Project 14. Parkinson's Disease Detection using Machine Learning - Python | Machine Learning Project

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Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: / @siddhardhan Check membership Perks: / @siddhardhan
. This video is about building a Machine Learning System that can detect Parkinson's Disease with Python. In this use case, Support Vector Machine model is used for prediction.
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Citation:
'Exploiting Nonlinear Recurrence and Fractal Scaling Properties for Voice Disorder Detection',
Little MA, McSharry PE, Roberts SJ, Costello DAE, Moroz IM.
BioMedical Engineering OnLine 2007, 6:23 (26 June 2007)
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6 май 2021

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Комментарии : 160

@sussypusssy Год назад

Mr. Siddhardhan, you do not realize how valuable you and your videos are. Thank you so much dude.

@ayobamiadams1268 2 года назад

Hello, these tutorials are very enlightening Thank you for all you do! Please, Kindly make projects on multi-class and multi-label classification.

@priyankaangane7495 4 месяца назад

Great video! It offers a thorough and insightful understanding of the concepts discussed. Very helpful indeed!

@crabrar9412 10 месяцев назад

best tutorial for beginners ...thank you so much sir

@mohsena.s8633 2 года назад

Thank you so much dear Siddhardhan

@kalinstanchev3602 Год назад

Благодарим ви!

@vinayaksharma-ys3ip Год назад

thanks a lot Sir!!

@growingfire Месяц назад

Thanks a lot !

@yyzuus 8 месяцев назад

Hello sir! Thank you for the great explanation for this project . Can you attach a good dataset link for this project as the previous one can not be found?

@shyamnimje9668 6 месяцев назад

Mr.Siddhardhan , your video is so helpful to me for building such a nice project it is my kind request to you to make the video on deployment of Parkinson's project I'm trying to deploy it from 5 weeks I'm facing errors can you please help me with that it will help us all whose watching your videos Eagerly waiting for your kind reply

@durva2874 Год назад

thanks a lot

@mememachine9342 11 месяцев назад

life changing

@sandipansarkar9211 2 года назад

finished watching

@ishrahussain6522 3 года назад

These vidoes are really useful JazakAllah

@Siddhardhan 3 года назад

thanks a ton 😇

@ashrafmelhem4576 Месяц назад

God bless you sir, please can you send the project to me because i need it for my final year project in Computer science

@famin7794 6 дней назад

Here the target variable is imbalance around 36%. So the ML model will work good, if you balanced the target variable.

@rajeshmidha4243 2 года назад

Hello bro, dataset output column 'status' has 147 and 48 parkinson disease infected and healthy. don't you think this is unbalanced dataset ?

@bharathnukala4429 2 года назад

Do logistic regression and random forest classifier is used in this project ??

@KaushikkrSarma Год назад

sir the dataset file is not available now at the given link .

@melikeyildiz1841 2 года назад

hi can ı ask u something dataset? When we get mean values for 0 and 1 is our data have 1 attribute? our machine will look at all attributes again but with their mean values right?

@emotionalhuman99 9 месяцев назад

Hi can i know how i can extract features like jitter and shimmer from PD voice?

@shaikshahanazbegum8316 2 года назад

bro can you please tell , what is the system about? what are its functions? specify the modules if any and describe them what is unique about this project? can anyone please help with the above points

@ayushmanchakraborty2296 2 года назад

Can you make a tutorial on how to build a TCN model to predict accuracy and roc curve of this Parkinson's dataset

@ankitagupta634 Год назад

When I do seperation the features and target code it showing me the error for y that method object is not subscriptable ..please help me to resolve this error

@streetsmart5033 3 года назад

Bro your explanation is comprehensive🤓, keep rocking. Bro before starting of video plz give a brief explanation about algorithm which u r using.

@Siddhardhan 3 года назад

hi! thanks a lot for your positive words 😇

@Siddhardhan 3 года назад

I have explained about the model while implementing it. kindly check.

@streetsmart5033 3 года назад

@@Siddhardhan 👍 thank you Bro plz give some tips on resume building for fresher to get a job in ML

@apekshakolambkar7858 2 года назад

@@Siddhardhan Hii sir how to take multiple input and produces output sir please say me sir

@shyamnimje9668 6 месяцев назад

@@SiddhardhanMr.Siddhardhan , your video is so helpful to me for building suck a nice project it is my kind request to you to make the video on deployment of Parkinson's project I'm trying to deploy it from 5 weeks I'm facing errors can you please help me with that it will help us all whose watching your videos Eagerly waiting for your kind reply

@user-tf6wt7du2u 6 месяцев назад

Have you a Disease Detector Website with Flask (on backend)?

@mashokkumarreddy1837 Год назад

I may think we had to exclude the name column while predicting along with the status column

@alankruthisaieni2562 2 года назад

Will you also make a video on crypto currency price prediction using apis??

@gretakoutika7274 2 года назад

Hi can you attach the reference paper you used for this project?

@krugergaming-yt8121 Год назад

hello brother data set notfound

@AjaySingh-uu8lg Год назад

Sir , why stratify is'nt used here in train test split function

@melikeyildiz1841 3 года назад

omg u are the best,thanks for sharing.Will u make more videos about parkinson detection?

@Siddhardhan 3 года назад

hi! thanks a lot for your positive words 😇

@Siddhardhan 3 года назад

I am not sure about that. but I'll definitely do more healthcare related Machine Learning Projects.

@ayushnegi22 Год назад

Hey there, i got a warning in this code stating "X does not have valid feature names, but StandardScaler was fitted with features names ....." What's the possible solution

@niroshadas4649 Месяц назад

Sir can you do videos of signal processing especially EEG signal pls

@hirajavedasmervideolifehacksma 2 года назад

Which data set you use to detect Parkinson's disease

@mks143786 Месяц назад

Hi, Mr.Siddhardhan i was going through ur collab but before Data Pre-Processing u did groupby while running colab it is throwing error

@bhavanishankar1483 7 месяцев назад

Can we use this for major projects and paper publishings???

@bintehawa7712 2 года назад

Upload video on deep learning projects

@tharunj3534 2 года назад

mr.siddhardhan , the dataset in parkinson's disease is not supporting.Please check and update

@drkareem_shaik 2 года назад

Why we are using SVM can we use any other ml algo

@mercedesmcgraw8403 4 месяца назад

Hello I would like to this but I cannot get the data set to work from kaggle

@code_with_anonymous Год назад

Can you please upload the dataset as it has been removed from kaggle?

@nikhil525 Месяц назад

Link to the data doesn’t work anymore. Anywhere it can be downloaded?

@gizemerol5639 2 года назад

I dont understand why we did not fit X_test. Could anybody explain?

@himanthadesilva8398 Год назад

it seems the data set is no longer available. can you help

@deepikagurumurthy2960 3 года назад

Sir in input data u had given some values, what value s this?

@Siddhardhan 3 года назад

hi! have you watched the video? I gave an explanation on that.

@evelynjoycem4663 2 года назад

hi bro, i am getting an error in separating the features and target. it shows like (NameError: name 'X' is not defined) how to solve this error bro

@ankitagupta634 Год назад

I am also getting this error ..how uh resolve it ?

@thequietkid5212 Год назад

Brother, if we are classifying in this project shouldn't we use sigmoid in the kernel parameter

@Varun3546 4 месяца назад

I tried that too but it's accuracy is very low compared to linear model SVM

@MrDinesh946 11 месяцев назад

when the question say that find the variable how to do that sir this is our assigment

@yuvrajkottalagi1002 3 месяца назад

I have one doubt my training accuracy score is 0.878 and testing accuracy score is 0.9230 , so is it ok or it is over fitting or under fitting?

@balajim2107 2 года назад

can i use this for project?

@soundaryabc7800 3 года назад

Hello sir great job Can u please do a video on leaf disease detection using ML techniques.

@Siddhardhan 3 года назад

hi! I'll try it once we complete the ML course

@balajim2107 2 года назад

are u codebasics follower?

@soundaryabc7800 2 года назад

@@balajim2107 yeah

@cyberpunkgaming7971 Год назад

can anyone give me the dataset file please , link is not working

@varuntiwari678 Год назад

Very Useful Video Thank you for this The Dataset link for this project on kaggle has expired can you please give the link to the same dataset elsewhere

@raghunandhan7223 Год назад

really....please....

@srishtijadav1476 5 месяцев назад

the dataset is not available kindly check and please help me

@SUBHASH_ENGCS 10 месяцев назад

how to convert this into website?

@meg33333 2 года назад

is there a way to link this ML project with website

@bharathnukala4429 2 года назад

for me it is not showing as person does not have parkinsons.It is only printing that he has parkinsons.What may be the problem

@sashigole7588 3 года назад

Can you do prediction using Deep learning as well too ??

@Siddhardhan 3 года назад

hi! yes, you can definitely try. I'll make Deep Learning Projects while I am making deep learning course. at that time, I'll explain.

@makemesleep3893 8 месяцев назад

There is an error in the dataset? how can I get it?

@gyankashyap8036 6 месяцев назад

dataset file link has been expired please see into it

@vtv1967 3 года назад

Excellent, can we expect an end to end ML Project

@Siddhardhan 3 года назад

thanks 😇 I'll publish deployment videos after deep learning course

@vtv1967 3 года назад

@@Siddhardhan Thanks, your teaching style is excellent touching even the minutes. Do we get support for doing end to end projects or for doubt clarification?

@deepakavva317 3 года назад

how do you know for what problem what algorithm to be used.

@Siddhardhan 3 года назад

there is a process called as model selection. I'll make video in this topic in the upcoming modules of my course.

@taufiqtusar 2 года назад

The tasks are very very basic.

@lavanyaa22 Год назад

could you please add a login page code for this project ?please as soon as possible

@homicidegaming392 2 года назад

Hello sir Why we use only svm why not logistic regression?

@dhruvsanghvi5562 Год назад

logistic regression is not used when their is non linear decision boundry

@narrimahender7459 8 месяцев назад

How to add html pages to this project

@sowmyah9000 2 года назад

Sir..Can't we just take input_data=X_test[0] or X_test[1] like that

@Siddhardhan 2 года назад

hi! you can definitely do that.

@CamelCaseGamedev Год назад

Can this project be done in R language?

@aakash185 2 года назад

Naive Bayes algo gives very low accuracy for this project,what may be the reason?

@omshree901 Год назад

Dataset is unbalanced. 1:3 distribution for target value.

@omshree901 Год назад

Didn't realise I were 1yr late.

@spatil4359 4 месяца назад

The data set is not available

@user-dz5xz5yw1h 2 месяца назад

I sir for this project how to implement login page

@muyzaf Год назад

im getting this error TypeError: fit() missing 1 required positional argument: 'y' please help sir

@Cold_breeze7 Год назад

You have to give x_train and y_train in fit

@PratapO7O1 2 года назад

isn't this imbalanced data 48:147 approx 1:3 ?

@rajeshmidha4243 2 года назад

same query

@abinbinu3891 8 месяцев назад

Bro Dataset not found.

@hirajavedasmervideolifehacksma 2 года назад

Can you do Parkinson's disease detection using posture and gait data set in machine learning using python

@sharp_guy2310 2 года назад

Where is that dataset.. i mean dataset link.

@mohomedabdulghaffar2309 2 года назад

Hi, In terms of model input, how can we extract audio features, and are there any libraries that can be used for extraction?

@JM-tf9qu 2 года назад

librosa

@armghan2312 Год назад

same question brother. did you find a way. librosa can't extract all of the required features. MFCC and deltas are only extracted using librosa. if you know something please tell me. thanks

@abdulghaffar1632 Год назад

@@armghan2312 you can use parselmouth for audio feature extraction.

@armghan2312 Год назад

@@abdulghaffar1632 ok thanks. I'll look into it

@Abid_kazi7 6 месяцев назад

dataset can not be found

@nandheeshganeshkumar4087 3 месяца назад

hi sir , I am getting error in code line 10 in this code # grouping the data bas3ed on the target variable parkinsons_data.groupby('status').mean() it is showing error as ValueError: could not convert string to float:

@muhammadsami842 3 месяца назад

Same phir Tum NY Kya keya

@anupama5957 8 дней назад

select only the numeric columns: numeric_df = df.select_dtypes(include=[np.number]) numeric_df['status'] = df['status'] result = numeric_df.groupby('status').mean()

@harnoorkhehra8231 3 года назад

sir! what about image data set ???

@Siddhardhan 3 года назад

you mean?

@s.mubarakshaik4493 3 года назад

Really good job. I am doing this project for my final year project. Can you please help me in preparing the report. Please share the concept names which has to be included in report.

@Siddhardhan 3 года назад

hi! please don't use this as your exact Project. you may need to do more than what I explained in the video.

@sudheercheekati4560 3 года назад

brotheer am also doing this project

@melikeyldz962 2 года назад

Iam doing this too as a fyp can u help me

@indi4889 2 года назад

@@Siddhardhan can you add more to this project ..help

@vatsalmittal1709 2 года назад

@@Siddhardhan hey can u please tell me what more we can do in this project

@lakshaysingla7412 Год назад

Video starts at 7:00 ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-HbyN_ey-JVc.html

@sowmya7159 3 года назад

Which software and operating system you used sir?

@Siddhardhan 3 года назад

this is in google Colaboratory. it's a cloud based python environment. watch this video for more details: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-Df7AxwzUOJk.html

@pallapothubhargavramfromib2244 3 года назад

1st view

@Siddhardhan 3 года назад

😇😇

@aakash185 3 года назад

Hello sir ,how accurate is this model ,I mean is it better or on par with clinical tests?

@Siddhardhan 3 года назад

this test is based on the dataset that we have. if we want to make this better, we need to get more data and train our model with it.

@aakash185 3 года назад

@@Siddhardhan thankyou for the reply sir

@tomantony6495 3 года назад

Bro can I make a project on NLP lie detection could you explain how

@Siddhardhan 3 года назад

Hi! I'll make videos on NLP in deep learning course.

@tomantony6495 3 года назад

@@Siddhardhan bro I mean lie detection in Neuro linguistic program from facial expressions,not natural language processing 😁 , otherwise it's ok we can analyse from sound variation

@Siddhardhan 3 года назад

I can't make video on this topic very soon. neural networks related projects should be covered in deep learning course. it will be started once I complete the Machine Learning course.

@sandipansarkar9211 2 года назад

finished coding

@madhumamilla3184 3 года назад

Sir please can you send me the final report of this project

@Siddhardhan 3 года назад

hi! I don't make reports for my project videos

@madhumamilla3184 3 года назад

@@Siddhardhan sir did you use xgboost algorithm in it

@bezawadajohnson6237 3 года назад

can u share ppt

@Siddhardhan 3 года назад

I am sorry. I can't

@jeevanbjbj6268 2 года назад

ad is killing me man drop its plz

@dakshrawal6924 3 года назад

Hey..!! Can you try to include source code in description also?

@Siddhardhan 3 года назад

Hi! I have given the Colab file link in the description of each video. Please refer that.

@dakshrawal6924 3 года назад

@@Siddhardhan thanks.!! Btw love your work !! Keep it up you have a long way to go..!!💪

@Siddhardhan 3 года назад

Thanks a ton 😇

@vaishnavisalunke5139 3 года назад

Hey can you please help me with Alzheimer's dataset.. can u please provide link.

@Siddhardhan 3 года назад

hi! you can refer the following link: www.kaggle.com/tourist55/alzheimers-dataset-4-class-of-images

@vaishnavisalunke5139 3 года назад

@@Siddhardhan I am new to this field.. can u please tell me like their are 2 dataset given test and train.. which one should I use.. I mean the data is already preprocessed.. can u please correct me on this..

@prajaktadadas1196 Год назад

Data set is available

@NeerajYadavGosu Год назад

did u find the dataset?

@prajaktadadas1196 Год назад

@@NeerajYadavGosu yes

@sunkaravasanth7415 10 месяцев назад

send me the link@@prajaktadadas1196

@nirjharmallick 3 месяца назад

@@prajaktadadas1196please give the link.

@nirjharmallick 3 месяца назад

It's very urgent.

@willylogan1811 2 года назад

Still very surprises how all my symptoms of Parkinson’s disease just went aware after undergoing MADIDAHERBALCENTER treatment but I am very much happy because I don’t long have them anymore for like 9 months now.

@Cold_breeze7 Год назад

Happy to hear man