List of Projects

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• Machine Learning Projects for 2021
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Projects by Domain

Agriculture

• Best Crop Prediction
• Crop Yield Prediction And Efficient Use Of Fertilizers
• Fertilizer Prediction
• Flood Prediction
• Rice Crop Disease Detection

BFSI (Banking, Financial Services, and Insurance)

• Bank Churn Model
• Bank Marketing
• Company Turnover Predictor
• Credit Card Fraud Detection
• Health Insurance Prediction
• Insurance Purchase Prediction
• Prediction of Insurance Claims using Health Analysis
• Loan Prediction Dataset Using Machine Learning With Data Analysis
• Prediction of loan eligibility of the customer
• Prediction Of Taxi Fare Using Exploratory Analysis
• Prediction of customer churn in the telecom industry
• Term Deposit Subscription Prediction
• ATM Software Python Project  
• Bank Management System Project  
• Loan Defaulter Prediction Machine Learning  
• Loan Eligibility Prediction Python Machine Learning  

Climate

• Air Quality Prediction
• Analysis and Forest Fire Area Prediction
• Flood Prediction
• Count Number of Rainy days in a year  

eCommerce

• Customer Recommendation System
• Fake Job Recruitment Detection
• Wish list Products Price Comparison Website Project
• High-value customers identification for an E-Commerce company
• Rossman Stores Sales Prediction
• Sales Prophesy in Business using ML
• Vehicle resale value Prediction
• Black Friday Sales Prediction project Machine Learning  
• Ecommerce Food Products Sales Forecasting System  
• Price Comparison Website for Online Shopping Project  

Economics

• Car Performance Prediction
• Wine Quality Prediction Using Chemical Analysis Data
• Predicting the strength of the concrete pillars used in industrial infrastructure
• Predicting the resale price of a car
• Web Traffic Prediction

Education

• Student Management System Project
• Detecting At-Risk Students With Early Interventions Using Machine Learning Techniques
• University Admission Prediction
• Online Examination System Project  
• Python Django College Management System  

Electronics

• Object Detection and Alert System for Visually Impaired People
• Smart Security System Using Image Recognition
• Traffic Signs Recognition Project
• An Efficient Gait Recognition Method for Known and Unknown Covariate Conditions

Energy

• Soil Moisture Retrieval using Groundwater Dataset using Machine Learning

Entertainment + Games + Sports  

• Animal Quiz Game  
• Ludo Game Project  
• Multiplayer Tic Tac Toe  
• Play Rock, Paper, and Scissors with Python  
• Image Caption And Speech Generation Using LSTM and GTTS API
• Music & Movie Recommendation
• Music Genre Classification using ML algorithms
• The Simpsons Character Recognition
• Tic Tac Toe Project
• Story Generator with Python
• Transformer Conversational Chatbot in Python using TensorFlow 2.0

Pharma+Health

• Breast Cancer Classification project  
• Diabetes Prediction using Machine Learning  
• Heart Disease Prediction using Machine Learning
• Skin Cancer Detection using Machine learning  
• Deep Learning Model for Detecting COVID-19 on Chest X-Ray Using Convolutional Neural Networks
• Detection of Malicious Code Variants Based on Deep Learning
• Early Prediction of Diabetes Mellitus Using Intensive Care Data to Improve Clinical Decisions
• Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques
• Kidney Disease Prediction
• Life Expectancy Analysis and Prediction
• Malaria disease prediction using deep learning
• Pneumonia Detection Using CNN
• Predicting the Readmission To Hospitals For Diabetic Patients
• Prediction of Chronic Kidney Disease Using Machine Learning
• Prediction Of Diabetes Mellitus
• Skin Disease Detection and Classification Using Deep Learning Algorithms
• Stress Detection in IT Professionals
• Suicidal tweets detection
• Survival Analysis Of Diabetes
• Survival of Heart Failure Prediction Using Feature Scaling
• Web Based Blood Donation Management System Project
• Web Based Pharmaceutical Store Sales Forecasting System

HR (Human Resources)

• Employee Attrition Prediction
• Human Activity Recognition
• Online Employee Payroll Management System Project  
• Online Employee Recruitment System Project in Python  

Industrial Safety

• Construction Site Accident Analysis & Prediction Using Text Data
• Outdoor Hazard Identification and Detection

Infrastructure

• Prediction of Exact Niche using Bank Data
• Web Based Place Finder Using Django and GeoDjango
• Hostel Management System Python  

Media+Publication

• Detection and Classification of Fruit Diseases
• Web Scraping to Create CSV
• Wish list Products Price Comparison Website Project
• Opinion Mining For Social Networking Sites
• Toxic Comment Detection
• Twitter Sentiment Analysis
• News Aggregator App project  

Public Safety+Security

• An Automatic Garbage Classification System Based on Deep Learning
• Detection of Malicious Code Variants Based on Deep Learning
• Detection and Classification of Fruit Diseases
• Real or fake face Detection
• Missing Child Identification System using Deep Learning and Multiclass SVM
• Smart Security System Using Image Recognition
• Driver Drowsiness Detection project  
• Online Crime Reporting System in Python Project  
• OTP Verification System  

Sales

• Advertisement Popularity Prediction
• Car Performance Prediction
• Customer Recommendation System
• Predicting the Resale Price of a Car
• Sales Prophesy in Business using ML  
• Ecommerce Food Products Sales Forecasting System  

Telecom

• Android Malware Detection Using Machine Learning Techniques
• Prediction of customer churn in the telecom industry

Tourism + Hospitality + Hotel + Restaurant + Event  

• Decision Tree Based Tourism Recommendation System  
• Hotel Management System Project  
• A Deep Learning Facial Expression Recognition Based Scoring System For Restaurants
• Restaurant Emotion Analysis (part of facial expression recognition)

Travel+Logistic

• Driving Decision Strategy (DDS) Based on Machine Learning for an Autonomous Vehicle
• Efficient Courier Tracking System Project  
• Logistics Management System Project in Python  

Misc (General/Multiple Domains) - AI Project  

• Age and Gender Detection project   
• Chatbot project   
• Color Detection project   
• Crime Data Analysis Project in Machine Learning   
• Deep and Machine learning Projects
• Deep Learning Projects Solved and Explained with Python
• Data Science Projects kaggle
• GANs Collection
• Generative Adversarial nets

Simple Python Projects

• Cartoon of an Image
• Pattern Recognition of IRIS Flower based on Artificial Intelligence
• Text to Image Generator using GAN
• Web Scraping Projects with Python
• Python GUI project
• Dice Roll Simulator  
• QR Code Generator  
• Scrape Instagram  
• Generate Password with Python