Machine Learning

Detecting Parkinson's Disease using Machine Learning

It is a disease which is a disorder in the nervous system. Parkinson’s disease affects the movement of the human body. In today’s world, around 1 million people are suffering from this disease. This is a disorder which produces neurodegenerative dopamine-producing neurons in the brain. The following system will detect Parkinson’s symptoms in the human body. The project will be made by a new machine learning algorithm called the XGBoost.

Read more..

Detecting Parkinson's Disease using Machine Learning project Looking to build projects on Machine Learning?:

Machine Learning Kit will be shipped to you and you can learn and build using tutorials. You can start for free today!

1. Machine Learning (Career Building Course)

2. Fraud Detection using Machine Learning

3. Machine Learning using Python

4. Movie Recommendation using ML

5. Handwritten Digits Recognition using ML

6. Machine Learning Training & Internship

7. Brain Tumor Detection using Deep Learning

Project Implementation

The project will be made with the help of python language. In this python libraries will be used such as scikit-learn, numpy, pandas, and XGBoost. XGB Classifier model is built to work on the aim. A dataset of UCI ML Parkinson’s can be downloaded for free from the internet. The dataset is only 40 kb and it consists of 24 columns and 195 records.

  • First, we will import all the necessary datasets such as Jupyter Lab.
  • We will read the data frame from the internet.
  • The values in the status are 0 and 1.
  • Then fit_transform () function is used to fit and transforms data.
  • The dataset has to be trained for the application.

Latest projects on Machine Learning

Want to develop practical skills on Machine Learning? Checkout our latest projects and start learning for free

Gradient boosting algorithms is used to classify the datasets. The accuracy of the project is calculated and hence the result is determined. The project will study the data of the symptoms of the patients and then predict the stroke. The project will read various sets of data. The disease produces a neuron which can be traced by the system. The system will give the output on a scale of 10 and then the result can be produced.

The python libraries can be downloaded for free from the internet and it can be easily imported. The project at the end will give the output to almost 95% accuracy and it can be used very frequently. As the disease has no cure yet, it has to be detected earlier only. It creates a disorder in the human body and it has to be monitored. XG Boost is an open-source software library which is an environment where supports various programming languages such as C++, Java, Python, R, and Julia.

The MinMax Scaler will scale the features to between -1 to 1 and it transforms the signals into readings. The value of the readings thus will determine the Parkinson’s symptoms. Data flair dataset is used to feed the data to the system and it is done very accurately. The project thus will work on the datasets which can be manipulated easily.


The project will help in building a good project which will help a lot. This project will need a good knowledge over python programming language. This project can be also used by the patients also and the students can make it as their project. The datasets are downloaded easily from the internet and there are many websites which also provides many libraries. The python libraries such as scikit-learn, pandas, numpy, etc. make the project more easily implementing.

How to build Machine Learning projects Did you know

Skyfi Labs helps students learn practical skills by building real-world projects.

You can enrol with friends and receive kits at your doorstep

You can learn from experts, build working projects, showcase skills to the world and grab the best jobs.
Get started today!

Kit required to develop Detecting Parkinson's Disease using Machine Learning:
Technologies you will learn by working on Detecting Parkinson's Disease using Machine Learning:
Detecting Parkinson’s Disease using Machine Learning
Skyfi Labs Last Updated: 2021-05-28

Join 250,000+ students from 36+ countries & develop practical skills by building projects

Get kits shipped in 24 hours. Build using online tutorials.

More Project Ideas on Machine-learning

Prediction of compressive strength of concrete by machine learning
Automatic answer evaluation machine
Detection of glaucoma
Detecting Suicidal Tendency using ML
Stock Price Prediction using Machine Learning
Wine Quality Prediction using Linear Regression
Iris Flower Classification using Machine Learning
How to Predict Bigmart Sales with Machine Learning(ML)
Social Media Sentiment Analysis using twitter dataset
Sales Forecasting Using Walmart dataset
Health Care Improvement using Machine Learning
Enron Investigation
Human Activity Recognition
MNIST handwritten digit classification
Moneyball sports analyzer using machine learning
Handwriting reader using Machine Learning
Music Recommendation using Machine Learning
Movie recommendation system based on emotion using python
Vehicle Number Plate detection using Image processing and Machine Learning techniques
Movie success prediction using Data mining
Phishing Site detection using Machine learning
Students Performance Prediction using Machine Learning
Speech Emotion Recognition
Detecting Parkinson's Disease using Machine Learning
Chatbox Machine Learning project
Image Caption Generator
Customer Segmentation
Fraud detection using Machine Learning
AI-based Voice Assistant
Develop A Movie Ticket Pricing System Using Machine Learning
Object detection using Machine Learning
Coronavirus outbreak prediction project using Machine Learning
Breast Cancer Prediction using Machine Learning
House Price Prediction using Machine Learning and Python
Brain Tumour Detection using Deep Learning
Sports predictor using Machine Learning
Handwritten document recognition system using machine learning
Disease Prediction using water quality dataset (ML)
Comment Analysis using NLP
Personality Prediction Project With ML and Python
Design An Online Grocery Recommendation System with ML
Bitcoin Price Prediction using Machine Learning
Road accident analysis using machine learning
Food Image Detection Using CNN and Machine Learning
Loan prediction using machine learning

Subscribe to receive more project ideas

Stay up-to-date and build projects on latest technologies