AI ML Project Ideas

6 minute read

AI Project Ideas

[AI Project Ideas

Introduction

In your journey of learning and practicing AI project you may find these articles and repositories useful. I found it over many places and compiled them here. Some of the link may break. These are beginner level ideas for AI project. If you are starting your journey then you will find value in exploring these. If you have been seriously for more than 5+ years in AI/ML then your can ignore this article.

Project Idea Blogs

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

About the Author

Dr. Hari Thapliyal is a prolific blogger and seasoned professional with an extensive background in Data Science, Project Management, and Advait-Vedanta Philosophy. He holds a Doctorate in AI/NLP from SSBM, Geneva, along with Master’s degrees in Computers, Business Management, Data Science, and Economics. With over three decades of experience in management and leadership, Hari has extensive expertise in training, consulting, and coaching within the technology sector. His specializations include Data Science, AI, Computer Vision, NLP, and machine learning. Hari is also passionate about meditation and nature, often retreating to secluded places for reflection and peace.

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