Top 40 Machine Learning Projects with Code and Documents
Are you looking for some exciting and innovative machine learning projects to enhance your skills? Look no further! Here’s a curated list of 40 top machine learning projects, complete with source code and documentation, that are highly searched and researched worldwide.
Fake News Detection
- Objective: Build a model to classify news as real or fake.
- Applications: Media, Journalism.
- Tools: Python, Natural Language Processing (NLP).
Rainfall Prediction
- Objective: Predict future rainfall using historical weather data.
- Applications: Agriculture, Weather forecasting.
- Tools: Time Series Analysis, Regression Models.
Face Mask Detection
- Objective: Detect whether a person is wearing a face mask.
- Applications: Public health, Surveillance.
- Tools: Deep Learning, OpenCV.
Stock Price Prediction
- Objective: Predict future stock prices based on historical data.
- Applications: Finance, Investment.
- Tools: Time Series Analysis, Machine Learning.
Malware Detection
- Objective: Identify and classify malicious software.
- Applications: Cybersecurity.
- Tools: Machine Learning, Data Mining.
Intrusion Detection
- Objective: Detect unauthorized access or anomalies in network traffic.
- Applications: Network Security.
- Tools: Machine Learning, Anomaly Detection.
Credit Card Fraud Detection
- Objective: Identify fraudulent credit card transactions.
- Applications: Finance, Banking.
- Tools: Machine Learning, Classification Models.
AI ChatBot
- Objective: Create a conversational AI that can understand and respond to user queries.
- Applications: Customer Service, Automation.
- Tools: NLP, Deep Learning.
Diabetes Prediction
- Objective: Predict the likelihood of a person having diabetes.
- Applications: Healthcare.
- Tools: Machine Learning, Classification Models.
Disease Prediction
- Objective: Predict various diseases based on symptoms.
- Applications: Healthcare.
- Tools: Machine Learning, Classification Models.
Heart Disease Prediction
- Objective: Predict the risk of heart disease.
- Applications: Healthcare.
- Tools: Machine Learning, Classification Models.
Lung Cancer Detection
- Objective: Detect lung cancer from medical images.
- Applications: Healthcare.
- Tools: Deep Learning, Image Processing.
House Price Prediction
- Objective: Predict the selling price of houses.
- Applications: Real Estate.
- Tools: Regression Models, Machine Learning.
Big Mart Sales Prediction
- Objective: Predict sales of products in a big mart.
- Applications: Retail, Marketing.
- Tools: Regression Models, Time Series Analysis.
Twitter Fake News Detection
- Objective: Identify fake news on Twitter.
- Applications: Social Media, Journalism.
- Tools: NLP, Machine Learning.
Ransomware Prediction
- Objective: Predict and prevent ransomware attacks.
- Applications: Cybersecurity.
- Tools: Machine Learning, Anomaly Detection.
CO2 Emission Prediction
- Objective: Predict CO2 emissions based on various factors.
- Applications: Environmental Science.
- Tools: Regression Models, Machine Learning.
Air Quality Prediction
- Objective: Predict air quality index based on environmental data.
- Applications: Environmental Science.
- Tools: Machine Learning, Time Series Analysis.
Face Detection
- Objective: Detect faces in images and videos.
- Applications: Security, Social Media.
- Tools: Deep Learning, OpenCV.
Brain Tumor Detection
- Objective: Detect brain tumors from MRI images.
- Applications: Healthcare.
- Tools: Deep Learning, Image Processing.
Potato Disease Prediction
- Objective: Identify diseases in potato plants.
- Applications: Agriculture.
- Tools: Machine Learning, Image Processing.
Flower Classification
- Objective: Classify different species of flowers.
- Applications: Botany, Education.
- Tools: Machine Learning, Classification Models.
Live Webcam Attendance System
- Objective: Automate attendance using facial recognition.
- Applications: Education, Corporate.
- Tools: Deep Learning, OpenCV.
Movie Recommendation System
- Objective: Recommend movies based on user preferences.
- Applications: Entertainment.
- Tools: Collaborative Filtering, Machine Learning.
Car Price Prediction System
- Objective: Predict the selling price of used cars.
- Applications: Automotive, Sales.
- Tools: Regression Models, Machine Learning.
Biased News Prediction System
- Objective: Detect bias in news articles.
- Applications: Media, Journalism.
- Tools: NLP, Machine Learning.
Health Disease Prediction System
- Objective: Predict various health conditions based on symptoms.
- Applications: Healthcare.
- Tools: Machine Learning, Classification Models.
COVID-19 Prediction
- Objective: Predict the spread and impact of COVID-19.
- Applications: Public Health, Epidemiology.
- Tools: Machine Learning, Time Series Analysis.
Ethereum Price Prediction
- Objective: Predict the future price of Ethereum.
- Applications: Finance, Cryptocurrency.
- Tools: Time Series Analysis, Machine Learning.
Breast Cancer Prediction
- Objective: Predict the likelihood of breast cancer.
- Applications: Healthcare.
- Tools: Machine Learning, Classification Models.
Loan Prediction
- Objective: Predict the approval of loan applications.
- Applications: Finance, Banking.
- Tools: Machine Learning, Classification Models.
Wine Quality Prediction
- Objective: Predict the quality of wine based on various features.
- Applications: Food and Beverage.
- Tools: Machine Learning, Classification Models.
Spam Message Detection
- Objective: Identify spam messages in emails or SMS.
- Applications: Communication, Security.
- Tools: NLP, Machine Learning.
Bitcoin Price Prediction
- Objective: Predict the future price of Bitcoin.
- Applications: Finance, Cryptocurrency.
- Tools: Time Series Analysis, Machine Learning.
Insurance Prediction System
- Objective: Predict the likelihood of insurance claims.
- Applications: Finance, Insurance.
- Tools: Machine Learning, Classification Models.
Phishing Detection System
- Objective: Identify phishing websites and emails.
- Applications: Cybersecurity.
- Tools: Machine Learning, NLP.
Android Malware Detection System
- Objective: Detect malware in Android applications.
- Applications: Mobile Security.
- Tools: Machine Learning, Data Mining.
Gold Price Classification
- Objective: Classify gold price trends.
- Applications: Finance, Investment.
- Tools: Machine Learning, Classification Models.
Crime Prediction System
- Objective: Predict crime occurrences based on historical data.
- Applications: Law Enforcement, Public Safety.
- Tools: Machine Learning, Time Series Analysis.
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Top 40 Machine Learning Projects with Code and Documents for finial Year
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