexes.numeric' i try to fix this but nothing happen same error got every time. i use vs code because in pycharm error is related to flask. so please help me for this thankyou
How will you recommend books for those books which you didn't consider while applying the famous books filter? We don't have embeddings for those infamous books.
Sir, when I run my project, it is showing error: C:\Users\91913\AppData\Local\Programs\Python\Python311\python.exe C:\Users\91913\Downloads\B-R-S\app.py Traceback (most recent call last): File "C:\Users\91913\Downloads\B-R-S\app.py", line 5, in popular_df = pickle.load(open('popular.pkl','rb')) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ ModuleNotFoundError: No module named 'pandas.core.indexes.numeric'
Hi sir, agar mene recommend books me mene dataset ke bahr ka book search kiya to search krne ke bafh sidha index error btha rhaa he Lekin agar mene dataset ke bahr ka book search kiya to muje ek msg print hona chahiye ki "this book is not available" isliye kya krna pdega plz bthayiye sir....
Jupyter is a type pn notebook in which we can code and check the output cell by cell unlike the other code editors which run full code at a time.... jupyter notebook gives you the facility to run and check the output line by line ☺️..... Jupiter notebook is best for doing ML project and other projects
Sir, I was thinking of learinng Machine Learning but as I am not someone who is great at Math, should I start learning and how important is Math. And learning the Math needed for this is difficult.
The link of the image from books dataset has 'http'. To get the image properly after heroku deployment we need to change 'http' to 'https' in books dataset. Then again add the modified file back into heroku. It worked for me
how can we change http to https. please explain
@@shamna9525
new_ratings=final_ratings
def change_url(param):
if isinstance(param,str):
param=param.replace('http','https')
return param
new_ratings['new_Image-URL-L']=new_ratings['Image-URL-L'].apply(change_url)
@Shahzad Ali how can we add splash images?
@Shahzad Ali till how many months will the images be present?
Yes it removes the images
you made the project look so effortless. I wonder how much expertise I need to be that level
can u tell the pandas version bcz in the updated version there is a problem with loading pickle file No module named 'pandas.core.indexes.numeric'
@@VishalSharma-bz3fc
import pandas as pd
popular_df = pd.read_pickle('popular.pkl')
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
@@VishalSharma-bz3fcHi if u were able to successfully develope this project pls reply me I need ur help in error correction
@@VishalSharma-bz3fcimport pandas as pd and popular_df = pd.read_pickle('popular.pkl') use this instead
avg_rating_df = ratings_with_name.groupby('Book-Title')['Book-Rating'].agg(lambda x: x.astype(float).mean()).reset_index()
avg_rating_df.rename(columns = {'Book-Rating' : 'avg_rating'}, inplace = True)
avg_rating_df
Use these three lines while calculating avg_rating_df
Because, taking mean fails as there are non- numeric types in ratings_with_name data frame
Thanks buddy
Thanks a lot brother i've wasted my 3hours in that
thanks a lot bro
ur comment should be pinned ASAP
Thanks buddy.
These projects are really good for practice.
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
Very well explained. Thank you sir for your efforts 😊❤️
You are truely our well wisher sir . Thanks a lot 😊
Thank you bhaiya it helped me alot in my college minor project.
I was happy that I finally found an english video talking about this.. but then you started talking indian which I don't understand. This knowledge deserves to be in english so everyone might understand it.. thanks!
Best project of data science 🙂
Thank You Sir
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
Hello sir the way of your explanation step wise is best way to understanding thanks for giving such projects explain you are truly good
I have one question please explain
In Recommend page we search books and submit to shows the 5 similarly books in this when we searching How to shows hidden books like if we just search Harry then search bar shows all Harry Potter movie and then we submit
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
The way you explain is awesome👍🏻
Really thankful to you for this explanation of the html code
This is helpful for deployment purpose !
Very thnkfull to campusX for this tutorial !
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
@@lightsacross4663kya aapka deploy ho gya?
Thank u very much Nithish Sir, it was wonderful project and ur explanation was Good. Aapke help se hi mera project complete huwa tqqq once again Bhai 😊🥳...
Bhai API bhej na iska
Thanks, sir, Also pls make a complete end to end project on AI Content generator using ML and NLP..
Best and fastest way of learning something is by seeing and doing its final product maine kabhi data science ke baare me nahi seekha bas ye project dekha aur banaya ab boht kuch samaj aa gaya iske baare me ek din me hi😅
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
@@lightsacross4663 yes it was really easy project what happened?
I am getting this error:
popular_df = pickle.load(open('popular.pk1', 'rb'))
File "C:\Python312\Lib\site-packages\pandas\core\internals\blocks.py", line 2728, in new_block return klass(values, ndim-ndim, placement=placement, refs=refs)
TypeError: Argument placement has incorrect type (expected pandas._libs.internals.BlockPlacement, got slice)
Is it caused by older version of pandas.can i solve it by using older version of pandas?
Thank you sir, it helped me in my project
Which algorithms use in this project?
Thanks sir, easy language
Very informative lecture for recommedation system. Thank you so much
Great explanation! Thanks sir 👍
Great informative project,
Would like to know the evaluation methods for the system and how to implement
thank you
🙂
did u get to know about evaluation method?
Dhanyavaad . Nitish Sir OP !
Which algorithm is use in here?
Very informative video. Try clearing the cache it might work or change the extension from jpg to jpeg or png and it would be great if you could also upload the ipnyb file. Many thanks.
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
sir, hybrid wala video bhi banaye please. Topic bohot interesting lagti he
If a user has not rated/read a book, why are we assigning a rating of 0??. Doesn't that assign a low rating to the unread book?
Please explain :(
Hi Nitish,
Great content, I have doubt in this video.
How is this Collaborative Filtering?
As per my understanding this is Content based filter, as you did create any relation between users.
In Collaborative Filtering recommendation should be based on books liked by similar users, but not just similar books.
Please correct me if my understanding is wrong.
wowww just wowww sir..great explanation...
Waah Bhai.. Maast Hai 🔥🔥❤️👌👍😊
Excellent video very informative.
Good work keep it up!
Wow, this is exacly what I need to practice my ml. Thankss
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
keep it up, :) , I learnt a lot of things from this video.
`value_counts` could be used at @24:30
⚠️Index Error Solved ⚠️
Code ---->
index = np.where(pt.index==book_name) [0]
index = index[0]
Thanks for the project brother❤
i hava problem in loading dataset can you help me
Then also I am getting an error in index
Thanks a lot bro, super helpful.....😇
Great project for data science🙂✌👍
sir please do a project on healthcare dataset.
Thanks Alotttttt I watched it 8 times
The collaborative filtering-based approach you showcased is an excellent way to personalize recommendations and enhance the user experience. The the concepts and implementation was clear and insightful. Kudos! It's worth mentioning that ML is also widely used in the field of trading.
It plays a crucial role in developing trading algorithms, analyzing market data, and making informed investment decisions. I'm trying to learn all possible applications out there, a similar video that has helped me understand more about ML - "Machine Learning for Options Trading | Options Trading Strategies" by QuantInsti.
Anyway great job, looking forward for more content.
avg_rating_df = ratings_with_name.groupby('Book-Title')['Book-Rating']..mean(numeric_only = True).reset_index()
The latest update in Pandas does not support in taking mean of object columns. To have the behaviour shown as in the video please set numeric_only = True inside the mean function.
ye project m aapne konse type ki machine learning ka use Kiya h
Supervise , unsupervise, ya fir koi or?
Which algorithm is used in this project?
great ..i just love it bro ..
31:26 is showing an error.
KeyError: "['Book-Author', 'Image-URL-M'] not in index"
Same error ... How did you resolved it...?
Try using render for deployment, thank me later:)
How can i use it as heroku is charging money
@@SpaceShip933 render pe krdo deploy
@@amish8651 did you do it? Mere isme- not found bata raha tha deploy karne ke baad, shayad requirements.txt file aur gunicorn ki vajah se hua tha
@@SpaceShip933 haa bhai poori heroku jese hi steps follow kro
@@amish8651 nahi ho raha
Sir, I have an humble request is that, I want you to make a very detail(from scratch) of music recommendation system 🙏
good video!
I was expecting if Machine learning or deep learning models could be used!
May I know which mic you are using?
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
how to check accuracy of this model ?
reply fast please
very nice project sir .....
hi bro, great learning experience.. just on question, can we use SVD or SVD ++ here??
Your tutorial is really impressive can u make an content recommend system in Android application ....,?plzz
Nice tutorial. Please can you make a video where you evaluate (hit, ndcg, recall) this recommender system?
hi can u please help me with how i can evaluate the model?
IndexError Traceback (most recent call last)
Cell In[71], line 1
----> 1 recommend('Falling Leaves: The True Story of an Unwanted Chinese Daughter ')
Cell In[69], line 3, in recommend(book_name)
1 def recommend(book_name):
2 # index fetch
----> 3 index = np.where(pt.index==book_name)[0][0]
4 similar_items = sorted(list(enumerate(similarity_scores[index])),key=lambda x:x[1],reverse=True)[1:5]
6 data = []
IndexError: index 0 is out of bounds for axis 0 with size 0
How will i solve this error please help
Love you Nitish✨❤️
Such a nice explanation Sir!!💯
Sir, please make the detailed video on how to make job recommendation system just like linked in use
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
my pickle file is not loading it is showing
File "C:\Users\Vishal Sharma\PycharmProjects\try\main.py", line 5, in
popular_df = pickle.load(open('popular.pkl','rb'))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
ModuleNotFoundError: No module named 'pandas.core.indexes.numeric'
Can somebody help?
Did you solve it now??
@@abhishekrawat8074 convert the pickle file to dictionary first then it will load in pycharm
hey did you solved it??
@@aakashshah8941 convert the file to dictionary file first after which when u will open the pickle file in pycharm it will work properly
Bro in the live production environment does the end analysis is exported as pickle and then use in the website or live analysis is done based on the records in database
Make end to end project on computer vision like object detection or any other
Sir, if there is any possibility to make a project on " SEMANTIC TEXTUAL SIMILARITY(Prediction between 0-1)", then please make on this. Thank You.
Hi if u were able to successfully develope this project pls reply me I need ur help in error correction
Sir please tell deployment process other than heroku as it is no longer accessible for free users
sir i have a doubt as I am following same steps but in starting only its coming (Books is not defined ) sir please help me out
At 53:57 please check the video it has some editing issues.
Awesome 👍👍
Sir how display the book is not found
What is mean by performing EDA ?
Bhai kya aap job kr rhe ho ya pehle krte the, please apne baare mai btao
About your industry experience etc.
Sir I am not able to access pickle file in my web app shows error
Reason why image is not loading:
You have to put your local path on the image src="{{"imagenme.png", folder_path}}"
how to set it?
Where to put this code line?
Can we use your projects in our project portfolio after performing same project along with your project ?
sir, please make a video on how to draw decision boundaries for decision trees. There was no proper video on youtube about these.
Sir Jinja for loop is working fine in flask app but on browser it is not working at all
It's showing that np is not defined and giving the error
I am facing this error
popular_df = pickle.load(open('popular.pkl', 'rb'))
ModuleNotFoundError: No module named 'pandas.core.indexes.numeric'
did you get any solution for this
Great Project
sir please make a video on ecommerce product recommendtion like amazon
Can you please provide the block diagram for this project
shukriya bhai🙏
Hi nitish!, i wish you can make a video tutorial on POI recommedation
Thank you sir, nice project but can you add subtitle next time ?
I am writing the same code as yours but still my website is behaving different why
hi sir i try to run the app.py file but i get the error -
Traceback (most recent call last):
File "e:\Data Science Practice Jupyter\Book-Recommender system24\app.py", line 5, in
popular_df = pickle.load(open('popular.pkl','rb'))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
ModuleNotFoundError: No module named 'pandas.core.indexes.numeric'
i try to fix this but nothing happen same error got every time.
i use vs code because in pycharm error is related to flask.
so please help me for this thankyou
Hi thnq so much for the video
Can u reply me ASAP
how to find how good the model is doing good?
I have made product recommendation system like you and have made multiple functions for multiple products so how can I recommend that products
How will you recommend books for those books which you didn't consider while applying the famous books filter? We don't have embeddings for those infamous books.
Amazing ❤️
Sir, when I run my project, it is showing error:
C:\Users\91913\AppData\Local\Programs\Python\Python311\python.exe C:\Users\91913\Downloads\B-R-S\app.py
Traceback (most recent call last):
File "C:\Users\91913\Downloads\B-R-S\app.py", line 5, in
popular_df = pickle.load(open('popular.pkl','rb'))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
ModuleNotFoundError: No module named 'pandas.core.indexes.numeric'
did you find how to resolve this issue?? pls tell me, i am also stuck there...
please reply
have you installed pandas and pickle in terminal ?
Sir This Machine learning project comes under which algorithm?
Hi sir, agar mene recommend books me mene dataset ke bahr ka book search kiya to search krne ke bafh sidha index error btha rhaa he
Lekin agar mene dataset ke bahr ka book search kiya to muje ek msg print hona chahiye ki "this book is not available" isliye kya krna pdega plz bthayiye sir....
what is juypter? and what to do can somebody explain
Jupyter is a type pn notebook in which we can code and check the output cell by cell unlike the other code editors which run full code at a time.... jupyter notebook gives you the facility to run and check the output line by line ☺️..... Jupiter notebook is best for doing ML project and other projects
@CampusX I am facing the below error while running the file
Sir,
I was thinking of learinng Machine Learning but as I am not someone who is great at Math, should I start learning and how important is Math. And learning the Math needed for this is difficult.
finished watching
Bro on What Basis This Recommendation system Recommends books?
how can I get the dataset? please help
project is good. but if you spoke english you can cover wiide set of audience
How to add hyperlinks so that it leads back to the product in recommendation system
bro cant we create pivote tabel instead doing these filtering
How to calculate accuracy and confusion metrics in this system
Please Upload A video on Mutual Friend Recommendation system like facebook