ML.NET

ML.NET is a free software machine learning library for the C# and F# programming languages. It also supports Python models when used together with NimbusML

Sentiment analysis

Analyze the sentiment of customer reviews using a binary classification algorithm.

Product recommendation

Recommend products based on purchase history using a matrix factorization algorithm.

Price prediction

Predict taxi fares based on parameters such as distance traveled using a regression algorithm.

Customer segmentation

Identify groups of customers with similar profiles using a clustering algorithm.

Object detection

Recognize objects in an image using an ONNX deep learning model.

Fraud detection

Detect fraudulent credit card transactions using a binary classification algorithm.

Sales spike detection

Detect spikes and changes in product sales using an anomaly detection model.

Image classification

Classify images (for example, broccoli vs. pizza) using a TensorFlow deep learning model.

Sales forecasting

Forecast future sales for products using a regression algorithm.