Project 9. Heart Disease Prediction using Machine Learning with Python | Machine Learning Projects
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- čas přidán 1. 04. 2021
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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.
I am on this journey to empower as many students & working professionals as possible with the knowledge of Machine Learning and Artificial Intelligence.
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Dataset link:
drive.google.com/file/d/1CEql-OEexf9p02M5vCC1RDLXibHYE9Xz/view?usp=drivesdk
Please provide dataset for homeopathic expert system chatbot
OR how to write dataset for homeopathic chatbot
Please help
Nice explation
How to buil this project web application
can you provide project report for this please
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.
You're most welcome 😇 happy to help
@@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..✨☺️
@@talhaahsan6808 hey bro im doing the same project is there some way we can get in touch and discuss
@@Siddhardhan NameError: name 'np' is not defined
how to solve this error, pls tell
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 😇😇😇😇😇
This is my introduction to AI and honestly it was so easy to understand. Thank you.
very well explained. Thank you for the great video as always..
It was a very informative video. Easy to understand concepts. Thank u so much!!! Keep growing.
very well explained, thanks for sharing such stuff
Thanks. I’m a beginner, the explanation was helpful for me.
This is amazing explained very well.
Precise and clear. Thanks a lot. Very useful.
Glad it was helpful!😇
Thanks a ton for this great video. It was really very helpful
You are a best teacher in my life
Great Session, Boosted my Confidence, Keep Going Bro.
This video is really helpful for me .Thank you soo much. expecting more videos like this
Very well explained about each and every line of the code ❤️
It's an amazing explanation vedio, thanks a lot😌
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?
Thank you especially for 'Making predictive system' part!
You're very welcome!😇
@@Siddhardhan sarcasm tha 🤡
@@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 ☺
@@Siddhardhan I got 100% accuracy by using random forest classifier for same dataset as used by you . Sir have I done something wrong?
@@RoyalRealReview Hello, brother, can you help me out regarding this project? I am going through some problem.
Such a Great working
very nice and simple explanation . good
Great explaination.
Thankyou for the video❤️🙏
well explained sir.i like it
Thank You so much sir for this project video
It is very useful
well explained project tutorial.
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)?
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()
yes iam getting that
In which line of code ??
thankyou sir very excellent video
It is an excellent explanation brother.. please make a video on Applying different machine learning techniques for prediction of covid-19 severity
thank you mate for this video
god bless you
You're welcome!😇
you are the best. thank you very much :)
Nicely explained
Thank you sir this was very helpful 🙏
Glad it helped
Very helpful video it is❤
awesome video
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?
Nice info and projects sir
Thanks a ton 😇
Thank you so much sir
Hi Sir, Thanks for providing insightful projects . It helps me a lot. Can I use linear regression model for Diabetes prediction too, Sir ?
Yes bro
Awesome work
Thanks a lot 😊
thank you so much
Simple and excellent
Thanks a lot
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
Thank you!
Thank you so much
Good job bro 👍
Thank you so much 😇
Thanks 😊❤️
Subscribed 🥳
@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......?
Nice work, try to use a little seaborn for Visualisation and feature scaling.
Hi sir, do you have the Dataset downloaded? It seems that Kaggle has removed the page & the dataset.
U deserve more subscribers bro.. 👍
😇😇
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?
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.
Are you doing final year. Cse project?
@SUPREETHA S ISE2B hey, please can you help me in this project?
@@athmika2211 iam
Can refer this link for other 3 algorithms czcams.com/video/oRRoy74_GsU/video.html
Hello, brother, can you help me out regarding this project?
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
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
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.
you can get those values from the dataset
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.
if anyone else has this questioin, I got my answer from this video czcams.com/video/WLwjvWq0GWA/video.html from 6:05
Thanx a lot
It is my first ml project 😁
You're welcome! Congratulations 🥳
Can you share your CZcams channel link sir
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
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?
Good work
Thanks😇
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?
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
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?
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?
thanks for sharing . how we can plot data with multiple input variables in sklearn.
Sir, in chrome ur entering data set ryt that page how we will get that any installation should be done for that??
Thank u 🙏
thank you
Good sir
great
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.
Thanks for amazing video .. can project like these are ok to apply for intership ...
@Siddhardhan Why we used logistic regression for heart disease and support vector for diabetic ....whereas both are binary classification problems?
Can you please share the data file used in the predictive system too?
rename in line 6 as heart_data = pd.read_csv('/content/heart_disease_data.csv')
It is possible to predict our own data we taken using sensors and stored in cloud?
can you tell me why are we not doing any feature scaling in it?
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
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
Great...... Thank you.
could you please explain "Traffic Sign Recognition Using CNN & KeraS"
Hand written digit recognition
Hi! Thanks for the appreciation 😇
As of now, I am making Machine Learning course. Once this course is completed, I'll make another deep learning course. In that I'll definitely do deep learning Projects as much as possible
Kindly stay tuned
@@Siddhardhan Thank you
Hi sid great project 👍... A request 😊 can make a video on deployment of this project.
yeah. very soon.
Yeah please! It would be really helpful. TIA
how can you present these results in graphs for presentation purpose?
Which algorithms u used in this project?
I am facing a problem near heart_data.head() it's not taking .. it's showing like invalid syntax ..
Can you please make interview questions and answer series?
Sure. I'll definitely consider that.
Any recent dataset bro? Why did you download from kaggle. There are more sources ?
Can we make a proper user interface for that ??
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
hi sir i triede your code but in buliding predictive system,im getting error ,can you help me in this.
Which type of algorithm you used in this project sir?
Can you make a video on importing an image dataset from our own repository and apply any classifier algorithm? Or please suggest any video on it.
hi! I'll work on that during deep learning course. there might be several tutorials regarding convolutional neural networks in CZcams. search for it.
Why no feature scaling is performed like minmax or standardization
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
What is the use of reshape(1, -1)?
if we want to plot the ecg so how we can do it?
Hellow, Sir Nice Video Can You told me which Algorithium is used in this
👍
sir please do a project on brain disease prediction using CNN ,it will be really helpful
Sir can you please tell me the name of the algorithm/machine learning algorithms used here
hi,is this possible for hybrid method in classifier