Project 2: Diabetes Prediction using Machine Learning with Python | End To End Python ML Project

. In this video, we are building a system that can predict whether a person has diabetes or not with the help of Machine Learning. This project is done in Python. In this project, we use Support Vector Machine model for the prediction.

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.

Hello everyone! I am setting up a donation campaign for my YouTube Channel. If you like my videos and wish to support me financially, you can donate through the following means:

(No donation is small. Every penny counts)
Thanks in advance!

I am making a "Hands-on Machine Learning Course with Python" in YouTube. I'll be posting 3 videos per week. 2 videos on Machine Learning basics (Monday & Wednesday Evening). 1 video on a Machine Learning project (Friday Evening).

Machine Learning Project
Python Project
Diabetes Prediction using Machine Learning with Python
Supervised Learning
Supervised Learning Algorithm
Deep Learning
artificial intelligence

[abdullahalmiraj]

I usually don't comment like this in public. But I honestly feel this type of works must be appreciated! Thank you so much!

[taruchitgoyal]

Hi Sir,
Thank you for your tutorial.
Can you please share how you decided with finalizing SVM as the most suited algorithm for building the ML model?
Thank you

[sardor]

I am a postgraduate student in China and I was struggling to find a project to do on ML. Now, thanks to you my brother, I did some good works. Thank you 🙏

[babatundeolusegun]

Finally, someone cared to explain to me like a 5 year old. Thanks brother

[gauravfamily]

Pls, You should cover data visualization in the project because it helps that which algo is suitable for particular dataset.

[dennyage]

Your course is most underrated course in ML
I am lucky i found your channel

[sandhyareddy]

It's not enough to tell thanks for you sir, your videos are very helpful for me, you will explain every bit of coding, just because of your videos, i am learning ML projects. Thank you so much sir🙏🙏. keep uploading more ML projects sir.

[munna]

Well done brother, even experienced professionals can't details like you .. keep it up.

[victorhenostroza]

Hello, what about if I have categorical features in my model? how can I add those kind of variables in a output of streamlit?

[yunusmohamed]

This was my first project with Machine Learning and i it was way more than i was expecting, thank you so much

[christinejoyarce]

How can we improve the accuracy of our model here?
I have literally binged-watch your series on ML! I'm going through the project videos one by one. If you already have a video that deals with improving the accuracy, please point me to it. Thank you so much!

I looove your content!

[swayamkarapurkar]

The file diabetes.csv is not in the description ... pls add it

[neerajsingh]

Hi @Siddhardhan
I was searching for end to end project in machine learning and just landed on your YouTube channel.
This is my second video and i feel you should also add feature selection, scaling , feature engineering and outliers handling so that we can learn complete process of model creation because right know I personally feel we are just creating test and train set and making our models.

[liaqatali]

I am from Pakistan, I have learned a lot from Indian tutorials, you guys are doing great. I am in love with India and really want to visit or work there in tech companies

[Shootingstar-eb]

I can't thank you enough
You have done a great help🙏

[vyasdeep]

Exactly how many modules are used in this project ? Can i get names?

[kits]

tried predicting inputs (3, 78, 50, 32, 88, 31, 0.248, 26) or the 7th row in the csv file

should return 1 but returned 0,
is this normal?

[AnuragYadav-qtbh]

can u pls tell me how its gonna take input in real wold like how it will take the details of a actual patient and predict it we cant just give away our code and say put inputs according to the coloumns name it doesn't make sense pls explain

[shamikgupta]

Hi Siddhardhan, thank you for a comprehensive project tutorial.
At 24:30, the StandardScaler() has not limited the values between [0, 1]. Clearly some values exceeded 1 and some negative vales are also there. Could you please explain.

[anveshreddy]

Can i know what way u learnt the machine learning? How you started with machine learning .Any suggestions for beginners.