Data Science Projects for Beginners

Popular Projects

Python Projects:-

• 1. key generation for zero steganography using dna sequences
• 2. advanced generative modeling for climate change forecasting and impact evaluation
• 3. secure electronic voting using blockchain
• 4. deep learning approach for human stress detection using haar cascade
• 5. vitamin deficiency detection using image processing and convolution neural network
• 6. aerial surveillance using satellite images using machine learning
• 7. medical store management system
• 8. breast cancer detection using machine learning and medical imaging
• 9. wi-fi network intrusion detection: enhanced with feature extraction and machine learning algorithms
• 10. a chatbot that offers mental health support coping strategies and resources for individuals dealing with stress anxiety or depression

Web Application:-

• 1. online dj booking management system
• 2. secure image steganography with captcha authentication for hidden text protection
• 3. smart canteen solutions automating food services with iot & ai
• 4. instagram clone web application using the mern stack
• 5. directory management system
• 6. crop anomaly detection using cnn and camouflage object detection
• 7. cardiovascular disease prediction using retinal image deep learning project
• 8. online examination system using php my sql
• 9. library management system
• 10. ai enabled smart energy load prediction system using lstm

Machine Learning:-

• 1. travel ease you all in one transportation booking companion application
• 2. financial fraud detection with machine learning advanced ai for risk prevention
• 3. on-screen monitoring system using federated learning and machine learning
• 4. credit score prediction and loan analysis system using machine learning
• 5. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 6. gan-based image super-resolution with a novel quality loss
• 7. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 8. human machine collaboration for improved brain computer interface
• 9. parkinsons detection using machine learning
• 10. enhancing customer retention in the telecom industry with machine learning driven churn prediction

Embedded Projects:-

• 1. dtmf controlled robotic vehicle
• 2. automatic vehicle speed limiter for express highways using smart control systems
• 3. voice controlled four-wheel robot using arduino
• 4. object temperature deduction system
• 5. smart home automation system using iot with web and mobile control
• 6. ai crop recommendation by using llm with help of chatbot
• 7. water quality monitoring system using iot for real-time smart water management
• 8. wearable smart shoe technology for health and fitness monitoring with bluetooth android app
• 9. line follower and obstacle avoiding cleaning robot
• 10. smart agriculture crop monitoring system using stm32

IoT Projects:-

• 1. wearable smart shoe technology for health fitness using iot
• 2. accident detection and alert system using arduino and iot
• 3. line follower and obstacle avoiding cleaning robot
• 4. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 5. flood early detection and avoidance system using iot
• 6. design and implementation of smart irrigation system and seed sowing machine
• 7. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 8. smart agriculture crop monitoring system using stm32
• 9. iot based manhole detection and monitoring system using stm32
• 10. fingerprint-based blood group detection system using image processing and machine learning

Raspberry Pi Projects:-

• 1. e-secure office using face, fingerprint, password and rfid authentication with raspberry pi
• 2. women safety and health monitoring device using iot
• 3. board security robot using raspberry pi
• 4. computational intelligence techniques for estimation of electricity energy consumption and performance analysis
• 5. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 6. face fingerprint based bank locker security system using raspberry pi with otp verification
• 7. self driving rc car using raspberry pi
• 8. real-time object detection and masking framework using ai & computer vision
• 9. smart transportation in industrial warehouses
• 10. iot-based chemical detection system using lora and raspberry pi with machine learning integration

Java Projects:-

• 1. employee leave management system
• 2. data leakage detection system using alteration-based tracking java project
• 3. car showroom management system
• 4. online survey system java mysql java project
• 5. crowd sourcing platform for teachers using nlp for task processing
• 6. fake product identification system
• 7. automated attendance system using facial recognition
• 8. cloud-enabled complaint tracker cloud computing java project
• 9. vitamin deficiency detection using image processing and convolution neural network
• 10. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project

Electrical Projects:-

• 1. single phase differential boost inverter for induction motor drive design and simulation
• 2. single phase single-switch vienna rectifier for pfc battery charging applications electrical projects
• 3. design and simulation of a nine-level multilevel inverter using nearest level control technique
• 4. solar power generation system with power smoothing function using dual-input buck-boost inverter | matlab simulation
• 5. single phase multilevel inverter topologies based im drive with self voltage balancing capabilities
• 6. design of lc-cl compensation method for wireless power transfer
• 7. design and simulation of a nine-level multilevel inverter using nearest level control technique | matlab simulink
• 8. simulation of hybrid battery-pv-wind-fuel cell sources integrated in dc-microgrid
• 9. fuzzy logic controlled interleaved boost converter for efficient battery charging | matlab simulation
• 10. pv sourced switched-capacitor boost multilevel inverter with reduced number of switches | matlab simulation

Image Processing:-

• 1. covid-19 detection using transfer learning
• 2. real time food calories estimation in fruit and vegetables using yolo model
• 3. yoga pose and human activity recognition system
• 4. efficient classification and grading of mangoes with ganfis algorithm
• 5. content based image retrieval using convolutional neural network
• 6. lung disease prediction using multimodal deep learning | transformer-based medical diagnosis system
• 7. brain tumor detection and classification using cnn with image fusion techniques
• 8. ai based detection of diabetic retinopathy using deep learning
• 9. ai based stress level prediction for it employees using machine learning final year projects
• 10. advanced traffic sign detection system with artificial intelligence

AI Projects:-

• 1. smart vitals for non-invasive disease prediction
• 2. early parkinson detection using machine learning ai based diagnosis
• 3. ai powered cybersecurity visualization global threats and defense strategies
• 4. hand gesture detection for multi language recognition using convolutional neural network
• 5. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 6. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 7. breast cancer detection and classification using convolution neural networks
• 8. customer support chat bot using natural language processing
• 9. plant leaf disease detection using flask ai powered web applications
• 10. alzheimer disease detection

Data Mining:-

• 1. tour recommender app using cloud resource sharing cloud computing java project

Cloud Computing:-

• 1. developing an online banking application with spring boot reactjs and mysql
• 2. network monitoring system java project
• 3. cloud based e-learing portal cloud computing java project
• 4. email spam deduction system using java
• 5. encrypted cloud storage system using aes-gcm
• 6. tour recommender app using cloud resource sharing cloud computing java project
• 7. voice command app with cloud functions cloud computing java project
• 8. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 9. file sharing system with google drive api cloud computing java project
• 10. attendance tracker system java mysql java project

VLSI Projects:-

• 1. test product for meta review

MERN Projects:-

• 1. instagram clone web application using the mern stack
• 2. task manager web application using mern stack
• 3. support desk web application using the mern stack
• 4. music player web application using mern stack
• 5. facebook clone web application using the mern stack
• 6. mern stack chat appilication with translation
• 7. hospital management system web application using mern stack
• 8. online examination system with proctoring
• 9. fruit shop web application using the mern stack
• 10. online employee booking system for building construction

Android Projects:-

• 1. gym workout maintenance app
• 2. automated attendance system using facial recognition
• 3. bluetooth messenger chat app
• 4. covid19 stat app using android app
• 5. speech to text and text to speech android app
• 6. online movie streaming app
• 7. automated attendance system using facial recognition
• 8. android quiz app

Blockchain Projects:-

• 1. block chain powered cyber risk prediction and insurance platform
• 2. a blockchain-powered secure framework for organic agriculture
• 3. microservice-based banking application spring boot reactjs mysql cloud project
• 4. efficient and lightweight blockchain for secure transaction tracking using python
• 5. blockchain-based e-voting system using flask and python
• 6. attendance tracker system java mysql java project

Mini Projects:-

• 1. heart disease prediction using retinal images
• 2. travel ease you all in one transportation booking companion application
• 3. online fresh grocery order system using python flask framework with mysql
• 4. ensemble technique for brain tumor patient survival prediction
• 5. online examination system using php my sql
• 6. hospital management system
• 7. artistic image creation using neural style transfer with gan algorithm
• 8. calorie burn prediction analysis using machine learning project
• 9. iris detection for eye disease using machine learning and flask web application
• 10. automated classification of cervical cancer using machine learning techniques

BCA Projects:-

• 1. detection of cyber bullying on social media using machine learning
• 2. online tourism management system java mysql java project
• 3. heart disease prediction using retinal images
• 4. plant leaf disease detection using flask ai powered web applications
• 5. blood bank management system
• 6. vitamin deficiency detection using image processing and convolution neural network
• 7. music player web application using mern stack
• 8. deep learning approach for human stress detection using haar cascade
• 9. fetal abnormalities detection from ultrasound images using deep learning
• 10. real time video captioning using deep learning

MCA Projects:-

• 1. identification of mature level and count of nutmeg using color space segmentation algorithm
• 2. vehicle service management system
• 3. college score based university rank prediction using machine learning and flask web application
• 4. inventory management system using machine learning
• 5. inventory management system
• 6. a fast and effective vision enhancement method for single foggy image
• 7. secure electronic voting using blockchain
• 8. depression detection using federated learning and machine learning models
• 9. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online
• 10. machine learning techniques for chronic kidney disease risk prediction

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

• 1. smart flood alert system for real-time early warnings using handheld devices
• 2. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 3. automatic fault detection and clearing system in electric vehicles
• 4. medical patient monitoring system with real-time web dashboard with ml
• 5. fingerprint-based blood group detection system using image processing and machine learning
• 6. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 7. smart drought detection system using satellite data and real-time ai weather analysis
• 8. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 9. ai powered smart helmet with eye tracking and automated emergency services
• 10. smart flood detection and alert system using ml and handheld devices

Free Final Year Projects :-