Project 9. Heart Disease Prediction using Machine Learning with Python | Machine Learning Projects

[@Siddhardhan]

Dataset link: drive.google.com/file/d/1CEql-OEexf9p02M5vCC1RDLXibHYE9Xz/view?usp=drivesdk

[@nainaali3796]

Please provide dataset for homeopathic expert system chatbot

[@nainaali3796]

OR how to write dataset for homeopathic chatbot Please help

[@srinivasmss9466]

Nice explation

[@dreamcapture922]

How to buil this project web application

[@chesshacks]

can you provide project report for this please

[@goofy0811]

I am a beginner with Python and really like the simple way in which you have explained all the steps to perform in this project. Thank you so much for this.

[@Siddhardhan]

You're most welcome 😇 happy to help

[@talhaahsan6808]

@@Siddhardhan Hi, I am also a beginner in python.. My final year project is also somehow related to it... I would like to seek some help from you regarding that..Your way of explanation is very good.. Please kindly share where I can contact you incase of assistance..✨☺️

[@izhaarkhan9913]

@@talhaahsan6808 hey bro im doing the same project is there some way we can get in touch and discuss

[@harsh00721]

@@Siddhardhan NameError: name 'np' is not defined how to solve this error, pls tell

[@abhishekbarua2508]

just completed the 2 starting projects...feeling a hudge relief for better understanding...u made it so simple that every ground level can understand it...Thank you so much brother...Lots of blessings will shower on u ..Thank u for everything 😇😇😇😇😇

[@midnightpurple555]

This is my introduction to AI and honestly it was so easy to understand. Thank you.

[@azrflourish9032]

Thank you especially for 'Making predictive system' part!

[@Siddhardhan]

You're very welcome!😇

[@VipulAnand123]

@@Siddhardhan sarcasm tha 🤡

[@RoyalRealReview]

@@Siddhardhan Sir plz resolve my confusion 🙏. As I want to publish the research paper in the same i.e. Heart disease prediction using machine learning but the problem is that already using these models papers have been published so how mine will differentiate from others. Hope you will resolve my doubt as soon as possible. Thanks in advance ☺

[@RoyalRealReview]

@@Siddhardhan I got 100% accuracy by using random forest classifier for same dataset as used by you . Sir have I done something wrong?

[@md.riazhossain2412]

@@RoyalRealReview Hello, brother, can you help me out regarding this project? I am going through some problem.

[@miranmahmud193]

Thanks. I’m a beginner, the explanation was helpful for me.

[@dnagardhankar]

If you are getting this warning- UserWarning: X does not have valid feature names, but Logistic Regression was fitted with feature names warnings.warn( change X_train and Y_train to X_train.values() and Y_train.values()

[@utkarshrawat5697]

yes iam getting that

[@rohitgautam8597]

In which line of code ??

[@raveenachakrapani1090]

Precise and clear. Thanks a lot. Very useful.

[@Siddhardhan]

Glad it was helpful!😇

[@RA_S_EL.]

You are a best teacher in my life

[@RefreshingThoughts]

In this dataset there is an indicator for whether they have heart condition or not. A patient can develop the condition at any timeframe. How will you train the model to say what timeframe the patient had positive indication of heard disease?

[@parameshwarameena6287]

why the standardization of the data is not done in this project

[@nitinjangra7697]

I think because it contains both numerical and categorical columns. So if you do perform standardization it will also standardize the categorical features which should not be done

[@ujjwalrana3871]

why we didnt do standard scaler of the data , why we didn't scale the data?

[@eccentric4314]

If you guys facing error in last (answer part ) you can correct the logistic regression code to # training the LogisticRegression model with Training data model.fit(X_train.values, Y_train.values)

[@zzzmd11]

very well explained. Thank you for the great video as always..

[@nivyaks5826]

This video is really helpful for me .Thank you soo much. expecting more videos like this

[@ShrutiJadhav-n2z]

It was a very informative video. Easy to understand concepts. Thank u so much!!! Keep growing.

[@rakshitashetty7461]

Very well explained about each and every line of the code ❤️

[@remankumar]

Can we make a proper user interface for that ??

[@joshuanketsiah3155]

In your earlier video discussing the prediction of diabetes, you highlighted the significance of standardizing the data before inputting it into the Machine Learning model. However, I noticed that in the training of this particular model, the standardization process was not implemented. I am interested in understanding the reason behind this oversight.

[@joshuanketsiah3155]

if anyone else has this questioin, I got my answer from this video kzbin.info/www/bejne/jX3am6mNppV6jaM from 6:05

[@harinishetty2817]

This is amazing explained very well.

[@9_pallavipriyadarshini172]

@Siddhardhan Why we used logistic regression for heart disease and support vector for diabetic ....whereas both are binary classification problems?

[@yuvrajsinghyadav440]

Can you please share the data file used in the predictive system too?

[@NONAME-ho7ny]

rename in line 6 as heart_data = pd.read_csv('/content/heart_disease_data.csv')

[@sadmanvlog365]

Your videos are so helpful

[@marutisankannanavar5019]

Great Session, Boosted my Confidence, Keep Going Bro.

[@gayathri8514]

Thank You so much sir for this project video It is very useful

[@izhaarkhan9913]

hey, thank you for making this video it really helped me out. I am currently working on the same project I was hoping that you could help me out more. I want to 3 more ML algorithms for this same project can you suggest me which algorithms will be suited best. And how do i work with them.

[@athmika2211]

Are you doing final year. Cse project?

[@abcd1386]

@SUPREETHA S ISE2B hey, please can you help me in this project?

[@myfarm666]

@@athmika2211 iam

[@mounikas9608]

Can refer this link for other 3 algorithms kzbin.info/www/bejne/pYO1oKxtacR6qbc

[@md.riazhossain2412]

Hello, brother, can you help me out regarding this project?

[@shofiyyahzahrah8006]

Hi Sir, Thanks for providing insightful projects . It helps me a lot. Can I use linear regression model for Diabetes prediction too, Sir ?

[@fadingshadow165]

Yes bro

[@manateluguabbaiinuk-mahanu761]

Appreciate your work @Siddhardhan. Can you please do end-to-end projects either ML (or) DL (Starting from understanding the business case study to Deployment)?

[@anakhaas7366]

Dataset not available in the link given... Please upload 🙏

[@Siddhardhan]

drive.google.com/file/d/1CEql-OEexf9p02M5vCC1RDLXibHYE9Xz/view?usp=drivesdk

[@poojaraman6663]

Sir, in this project, are we predicting which type of heart disease the person has?

[@AryanSaxena-k7m]

Thanks for amazing video .. can project like these are ok to apply for intership ...

[@nehamaurya5504]

It's an amazing explanation vedio, thanks a lot😌

[@abcxyzz3121]

very nice and simple explanation . good

[@asadalikhan5458]

very well explained, thanks for sharing such stuff

[@girishbhargava6367]

Thanks a ton for this great video. It was really very helpful

[@RajeshKalaShinas]

Thanks sir for the easy explanation, I have a doubt. i am implementing this for my bachelor project. can i create my own data set with minimum variables, and run LR. because i am using IOT sensors data like Heart beat, BP, Oxygen level etc

[@amatulbaseer8490]

Getting "NotFittedError" while building predictive system...how to fix that?

[@goodandbad1540]

I guess You need to use the model.fit() function before making any predictions. I hope this could fix that error.

[@chiragparmar3678]

Bro I like the way you're explaining everything it's just feel so easy the way you teach these things just wanted to ask you don't u think u made mistake here by predicting x pred because all I know is we need to predict y pred because that's our target variable why r u predicting x data please let me know

[@savierosj74]

Hi, amazing video Thanks I have a question please How do i enter multiple datas into the "input data for predicting" part in your code.

[@Siddhardhan]

you can get those values from the dataset

[@omolereabove-all2072]

Nice work, try to use a little seaborn for Visualisation and feature scaling.

[@shivamnegi4873]

Thanx a lot It is my first ml project 😁

[@Siddhardhan]

You're welcome! Congratulations 🥳

[@thenmozhi8332]

Can you share your KZbin channel link sir

[@thenmozhi8332]

Good morning sir,i have doubt in heart disease prediction concept ,i am also doing research in same topic sir. Myself new for research kindly do needful sir

[@venkateshvenky2880]

Simple and excellent

[@Siddhardhan]

Thanks a lot

[@calvinmokaya-en7st]

well explained sir.i like it

[@069beleasmabashir6]

It is showing [1] for all values of input.

[@Anonymousss05]

Very helpful video it is❤

[@patnaik8035]

brother can we deploy the input boxes in a local server and so that when we click on the "predict-button". it will says that whether the peron has risk of heart diesase or not??

[@Siddhardhan]

Yes, you can. The model can be exposed as api or you can also use streamlit. Please refer my deployment videos

[@umarsaleem9941]

Such a Great working

[@adarshp6550]

U deserve more subscribers bro.. 👍

[@Siddhardhan]

😇😇

[@18loller]

What is the reason that you didn't use the StandardScaler on this dataset within the preprocessing part while on the diabetes side you did?

[@KRUTHIKAJ21AD027]

how to include the type of disease prediction

[@paragchavan10]

Nice info and projects sir

[@Siddhardhan]

Thanks a ton 😇

[@ritikchandravanshi6131]

@Siddhardhan sir suppose if I want to see the graph of predicted value(0 or 1) than how can we see the graph in this model......?

[@eagleblaze9292]

How can we say a person have heart disease by only 0.81 accuracy? Make complete end to end realiable project

[@littlekrishna8004]

Which type of algorithm you used in this project sir?

[@iamanandkumarj]

hey, if we seperate the data before splitting it, won't the target varible mix up(like 1st target with 5th fifth person and so on) with paramenters and give innaccuracy results?

[@navotech1905]

Hi sir, do you have the Dataset downloaded? It seems that Kaggle has removed the page & the dataset.

[@jeshwanthgunda4253]

In video at 10:15 I not understand how you get Sklearn Where can get that is any folder name as sklearn or syntax, please get me to clarify the doubt

[@krishanudutta2943]

Thanks 😊❤️

[@sanketjori1981]

thank you mate for this video god bless you

[@Siddhardhan]

You're welcome!😇

[@miranmahmud193]

Can you please upload a project that predicts based on images? For example: I have image of two type: Cancer & No-cancer. I want to develop a model that can predict whether a test image has Cancer or not.

[@nishantbawanevlog8823]

Hellow, Sir Nice Video Can You told me which Algorithium is used in this

[@dilshanchrishantha6548]

well explained project tutorial.

[@jaanmg4520]

can we get theory report of this project sir.the explanation was so good ,understandable to everyonr and useful. can i get theory report of it

[@prernalal8422]

I am getting error at model.fit. it's saying cannot convert str to float.

[@gimnathperera3008]

use this "model = LogisticRegression(solver='lbfgs', max_iter=1000)" instead of "model = LogisticRegression()"

[@pkdiaries27]

@@gimnathperera3008 Still shows error

[@manikantakolaventi1838]

Name error: name 'X_train' is not defined what should I do. I have tried so many times

[@manikantakolaventi1838]

In project 9 heart disease prediction

[@ssahsoeo2225]

@@manikantakolaventi1838 can you send dataset?

[@PIYUSH-lz1zq]

Hi sid great project 👍... A request 😊 can make a video on deployment of this project.

[@Siddhardhan]

yeah. very soon.

[@lathaprasad1947]

Yeah please! It would be really helpful. TIA

[@yogeshtanganiyan1075]

Q: when the model is trained on X_train and Y_train then why we need to check the accuracy on same data set, ideally should it not the prediction done on X_train and calculate the accuracy between predicted numbers and Y_test

[@21-manjunathgowd62]

It is an excellent explanation brother.. please make a video on Applying different machine learning techniques for prediction of covid-19 severity

[@kumarmuthuraj7904]

thankyou sir very excellent video

[@MOTIVATIONALKING007]

bro we can do this project with K-NN model ?if yes....how? plz reply

[@ppranayagarwal]

Why no feature scaling is performed like minmax or standardization

[@sameerulhaq4066]

Hi Sir Can you make a video for example if we want to add a button for visualization also in the deployment how can we do that?

[@abdulmunafrafiquepore6640]

Thankyou for the video❤️🙏

[@growingfire]

Thank you!

[@madhumithan6653]

Hi sir Thanks for the video,can u share the dataset link you used in this video.The link you have provided is showing error for me

[@ayushkhaire2279]

I'm getting error in data collection cell 2nd line where we declare variable. I can't declare heart_data as variable its saying statements must be separated by line or semicolons. Can some help

[@divyadiary3433]

sir please do a project on brain disease prediction using CNN ,it will be really helpful

[@Akshay_Rai]

Thank you sir this was very helpful 🙏

[@Siddhardhan]

Glad it helped

[@SobayoAbiola-ug4tw]

You didn't use standardscale in this particular project. Please I will like to know the reason why you didn't use it as you did for diabetes

[@LavanyaAcharya-ti4dh]

I am facing a problem near heart_data.head() it's not taking .. it's showing like invalid syntax ..

[@ammuzz5910]

do you have base papers on this topic

[@Manjunath_27]

Sir i am little bit confused... Can u tell me...how that one input instance is predicted? That one input instance is predicted using training set?

[@Be_Real_One]

Sir its is really awesome project,,but it taking too much time to spilt the X-train,Y train etc. It taking so much time but not running,, Please help me

[@solybr2271]

you are the best. thank you very much :)

[@scokim]

Why didn't you perform Feature Scaling on the dataset?

[@yasirhusseinshakir4139]

Good job bro 👍

[@Siddhardhan]

Thank you so much 😇

[@DeepakKumar-yl3ok]

Nicely explained

[@Hazxcqeebsnsnsn6478]

Any recent dataset bro? Why did you download from kaggle. There are more sources ?

[@seshasai340]

Sir, in chrome ur entering data set ryt that page how we will get that any installation should be done for that??

[@tanushree6026]

thank you so much

[@jeswinjulise35]

bro i i did the same project with different data(heart data) but i got only accuracy score 55.5 percentage for both training and test data

[@waqasrana7891]

thanks for sharing . how we can plot data with multiple input variables in sklearn.

[@akashgautam1909]

Bhai, I don't understand the point behind building this project when we can see it already in the dataset that whether a person has a heart disease or not. Please help :)

[@srihari4583]

May i know what is the existing system and proposed system for this

[@advika1990]

How can a user know about his or heart condition by entering reports details.

[@babuperumal6995]

thank you

[@syedawais8327]

how can you present these results in graphs for presentation purpose?

[@AsadulIslam-yb8lu]

I know numpy, Pandas, Matplotlib and Seaborn. Is this knowledge enough to start this project?

[@miraclemagnet9399]

hi sir i triede your code but in buliding predictive system,im getting error ,can you help me in this.

[@mdzdn9675]

The dataset not found. Can you send me link please ?

[@gimnathperera3008]

drive.google.com/file/d/1Bd4omwzckR7wos1MdOf2eX8RnhTYxCX5/view?usp=drivesdk