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

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. This video is about building a Heart Disease Prediction system using Machine Learning with Python. This is one of the important Machine Learning Projects.
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Hi guys! I am Siddhardhan. I work in the field of Data Science and Machine Learning. It all started with my curiosity to learn about Artificial Intelligence and the ability of AI to solve several Real Life Problems. I worked on several Machine Learning & Deep Learning projects involving Computer Vision.
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Опубликовано:

1 апр 2021

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Комментарии : 345

@Siddhardhan 2 года назад

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

@nainaali3796 2 года назад

Please provide dataset for homeopathic expert system chatbot

@nainaali3796 2 года назад

OR how to write dataset for homeopathic chatbot Please help

@srinivasmss9466 Год назад

Nice explation

@dreamcapture922 Год назад

How to buil this project web application

@chesshacks Год назад

can you provide project report for this please

@abhishekbarua2508 3 месяца назад

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 2 месяца назад

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

@miranmahmud193 2 года назад

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

@goofy0811 2 года назад

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 2 года назад

You're most welcome 😇 happy to help

@talhaahsan6808 2 года назад

@@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 2 года назад

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

@handle00725 2 года назад

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

@raveenachakrapani1090 2 года назад

Precise and clear. Thanks a lot. Very useful.

@Siddhardhan 2 года назад

Glad it was helpful!😇

@user-bt6ei4bv3q 8 месяцев назад

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

@zzzmd11 2 года назад

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

@asadalikhan5458 2 года назад

very well explained, thanks for sharing such stuff

@harinishetty2817 2 года назад

This is amazing explained very well.

@girishbhargava6367 Год назад

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

@nivyaks5826 3 месяца назад

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

@RA_S_EL. 4 месяца назад

You are a best teacher in my life

@iamanandkumarj 2 года назад

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?

@nehamaurya5504 2 года назад

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

@umarsaleem9941 2 года назад

Such a Great working

@marutisankannanavar5019 Год назад

Great Session, Boosted my Confidence, Keep Going Bro.

@gayathri8514 4 месяца назад

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

@rakshitashetty7461 2 года назад

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

@abcxyzz3121 Год назад

very nice and simple explanation . good

@abdulmunafrafiquepore6640 2 года назад

Thankyou for the video❤️🙏

@anumitasingharoy1819 2 года назад

Great explaination.

@solybr2271 2 года назад

you are the best. thank you very much :)

@calvinmokaya-en7st 4 месяца назад

well explained sir.i like it

@dilshanchrishantha6548 Год назад

well explained project tutorial.

@kumarmuthuraj7904 2 года назад

thankyou sir very excellent video

@DeepakKumar-yl3ok 2 года назад

Nicely explained

@azrflourish9032 2 года назад

Thank you especially for 'Making predictive system' part!

@Siddhardhan 2 года назад

You're very welcome!😇

@VipulAnand123 2 года назад

@@Siddhardhan sarcasm tha 🤡

@RoyalRealReview 2 года назад

@@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 2 года назад

@@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 Год назад

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

@sanketjori1981 2 года назад

thank you mate for this video god bless you

@Siddhardhan 2 года назад

You're welcome!😇

@dnagardhankar Год назад

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 Год назад

yes iam getting that

@rohitgautam8597 11 месяцев назад

In which line of code ??

@ritikchandravanshi6131 9 месяцев назад

@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......?

@manateluguabbaiinuk-mahanu761 2 года назад

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)?

@growingfire Месяц назад

Thank you!

@cherithreddi5268 Год назад

Thank you so much sir

@RefreshingThoughts 2 года назад

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?

@lakeshkumar1281 2 года назад

awesome video

@navotech1905 2 года назад

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

@arunvijay6391 2 года назад

Thank you so much

@dilip9209 2 года назад

Hi, if distribution of target variable is 80/20 ratio what problem do we get..can't we apply this logistic model? how do we fix that situation. Please help?

@krishanudutta2943 2 года назад

Thanks 😊❤️

@18loller 9 месяцев назад

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?

@Manjunath_27 2 года назад

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?

@Akshay_Rai 2 года назад

Thank you sir this was very helpful 🙏

@Siddhardhan 2 года назад

Glad it helped

@sameerulhaq4066 Год назад

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?

@9_pallavipriyadarshini172 17 дней назад

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

@yogeshtanganiyan1075 2 года назад

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

@madhumithan6653 2 года назад

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

@chiragparmar3678 2 года назад

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

@seshasai340 2 года назад

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

@paragchavan10 3 года назад

Nice info and projects sir

@Siddhardhan 3 года назад

Thanks a ton 😇

@venkateshvenky2880 2 года назад

Simple and excellent

@Siddhardhan 2 года назад

Thanks a lot

@harshaa6478 Год назад

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

@amitanikam7516 2 года назад

Hi, i have one doubt here... At 40.17, in csv file some rows neither have 1 nor 0. So what is the meaning of that dataset?

@salmajban5797 2 года назад

I am working on the same project but my question is what is the use of maths in this algorithms because my project should be related to maths or physics please answer me

@mazharbukhari786 3 года назад

Awesome work

@Siddhardhan 3 года назад

Thanks a lot 😊

@miranmahmud193 2 года назад

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.

@babuperumal6995 Год назад

thank you

@Abi-yq8pu 2 года назад

It is possible to predict our own data we taken using sensors and stored in cloud?

@21-manjunathgowd62 2 года назад

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

@baibhavdatta573 Год назад

can you tell me why are we not doing any feature scaling in it?

@jayono7ciwa Год назад

Thank u 🙏

@ayushkhaire2279 9 месяцев назад

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

@littlekrishna8004 4 месяца назад

Which type of algorithm you used in this project sir?

@salimangesh2143 2 года назад

great

@jeshwanthgunda4253 Год назад

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

@syedawais8327 7 месяцев назад

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

@RajeshKalaShinas 4 месяца назад

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

@LavanyaAcharya-ti4dh 2 года назад

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

@anuhp3769 2 года назад

Subscribed 🥳

@jaanmg4520 Год назад

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

@shofiyyahzahrah8006 2 года назад

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

@fadingshadow165 Год назад

Yes bro

@omolereabove-all2072 Год назад

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

@karanamsaijagadeesh2137 2 года назад

Which algorithms u used in this project?

@MOTIVATIONALKING007 3 месяца назад

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

@muhammadjalal6362 2 года назад

Good sir

@user-mk3em8nv9t 5 месяцев назад

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

@savierosj74 3 года назад

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 3 года назад

you can get those values from the dataset

@amalavinay6238 2 года назад

Sir can you please tell me the name of the algorithm/machine learning algorithms used here

@miraclemagnet9399 Год назад

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

@ppranayagarwal Год назад

Why no feature scaling is performed like minmax or standardization

@srihari4583 6 месяцев назад

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

@yasirhusseinshakir4139 3 года назад

Good job bro 👍

@Siddhardhan 3 года назад

Thank you so much 😇

@waqasrana7891 2 года назад

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

@parameshwarameena6287 29 дней назад

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

@SimranjeetSingh-fm3qc 2 года назад

@Siddhardhan how will be attach this project to web page

@chetakpol5390 2 года назад

is this project is good as final year engineering project...please reply ??

@akashgautam1909 Год назад

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 :)

@bhoomikajayan6832 Год назад

Can you please tell which algorithm is used here

@effectivelearner3391 3 года назад

Good work

@Siddhardhan 3 года назад

Thanks😇

@fatimakhawaja3970 Год назад

if we want to plot the ecg so how we can do it?

@aakarshanthapa889 2 года назад

What is the use of reshape(1, -1)?

@remankumar 10 месяцев назад

Can we make a proper user interface for that ??

@AsadulIslam-yb8lu 2 года назад

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

@mohamedfaizal84 2 года назад

hi,is this possible for hybrid method in classifier

@unknownplanet699 8 месяцев назад

I observed many people using knn,decision tree algorthims for this project but i don't know why ?? Anybody know about this??

@waqarafridi3243 2 года назад

Hello sir. How to improve accuracy which is greater than 90

@joshuanketsiah3155 Год назад

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 Год назад

if anyone else has this questioin, I got my answer from this video ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-WLwjvWq0GWA.html from 6:05

@karanamsaijagadeesh2137 2 года назад

Is there any questions on this project for interviews...??