🤖 AI u Tagħlim Awtomatiku

Gradient Descent VisualiserWatch SGD, Momentum, RMSprop and Adam navigate a 3D loss landscape in real time. Compare… K-Means Clustering — Machine Learning VisualiserVoronoi regions and centroid trails update as K-Means++ steps through blob, half-moon or… Convolutional Neural NetworkA filter scans an 8×8 image layer by layer — watch convolution, ReLU activation and… Neural GasNewWatch a neural gas network adapt to data topology — competitive learning with neighbourhood… Neural Network TrainingNewWatch backpropagation train a small feedforward network in real time — see weights and loss… Medical Scan Classifier — How a CNN Reads an ImageNewWatch a convolutional filter scan a synthetic medical scan, extract features, and output a… Supply Chain Route Optimizer — A Genetic Algorithm at WorkNewWatch a genetic algorithm evolve delivery routes across a map of warehouses and customers —… Sales Forecast Simulator — Trend, Seasonality & NoiseNewBuild a synthetic sales history from trend, seasonality and noise, then watch a forecasting… Business Decision Classifier — Logistic Regression LiveNewA logistic regression boundary bends to separate two outcome classes as gradient descent… Support Chatbot Intent Map — Nearest-Neighbour RoutingNewType a support message and watch it get embedded into 2D space and routed to the nearest… Recommendation Engine — Collaborative Filtering LiveNewA user-item rating matrix factors into latent taste vectors — watch recommendations update… RPA Workflow Automation — Bots on a Process GraphNewTasks flow through a business process graph as software bots execute rule-based steps and… Fraud & Risk Anomaly Detector — LiveNewTransactions scatter across a 2D feature space — an anomaly-detection boundary flags… Churn Prediction ROC ExplorerNewA trained classifier scores customers by churn probability — drag the threshold and watch… Inventory Reorder Simulator — Demand, Safety Stock & StockoutsNewRun days forward through a forecasting-driven reorder system — watch stock levels and… Competitor Signal Radar — Sentiment & Topic ClusteringNewSimulated competitor mentions stream in and get scored for sentiment and clustered by topic… Emergency Resource Allocator — Demand-Driven DispatchNewAmbulances reposition across a city grid as a demand-forecasting model predicts where calls… Adaptive Traffic Signal TwinNewA grid of intersections runs fixed-time signals or an adaptive controller that reads live… Public Sector Fraud Classifier — Precision, Recall & the Confusion MatrixNewA classifier scores benefit claims by fraud risk — watch precision and recall shift live as… Outbreak Early-Warning — Signal Fusion vs Case CountsNewSearch-trend, pharmacy-sales and hospital-admission signals lead the official case count —… Government Chatbot Dialogue ManagerNewWatch a citizen-service chatbot's dialogue state machine light up as a conversation unfolds… Transit Route & ETA PredictorNewBuses move across a route network as Dijkstra's algorithm computes shortest paths and a live…