Machine LearningAdvertisement Sale Prediction
Predicting if an existing customer will buy a product using Logistic Regression.
PythonLogistic RegressionScikit-learn
Project Archive
All AI/ML Projects
An end-to-end collection of projects across the machine learning lifecycle. Filter by category or search by technology to explore.
41 projects total5 categories
Showing 41 of 41 projects
Machine Learning
Machine LearningSalary Estimation
Estimating salary levels using the K-Nearest Neighbors (KNN) algorithm.
PythonKNNScikit-learn
Machine LearningTitanic Survival Prediction
Predicting passenger survival using the Naive Bayes algorithm.
PythonNaive BayesPandas
Machine LearningLeaf Species Detection
Classifying leaf images using Decision Tree algorithms.
PythonDecision TreeSeaborn
Machine LearningCustomer Spent Analysis
Unsupervised learning to cluster customers based on spending habits using K-Means Clustering.
PythonK-MeansHierarchical Clustering
NLPNLP Sentiment Analysis
Analyzing text data to determine sentiment using Natural Language Processing.
PythonNLTKRegex
Deep LearningCovid-19 Detection from X-Rays
Using Deep Learning (CNN) to detect Covid-19 from chest X-ray images.
PythonKerasCNNTensorFlow
Computer VisionHandwritten Digit Recognition
Classifying handwritten digits from the MNIST dataset using Random Forest ensemble learning.
PythonRandom ForestScikit-learn
Machine LearningBreast Cancer Detection
A comparative study of multiple machine learning algorithms for diagnostic classification of tumors.
PythonLogistic RegressionSVM
Machine LearningHouse Price Prediction
Predicting real estate prices based on property features using Simple and Multiple Linear Regression.
PythonLinear RegressionPandas
Machine LearningStudent Exam Mark Prediction
Forecasting academic performance based on study hours and attendance using Linear Regression.
PythonNumpyScikit-learn
Machine LearningSalary Prediction (Polynomial)
Modeling non-linear salary growth trends using Polynomial Regression techniques.
PythonPolynomial FeaturesMatplotlib
Machine LearningStock Market Trend Prediction
Forecasting stock price movements using Support Vector Regression (SVR) with RBF kernels.
PythonSVRPandas
Machine LearningHeight Prediction Model
Estimating person height based on genetic and demographic factors using Decision Tree Regressors.
PythonDecision TreeSeaborn
Machine LearningCar Price Prediction
Predicting resale value of automobiles using Random Forest Regression on multi-variate data.
PythonRandom ForestScikit-learn
Machine LearningHeart Disease Prediction
Predicting the presence of cardiovascular conditions using Naive Bayes probabilistic classification.
PythonNaive BayesMatplotlib
Machine LearningIris Clustering via PCA
Reducing dimensionality of flower datasets using Principal Component Analysis for optimized clustering.
PythonPCAK-Means
Machine LearningMovie Recommendation System
Building a collaborative filtering engine using Singular Value Decomposition (SVD).
PythonSurprise LibrarySVD
Data AnalysisMarket Basket Analysis
Discovering frequent itemsets and association rules in retail data using the Apriori algorithm.
PythonAprioriMlxtend
Deep LearningWeb Ad Optimization (RL)
Solving the Multi-Armed Bandit problem for advertisement clicks using Upper Confidence Bound.
PythonReinforcement LearningNumpy
Machine LearningTumor Prediction (XGBoost)
Using extreme Gradient Boosting to improve predictive accuracy in medical tumor classification.
PythonXGBoostScikit-learn
Deep LearningDiabetes Risk Prediction
Predicting diabetes onset in high-risk populations using Neural Networks and diagnostic data.
PythonKerasNeural Networks
Deep LearningAI Snake Game
Training an autonomous agent to play the classic Snake game using Reinforcement Learning.
PythonPygameDeep Q-Learning
NLPFake News Detection
Distinguishing between real and fake news articles using NLP and the Passive Aggressive Classifier.
PythonTfidfVectorizerScikit-learnPandas
Computer VisionReal Time Object Recognition
Detecting and tracking moving objects in video streams using computer vision techniques.
PythonOpenCVBackground Subtraction
Computer VisionAI powered Face Detection and Tracking
Implementing real-time face detection and tracking in video feeds.
PythonOpenCVHaar CascadesDeep Learning
Computer VisionAdvanced Real Time Multi-Color Object Tracking System
Tracking specific objects in video based on their color properties.
PythonOpenCVHSV Color Space
Computer VisionFace Recognition System Using OpenCV
Building a system to identify individuals from images or video using facial features.
PythonOpenCVFaceNetDeep Learning
Deep LearningAI Face Emotion Recognition System
Recognizing human emotions from facial expressions using deep learning models.
PythonTensorFlowKerasCNN
Deep LearningDiabetes Prediction using Neural Networks
Designing and implementing a basic neural network to predict diabetes onset.
PythonKerasNeural Networks
Deep LearningObject Recognition with Pre-trained Models
Utilizing pre-trained deep learning models for efficient object recognition tasks.
PythonTensorFlowKerasTransfer Learning
Deep LearningImage Classification
Classifying images into predefined categories using deep learning techniques.
PythonTensorFlowKerasCNN
Computer VisionAI powered Hand Gesture Recognition
Recognizing various hand gestures for human-computer interaction using computer vision.
PythonOpenCVMediapipeDeep Learning
Deep LearningPlant Leaf Disease Detection using CNN
Detecting and classifying plant leaf diseases from images using deep learning.
PythonTensorFlowKerasCNN
Computer VisionAI Character Recognition with PyQt5 GUI
Building a GUI application for character recognition using PyQt5 and computer vision techniques.
PythonOpenCVPyQt5Machine Learning
Computer VisionAI Enhanced Label Reading using OCR
Extracting text from images of labels using Optical Character Recognition (OCR).
PythonOpenCVTesseractOCR
Computer VisionAI-Powered Attendance System with Face Recognition (DL & ML)
Automated attendance system leveraging deep learning and machine learning for face recognition.
PythonOpenCVDeep LearningMachine Learning
Computer VisionSmart Traffic Analytics System: Vehicle Detection and Tracking
Detecting and tracking vehicles in real-time video streams for traffic analysis or autonomous driving.
PythonOpenCVYOLODeep Learning
Computer VisionLicense Plate Recognition (LPR) and ANPR System
Automatically identifying and extracting text from vehicle license plates.
PythonOpenCVTesseractOCR
Computer VisionDrowsiness Detection System
Monitoring driver alertness and detecting signs of drowsiness to prevent accidents.
PythonOpenCVDlibDeep Learning
Computer VisionAI-Powered Traffic Sign Classification System for Autonomous Vehicles
Recognizing and classifying various road signs to assist autonomous navigation systems.
PythonOpenCVDeep LearningCNN