loved your video. I would have really liked for you to spend more time explaining the latter part of your code with the same level of details that you did for the ED portion. Also, perhaps make the closed captions smaller. I've also seen some youtubers, inlaying themselves inside the video as they talk. I think that makes it more personal. Great video.
Great Video, learnt alot Here are my feedbacks: 1. Please don't play the background music or make is really low in volume 2. Please don't add in-video captions, rather embed in captions, as most of the time the Text was covering important piece of information
@@SatyajitPattnaik no I just copy the code and Install all requirements and finally i can run the flask platform. But after enter the review it cant predict. So on which model I need to check
So, I am new in the field of data however, I have few things which i need more clarity on and that is feature selection, model selection and checking relationship of variables using hypothesis testing. Please make a video it would be a great help.
I have a doubt, if the rating will be a continuous variable (between -1 to 1) and we need to classifiy problem with three feedbacks of positive (+1), negative (-1) and neutral (0), then how can we define the range of continuous values used to transform into these labels. Should we just randomly make guess like -0.2 to 0.2 -> 0, 0.2 to 1.0 ->1 and -1.0 to -0.2 -> -1, or there is some specific method for this?
Sir as we know Sentiment Analysis can be done by 3 approaches, lexicon based approach, ML based approach and Pre-trained transformer based approach. Sir can you make a video on how make an end-to-end sentiment analysis project with pre-trained transformer based approach.
sir i have totally 2 years of IT experinece 1.5 on azure and remaining on python and also basic information i know in nlp how can i proceed with nlp developer can you guide me and which projects is suitable for my resume
The landing page is working just fine, but when we give the input data as a string ( single sentence) or CSV file, the predict button is not working. There's no predction showing someone help me?
kindly tell from where I can find more such dataset to work upon. Also please inform us about the piece of codes to run different analysis techniques. I want to apply these techniques in my internship , it would be a great great help to strengthen my CV. Kindly help. Thank you
Really Amazing project. I have a request to you sir to make a video on a project to scrape google news (whole articles both hindi and english) based on multiple keywords, and then conduct the sentiment analysis of those scraped articles with categories “Positive, Negative and Neutral”.
@@ayushrawat7951 need to work on the model, seems the model is having a bit of overfitting problem, try to take the model and perform some SMOTE operations
@@I-Umer after applying smote, it is little bit improved but still if it write "I am not happy with this product and will not recommend it to anyone" It is showing positive here
@@SatyajitPattnaik i did some hypertuning on randomforest and it is working fair. still needs improvements. I guess the problem is that there isnt enough negative data for the model to learn properly.
@@SatyajitPattnaikSir, I'm into software testing, Could you please do how to test chatbots, summarizations of emails,files, video, creating new contents based organisation data, testing tools etc.
I’m a total beginner 😅, from linguistics background and I need a project that helps me to be enrolled in Computational linguistics masters program. And how can I documents my projects. Thanks in advance
Hi satyajit I am a final year data science student i was looking for a similar sentiment analysis project for my major project but I have a different thought like we are going to paste the link of the amazon product reviews section on the input section expecting a output of sentiments like positive negative and neutral in the form of graphs ior pie chart of the reviews of that particular product and we proposed to do this analysis Using bert model . I have seen many videos in the youtube they are give sentiment analysis on complete reviews data but we are expecting for particular product and it should work for all the amazon product Can please help us by doing this project. It will be a great help for us Thanks in advance
Sir, im a college student and want to do a project... Need a project which will compare the products especially beauty products and use Web scraping for getting reviews from any platform and use data visualization to view the comparison if web scraping is not possible at least with related data set
While running this using the uploading csv file it will not showing the graph result it is showing the error "starting a matplotlib GUI outside of the main thread will likely fail" Can anyone solve my error?
Waiting for 3 weeks but did you put some efforts to post this on Linkedin or any other group? I spend hours to build projects and few hours to shoot and edit, theres a give and take policy, if i dont get the minimum requirements, then what should i do?
@@SatyajitPattnaik Today is the last date to submit our resume for placement drive 😔 Previously i was working on a project for last 2 weeks but it will take some more time so i thought of copying some good projects for now...N i got this good one but some minor issue 😅 couldn't fix it
Hello Satyajit, I am an experienced Data scientist having almost 3.5 yrs of experience in ML domain. Looking for the portfolio project in NLP in any of the trending area. Please suggest me a good one.
Hey man I did the exact process as mentioned on your github , I cloned the repo in my vs code , created the conda env and ran the flask api.py query and when I try to input any string on the website , no output is being shown , please help
@@thakuraryansingh3085 This project worked well and then files are provided, if it doesnt work, pls debug or else report an issue on github repo, i will check
@@NIKHIL-qm5ow why arent you trying to solve it by yourself, the issue is because of imbalanced y variable, just try smote, smoteenn by yourself and see if it solves the problem
Hi sir, I really appreciate the efforts made by you. Could you please help me with the CORS error(403 Forbidden) i am getting on the predict api. I've added the necessary headers as well but it's not working. Do i need to send auth token or any required parameter to the api. Thanks!
the model is not showing any negative sentence as a negative sentiment, due to unbalanced data, how to deal with it , also the graph result is not showing for the bulk prediction... please provide the help
Thank you sir, I learnt a lot from your video but I have an error which is the feedback part is not giving me feedback negative or positive when i press the predict button. Pls respond.
Sir while running your code I am getting following error. 127.0.0.1 - - [27/Apr/2024 14:38:01] "OPTIONS /predict HTTP/1.1" 200 - Can you please helm me in resolving this issue?
Hi Satyajit, I am working as a Project Manager with 18+ years of experience. I am looking to learn and shift my career in AI/Gen AI. Please suggest what projects should i showcase in my portfolio
Sir you didn't show us the test case by uploading the csv file in this video. Why sir is there any problem in the code. Will this code successfully run when we uplaod csv file?
i am having this error while loading data in jupyter file. how can i resolve this issue? UnicodeDecodeError: 'utf-8' codec can't decode byte 0x92 in position 923: invalid start byte.
I am civil engineer graduate in 2021 i want to go in data analyst role which type of project should i do and mention in my resume???? please answer sir
I opened the models files and it got an error. Can you guide me to open these files and you don't explain xgboost in this, please reply me as soon as possible.
@@smartteaminfinity When we are making request for the /predict the method was not allowed for the requested url, right, this was due to multiple request being made to /predict from multiple origins, the two templates to be precise, The solution, use flask_cors in your api file as it deals with Cross-Origin Resource Sharing.
Hello im Ankush Prajapati. Recently passed out from mechanical background and i want to shift my domain into data analyst so it might be greatful if u help me or guide me
@@SatyajitPattnaik Sir, I would like to join your Guided mentorship internship. I have already shared my CV. I would like to learn new things from you and improve my skillset. I am hoping to hear from you soon.
I am a DS fresher, I have an interview with Target India. Which projects will help me to perform better in the interview? Can you give please a specific example?
Hi, I am Rudrani I have bachelors in Electrical Engineering, working in a MNC with experience of 2.9 years, worked in SAP Commissions, Snowflake and Azure, I want to shift my career in ML and AI
Sir I'm in my Btech 3rd year of college, and my background is Artificial intelligence and Data science, and I want to do some internship and do some real world projects for my knowledge. Suggest me some thing that's help me for my future. Thank you 🙏😊
Run the api.py (python api.py) by going to the directory, its working fine!!
its not sir
Plz don't play background music
stfu, background music needed
This music made me sleepy 😴
yes no music please ,its disturbing.
Yess music Ke vja se awaj bhi nhi sun rhi
Baki video bht helpful hai
Please stop the Background Music, it is distracting from the main content
loved your video. I would have really liked for you to spend more time explaining the latter part of your code with the same level of details that you did for the ED portion. Also, perhaps make the closed captions smaller. I've also seen some youtubers, inlaying themselves inside the video as they talk. I think that makes it more personal. Great video.
Thanks for the tip!
Great Video, learnt alot
Here are my feedbacks:
1. Please don't play the background music or make is really low in volume
2. Please don't add in-video captions, rather embed in captions, as most of the time the Text was covering important piece of information
Sir, can you please specify the versions of the libraries and dependies
Since XG Boost and scikit learn will conflict always.
33:58 bro I just enter the details and click on predict. It won't show the results. What i do
Did you get an error?
@@SatyajitPattnaik no I just copy the code and Install all requirements and finally i can run the flask platform. But after enter the review it cant predict. So on which model I need to check
did it work for you?? let me know if it did??
@@aankitaaa hey, did uh do this project?pls reply
waiting for different different data science end to end video 🙌👍👌
So, I am new in the field of data however, I have few things which i need more clarity on and that is feature selection, model selection and checking relationship of variables using hypothesis testing. Please make a video it would be a great help.
This is Great I Loved the most EDA portion the detail is so amazing and intuitive🥰
I want to add more feature in this like detection of language and key phrases also
Anything and everything can be done 😀
You did good for us thanks with big ❤
I have a doubt, if the rating will be a continuous variable (between -1 to 1) and we need to classifiy problem with three feedbacks of positive (+1), negative (-1) and neutral (0), then how can we define the range of continuous values used to transform into these labels. Should we just randomly make guess like -0.2 to 0.2 -> 0, 0.2 to 1.0 ->1 and -1.0 to -0.2 -> -1, or there is some specific method for this?
What is the use already rating tells us whether positive or negative easily
Sir as we know Sentiment Analysis can be done by 3 approaches, lexicon based approach, ML based approach and Pre-trained transformer based approach. Sir can you make a video on how make an end-to-end sentiment analysis project with pre-trained transformer based approach.
Sure
Could you not use encoding instead of vectorisation to covert text to numerical data
Yes could have
sir i have totally 2 years of IT experinece 1.5 on azure and remaining on python and also basic information i know in nlp how can i proceed with nlp developer can you guide me and which projects is suitable for my resume
sir thank you so much for the project!!!
sir would it work with other dataset?
The landing page is working just fine, but when we give the input data as a string ( single sentence) or CSV file, the predict button is not working. There's no predction showing someone help me?
@@smartteaminfinity the issue is already raised, we are fixing it!!
kindly tell from where I can find more such dataset to work upon. Also please inform us about the piece of codes to run different analysis techniques. I want to apply these techniques in my internship , it would be a great great help to strengthen my CV. Kindly help. Thank you
hello ... i am not getting pridiction result....pls reply
waiting for more Data engineering end to end projects!💫
I have a small doubt what if a mixed comment comes like it was great for one month and now its not working
Really Amazing project.
I have a request to you sir to make a video on a project to scrape google news (whole articles both hindi and english) based on multiple keywords, and then conduct the sentiment analysis of those scraped articles with categories “Positive, Negative and Neutral”.
Sir, it is showing "Positive" In negative feedback
@@ayushrawat7951 need to work on the model, seems the model is having a bit of overfitting problem, try to take the model and perform some SMOTE operations
did you solve the issue? I am having the same problem.
@@I-Umer i will check tomorrow
@@I-Umer after applying smote, it is little bit improved but still if it write "I am not happy with this product and will not recommend it to anyone" It is showing positive here
@@SatyajitPattnaik i did some hypertuning on randomforest and it is working fair. still needs improvements. I guess the problem is that there isnt enough negative data for the model to learn properly.
waiting for more such projects !
What project u need, be specific and i can prepare 💪
@@SatyajitPattnaikSir, I'm into software testing, Could you please do how to test chatbots, summarizations of emails,files, video, creating new contents based organisation data, testing tools etc.
thankyou sir for this amazing video
is this prediction only for the alexa product?
Amazing !!, very helpful, more complex projects please.
I’m a total beginner 😅, from linguistics background and I need a project that helps me to be enrolled in Computational linguistics masters program. And how can I documents my projects. Thanks in advance
prediction not working ..it shows the CORS error or just shows FileNotFoundError: [Errno 2] No such file or directory: 'model_xgb.pkl'
thank you sir amazing video
I'm a fresher from statistics background and completed a 6 month data science internship. I'm currently working on projects and looking for a job.
how did you land a data science internship
It was a great learning with you 👍
Wow! What an amazing project. You are a cool teacher too.
For the data balancing I am going to use the SMOTEENN technique.
i have tried it...but i am not getting the output..can you guide me through it if you have got the final output?
very informative and catchy tutorial. can you please share dataset link to practice on !
Check description
Hi satyajit I am a final year data science student i was looking for a similar sentiment analysis project for my major project but I have a different thought like we are going to paste the link of the amazon product reviews section on the input section expecting a output of sentiments like positive negative and neutral in the form of graphs ior pie chart of the reviews of that particular product and we proposed to do this analysis Using bert model .
I have seen many videos in the youtube they are give sentiment analysis on complete reviews data but we are expecting for particular product and it should work for all the amazon product
Can please help us by doing this project. It will be a great help for us
Thanks in advance
Sir, im a college student and want to do a project... Need a project which will compare the products especially beauty products and use Web scraping for getting reviews from any platform and use data visualization to view the comparison if web scraping is not possible at least with related data set
While running this using the uploading csv file it will not showing the graph result it is showing the error "starting a matplotlib GUI outside of the main thread will likely fail" Can anyone solve my error?
Give answer to my problem asap
did you solve error?
sir, can you share me the code part and dataset! waiting for 3 weeks
Waiting for 3 weeks but did you put some efforts to post this on Linkedin or any other group?
I spend hours to build projects and few hours to shoot and edit, theres a give and take policy, if i dont get the minimum requirements, then what should i do?
I will release the code to you, ping me personally on LinkedIn
sir I'm not getting prediction result its not working that front end part
What is the error
@@SatyajitPattnaik sir not getting anything in the prediction result part
\
@@arunbarikxyzvlogs999 i will fix it by tomorrow!!
@@SatyajitPattnaik Today is the last date to submit our resume for placement drive 😔
Previously i was working on a project for last 2 weeks but it will take some more time so i thought of copying some good projects for now...N i got this good one but some minor issue 😅 couldn't fix it
@@mohammedfaiz7350 thanks a lot gem 💎
i have error for template not found ....how to i recover pls tell me bro
Sir i want to take this project to some other level like I want to add some new things and remove the API part so can u please help me?
Join our communities and you can ask me, personally i can't commit to help you on 1-1 basis, but on communities I might respond :)
Hello Satyajit, I am an experienced Data scientist having almost 3.5 yrs of experience in ML domain. Looking for the portfolio project in NLP in any of the trending area. Please suggest me a good one.
Resume extraction, then skill matching with JDs and giving resume scores
Hey man I did the exact process as mentioned on your github , I cloned the repo in my vs code , created the conda env and ran the flask api.py query and when I try to input any string on the website , no output is being shown , please help
@@aryan8893 i just tested it 2 days back and the code works fine, pls check your logs on the exact reason of failure
prediction button is not working plz help!!
I have had downLoaded the files and installed the requirements, but its not predicting the result. Kindly check upon it.
@@thakuraryansingh3085 This project worked well and then files are provided, if it doesnt work, pls debug or else report an issue on github repo, i will check
@@SatyajitPattnaik i've reported on it
@@thakuraryansingh3085 bro is it resolved. pls advice what to do
@@thakuraryansingh3085 u got output??
@@NIKHIL-qm5ow why arent you trying to solve it by yourself, the issue is because of imbalanced y variable, just try smote, smoteenn by yourself and see if it solves the problem
Hi sir, I really appreciate the efforts made by you. Could you please help me with the CORS error(403 Forbidden) i am getting on the predict api. I've added the necessary headers as well but it's not working. Do i need to send auth token or any required parameter to the api. Thanks!
i am getting the same error...is your problem solved..if yes can u tell the solution for this
the model is not showing any negative sentence as a negative sentiment, due to unbalanced data, how to deal with it , also the graph result is not showing for the bulk prediction... please provide the help
We have to balance the data using smote, smoteenn etc concepts
bro are you getting any o/p in the prediction section
@@arunbarikxyzvlogs999 the model and code will be updated soon, have some patience
I hope we can get the code as soon as possible 🎉
Sure, help to spread the video on Linkedin and other groups and i will share the codes ASAP 😍
Thank you sir, I learnt a lot from your video but I have an error which is the feedback part is not giving me feedback negative or positive when i press the predict button. Pls respond.
is it resolved, now; i pinged sir about.
Its funny bcox just like the project he is also not responding
Sir I am a third year engineering student , what nlp project should I do for my resume?
Resume parser, next work prediction, chatbots, rec systems
Great explanation
Sir while running your code I am getting following error. 127.0.0.1 - - [27/Apr/2024 14:38:01] "OPTIONS /predict HTTP/1.1" 200 - Can you please helm me in resolving this issue?
Did you solve it?
@@shreyachaudhary431 did yours code work, i facing difficulty in predicting part
I am third year student trying to build my resume/portfolio strong, please suggest me 3 to 4 project of Data science
The predict button is not working, can anyone help !!
@@nilaysingh5168 its working and we have tested it multiple times 😀
@@SatyajitPattnaik its not
@@getsurprisedtricks4246 i will check over this weekend and see if it works or fails!!
Assalamualaikum sir can u please run this code by adding csv and prdict that and predict by graph .u add that div but can't run it
i am also trying , can you help me? i can pay money plss i need help
Hi Satyajit, I am working as a Project Manager with 18+ years of experience. I am looking to learn and shift my career in AI/Gen AI. Please suggest what projects should i showcase in my portfolio
Thank you for the video, Sir i am facing a issues with the predict button after typing the text in the box, It is unable to predict
same i also cant able to predict
I also am having this issue. Did you figure out the solution?
Can you do a Sentimental analysis project on voice data
Sure, next week 💪
Sir how can I contact with you?
Sir, I am a non-technical student currently learning data analytics. Could you please suggest some projects that I can include on my resume?
Sir you didn't show us the test case by uploading the csv file in this video. Why sir is there any problem in the code. Will this code successfully run when we uplaod csv file?
hey did it work??
I didn't tried
i am having this error while loading data in jupyter file. how can i resolve this issue?
UnicodeDecodeError: 'utf-8' codec can't decode byte 0x92 in position 923: invalid start byte.
Try googling it, its because of the unicode problem, you need to change the encoding technique while reading the file
@@SatyajitPattnaik i m trying but its making file data NaN
@@saharsahar1238 you need to find a way to fix it yourself 😀
Can you please paste link of dataset from where you download this ?
Links are in description, no idea about the original dataset, i dont remember it 😀
Hi sir, it was a great video. Can you provide a code for amazon product review in python and method of laxicon and machine learning please 🙏
I am civil engineer graduate in 2021 i want to go in data analyst role which type of project should i do and mention in my resume???? please answer sir
@@rizwan1396 if you are a complete fresher, then you can pick any domain projects and show it in your resume
I opened the models files and it got an error. Can you guide me to open these files and you don't explain xgboost in this, please reply me as soon as possible.
@@CôngThànhA1Dương this is not a tutorial video, its a project video hence explanation of models are not a part of it, btw what error are you getting?
@@SatyajitPattnaik When I open the models .pkl file, it only shows binary code that I can't understand. Can you guide me to open the file?
@@CôngThànhA1Dương you cant open a .pkl file, pls try to see the code how i created the .pkl file
@@SatyajitPattnaik Could you tell me the version of the famework in the Requirment file?
@@SatyajitPattnaik helloooo?
could u plz do a project on web scraping and data extraction in nlp plz
@@michaeljayanth6182 web scraping with nlp? What is this request 😀
hi i cloned your repository and loaded your project and runned in my systemas localhost but after clicking predict button nothing is happening
Same thing happened for me. Did I figure out the issue?
Are you running the api.py file or main.py?
api file I think
@@virinchinandamuru1437 yes its api.py, people dont read the project ReadMe properly
great teaching!
My flask app is not showing predictions
Please help
bro is it resolved now
How???
Just use api.py
@@AkshatChaudhary-fe3vvhow you resolved it?
@@smartteaminfinity When we are making request for the /predict the method was not allowed for the requested url, right, this was due to multiple request being made to /predict from multiple origins, the two templates to be precise, The solution, use flask_cors in your api file as it deals with Cross-Origin Resource Sharing.
amezing 👌
Sir kaya mein ye project Data science ke interview mein dikha sakta hu ?
nice explanation
I'm a data science fresher please guide me for portfolio project
Awesome video
Thee predictt button is not working. Please help me bro
@@UdaykiranPutta it has been checked multiple times and the code runs perfectly fine
Press CTRL+C to quit
127.0.0.1
[15/Oct/2024 00:43:51]
127.0.0.1
[15/Oct/2024 00:43:51] "
"GET / HTTP/1.1" 200
127.0.0.1
[15/Oct/2024 00:44:13]
GET /assets/img/favicon.ico HTTP/1.1" 404
127.0.0.1
[15/Oct/2024 00:44:15]
"OPTIONS /predict HTTP/1.1" 200 "OPTIONS /predict HTTP/1.1" 200
127.0.0.1
[15/Oct/2024 00:44:15]
"OPTIONS /predict HTTP/1.1" 200
127.0.0.1
[15/Oct/2024 00:44:16]
"OPTIONS /predict HTTP/1.1" 200
127.0.0.1 -
[15/Oct/2024 00:46:10]
"OPTIONS /predict HTTP/1.1" 200 "OPTIONS /predict HTTP/1.1" 200
QL
127.0.0.1
[15/Oct/2024 00:46:40]
I am getting this in command prompt and no output in website bro
Hello im Ankush Prajapati. Recently passed out from mechanical background and i want to shift my domain into data analyst so it might be greatful if u help me or guide me
Sure ping me on whatsapp 8237040802
Impressive Sir !! Loved it
Hi @satyajit ji Im a fresher for Data science and having 10+ experience from insurance background kindly let me know what to be done
Can comment after seeing your resume, you can ping me at WhatsApp 8237040802
Can you please remove background music from this video and upload it again ? It is so much irritating.
Sir, there are very less opportunity in the field of data science and data analysis for a fresher. Can you help me?
Try with different resumes specific to a JD, moreover job market will be down till Jan, keep trying
@@SatyajitPattnaik Sir, I would like to join your Guided mentorship internship. I have already shared my CV. I would like to learn new things from you and improve my skillset. I am hoping to hear from you soon.
Sir iam getting positive for any review
Is the issue solved?
excellent video
Thanks!
Can someone share dataset link
I am a DS fresher, I have an interview with Target India. Which projects will help me to perform better in the interview? Can you give please a specific example?
Send me the JD
While explaining avoid or remove music it is so noisy
Check an end to end Gen AI project: ua-cam.com/video/gXLweo7oMWA/v-deo.html
Hi, I am Rudrani I have bachelors in Electrical Engineering, working in a MNC with experience of 2.9 years, worked in SAP Commissions, Snowflake and Azure, I want to shift my career in ML and AI
My predict option not working
did it work?
please reply if it worked.
@@aankitaaa is it working??
need sarcasm detection for same dataset
Good use case, will see if i can do this 😀
need healthcare department end to end project
@@AshishGupta-e7y sure, what exactly do you want, deep learning projects or data analysis projects or dashboards
Sir I'm in my Btech 3rd year of college, and my background is Artificial intelligence and Data science, and I want to do some internship and do some real world projects for my knowledge. Suggest me some thing that's help me for my future. Thank you 🙏😊
Ping me on linkedin with your resume
@@SatyajitPattnaik yes sir I just want to send my resume through LinkedIn but I can't because of LinkedIn premium , Can I share my resume in mail??
Please remove background music. It divert our focus.
@@sonujack1 sure, noted
its not giving answers.
Please help
Are u running api.py or main.py?
Please can you share the source code
it does not work
Plz Share the HTML, CSS File !!!!
@@sahilkewat4751 Please check the description, entire code base is provided