Heart Disease Prediction Machine Learning Project

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  SVM model

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  Comparison of different models 1

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  Logistic Regression model

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  Comparison of different models 2

Inspiration

Prediction of Heart Diseases with the early signs can be helful to people in getting early treatment.

What it does

It predicts and compares the risk of heart disease using different ML algorithms.

How I built it

I built it using the Heart Disease related dataset. I used ML algorithms to build such a model.

Challenges I ran into

I faced challenges in finding the better algorithm and method which can be useful and more accurate in finding the best resulta.

Accomplishments that I'm proud of

I'm proud that I dealt with a project which can be very useful to people who are concerned about their and their family member's health.

What I learned

I learned to use different methods dependent on the type of problems we are dealing with.

What's next for Heart Disease Prediction Machine Learning Project

After this project I will work more efficently and will try to extend this project by using more technologies to make it a more accurate.

Built With

• jupyter-notebook
• machine-learning
• machine-learning-algorithms
• matplotlib
• numpy
• pandas
• python