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100+ ML PROJECTS

Every project includes Full Source Code, Documentation, and IEEE Base Paper support. Curated for the academic batch.

Project Catalog

ML-HC-01

Non-Invasive Diabetes Prediction using Behavioral Patterns

Random ForestIEEE
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ML-HC-02

Chronic Kidney Disease Detection using Clinical EHR Data

XGBoostIEEE
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ML-HC-03

Heart Disease Diagnosis via ECG Signal Classification

SVM / KNNIEEE
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ML-HC-04

ICU Patient Readmission Risk Prediction

LightGBMIEEE
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ML-HC-05

Asthma Attack Prediction using Wearable Sensor Fusion

LSTM-ML HybridIEEE
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ML-HC-06

Drug Synergy Prediction for Cancer Therapy

Graph MLIEEE
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ML-HC-07

Parkinson’s Disease Detection via Voice Feature Analysis

XGBoostIEEE
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ML-HC-08

Liver Cirrhosis Stage Prediction using Clinical Data

Random ForestIEEE
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ML-HC-09

Breast Cancer Survival Prediction via Genomic Data

Ensemble LearningIEEE
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ML-HC-10

Fetal Health Classification from Cardiotocogram Data

Decision TreesIEEE
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ML-HC-11

Stroke Risk Assessment using Lifestyle Parameters

Logistic RegressionIEEE
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ML-HC-12

Pneumonia Detection from Chest X-Ray Metadata Analysis

MLPIEEE
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ML-HC-13

Automatic Sleep Stage Scoring using Polysomnography

Gradient BoostingIEEE
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ML-HC-14

Predicting Hospital Length of Stay for Surgery Patients

Ridge RegressionIEEE
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ML-HC-15

Sepsis Early Warning System in Emergency Departments

CatBoostIEEE
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ML-HC-16

Mental Health Disorder Prediction via Social Media Usage

NLP-MLIEEE
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ML-HC-17

COVID-19 Patient Mortality Risk Prediction

Random ForestIEEE
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ML-HC-18

Thyroid Disease Classification using Bio-Markers

Neural NetworksIEEE
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ML-HC-19

Skin Lesion Classification using Dermoscopic Features

KNNIEEE
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ML-HC-20

Allergy Sensitivity Prediction using Patient History

SVMIEEE
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ML-FI-01

Real-time Credit Card Fraud Detection using Isolation Forest

Scikit-LearnIEEE
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ML-FI-02

Stock Market Trend Prediction using Hybrid LSTM-RF

Python / KerasIEEE
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ML-FI-03

Customer Churn Prediction for E-commerce Platforms

K-MeansIEEE
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ML-FI-04

Explainable ML for Credit Risk Scoring (SHAP/LIME)

XAIIEEE
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ML-FI-05

Insurance Claim Severity Prediction via CatBoost

CatBoostIEEE
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ML-FI-06

Cryptocurrency Volatility Forecasting using GARCH-ML

StatsModelsIEEE
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ML-FI-07

Bank Loan Default Prediction using SMOTE Tech

XGBoostIEEE
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ML-FI-08

Portfolio Optimization using Genetic Algorithms & ML

PyPortfolioOptIEEE
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ML-FI-09

Real-estate Price Prediction via Multi-variate Regression

Scikit-LearnIEEE
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ML-FI-10

Algorithmic Trading Bot based on Sentiment & Price ML

BacktraderIEEE
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ML-FI-11

Detection of Money Laundering via Network Analysis

Graph MLIEEE
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ML-FI-12

Tax Evasion Detection using Anomaly Detection

Isolation ForestIEEE
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ML-FI-13

Credit Limit Enhancement Prediction for Banks

Gradient BoostingIEEE
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ML-FI-14

Personalized Financial Product Recommendation Engine

Collaborative FilteringIEEE
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ML-FI-15

Gold Price Forecasting using Seasonal Time Series

ProphetIEEE
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ML-FI-16

Automated Invoice Processing & Error Detection

OCR-MLIEEE
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ML-FI-17

Market Basket Analysis for Retail Inventory

AprioriIEEE
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ML-FI-18

Predicting Bankruptcy for SME Businesses

AdaBoostIEEE
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ML-FI-19

Credit Scorecard Development for Micro-Finance

Logistic RegressionIEEE
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ML-FI-20

Peer-to-Peer Lending Risk Assessment

Random ForestIEEE
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ML-CS-01

Zero-Day Malware Detection via Behavioral Discovery

Isolation ForestIEEE
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ML-CS-02

Intrusion Detection System (IDS) for IoT Networks

Decision TreesIEEE
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ML-CS-03

Phishing Attack Detection via URL & Content Analysis

NLP / SklearnIEEE
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ML-CS-04

Behavioral Biometrics for Continuous Authentication

One-Class SVMIEEE
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ML-CS-05

Botnet Detection in High-Speed Networks

Naive BayesIEEE
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ML-CS-06

Spam Mail Detection using Ensemble Classifiers

EnsembleIEEE
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ML-CS-07

SQL Injection Detection using Machine Learning

TF-IDFIEEE
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ML-CS-08

User Behavior Analytics (UBA) for Insider Threats

Anomaly DetectionIEEE
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ML-CS-09

DDoS Attack Mitigation using ML Classifiers

Random ForestIEEE
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ML-CS-10

Network Traffic Classification via Deep Packet Analysis

C4.5IEEE
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ML-CS-11

Malicious Domain Name Detection using NLP

Character-RNN-MLIEEE
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ML-CS-12

Android Malware Detection via Permission Analysis

SVMIEEE
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ML-CS-13

Steganography Detection in Digital Media

GNNIEEE
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ML-CS-14

Automated Threat Hunting using ML Heuristics

Heuristic-MLIEEE
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ML-CS-15

Secure Cloud Data Integrity Verification via ML

Hash-MLIEEE
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ML-CS-16

VPN Traffic Fingerprinting & Detection

XGBoostIEEE
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ML-CS-17

Ransomware Behavioral Analysis and Prediction

Dynamic AnalysisIEEE
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ML-CS-18

Automated Firewall Rule Optimization via ML

ReinforcementIEEE
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ML-CS-19

Social Engineering Detection in Email Content

BERT-MLIEEE
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ML-CS-20

Network Load Balancing via Predictive ML

SARIMAIEEE
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ML-AG-01

Crop Yield and Soil Nutrient Prediction

XGBoostIEEE
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ML-AG-02

Precision Irrigation using IoT & ML Sensors

RegressionIEEE
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ML-AG-03

Automated Pest Infestation Detection

MLPIEEE
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ML-AG-04

Soil Erosion Risk Analysis via Geospatial ML

Geo-PandasIEEE
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ML-AG-05

Urban Air Quality Index (AQI) Prediction

Time SeriesIEEE
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ML-AG-06

Plant Disease Classification using Leaf Features

CNN-ML HybridIEEE
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ML-AG-07

Rainfall Prediction for Sustainable Farming

LSTMIEEE
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ML-AG-08

Water Quality Assessment using Chemical Parameters

SVMIEEE
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ML-AG-09

Fertilizer Recommendation System for Farmers

Decision TreesIEEE
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ML-AG-10

Animal Health Monitoring in Dairy Farms

K-MeansIEEE
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ML-AG-11

Forest Fire Prediction using Satellite Imagery Data

Random ForestIEEE
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ML-AG-12

Smart Greenhouse Climate Control via ML

Linear RegressionIEEE
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ML-AG-13

Biodiversity Tracking via Sound Recognition

Audio-MLIEEE
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ML-AG-14

Harvest Time Prediction for High-Value Crops

ProphetIEEE
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ML-AG-15

Groundwater Level Forecasting for Smart Cities

ANNIEEE
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ML-AG-16

Pesticide Spraying Optimization using ML

Optimization-MLIEEE
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ML-AG-17

Detection of Adulteration in Agri-Products

Spectroscopy-MLIEEE
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ML-AG-18

Land Cover Change Detection via Satellite Data

UnsupervisedIEEE
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ML-AG-19

Predicting Solar Energy Potential for Farms

XGBoostIEEE
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ML-AG-20

Sustainable Waste Management via Sorting ML

Vision-MLIEEE
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ML-IN-01

Predictive Maintenance of Wind Turbines

Anomaly DetectionIEEE
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ML-IN-02

Energy Consumption Forecasting for Smart Buildings

ProphetIEEE
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ML-IN-03

Quality Defect Prediction in Manufacturing Lines

EnsembleIEEE
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ML-IN-04

Power Grid Instability Prediction using PMU Data

SVMIEEE
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ML-IN-05

Industrial Robot Path Optimization

Q-LearningIEEE
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ML-IN-06

Predictive Analysis of Engine Life Cycles

RegressionIEEE
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ML-IN-07

Supply Chain Risk Management & Prediction

XGBoostIEEE
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ML-IN-08

Real-time Inventory Optimization for Factories

MLPIEEE
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ML-IN-09

HVAC Energy Efficiency Prediction via ML

RidgeIEEE
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ML-IN-10

Aircraft Engine Health Monitoring

Random ForestIEEE
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ML-IN-11

Automated Resume Screening & Ranking

NLP-MLIEEE
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ML-IN-12

Customer Sentiment Analysis for Product Design

Naïve BayesIEEE
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ML-IN-13

Predicting Employee Attrition for HR Analytics

Logistic RegressionIEEE
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ML-IN-14

E-learning Engagement Prediction for Students

ClusteringIEEE
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ML-IN-15

Real-time Translation using ML Transformers

Transformer-MLIEEE
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ML-IN-16

Ride-Sharing Wait Time Prediction

XGBoostIEEE
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ML-IN-17

Smart City Traffic Flow Forecasting

SARIMAIEEE
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ML-IN-18

Predictive Analysis of Disaster Impacts

Random ForestIEEE
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ML-IN-19

Game Player Behavior Analysis & Retention

LightGBMIEEE
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ML-IN-20

Automated Content Tagging for Digital Assets

Multi-Label MLIEEE
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