Visual Machine Learning

Product Features

• In built feature to upload structured data from csv, excel, JSON and database
• UI to visualize the data in tabular format with pre-processing options
• Point and click feature to select algorithms and their parameters and hyperparameters
• Auto ML utility is present to automatically display the best models for the data
• Visualize the training process, model explainability and residual error analysis in UI
• NLP module for creating text embeddings and applying ML + DL models
• Computer vision module for image processing and creating image embeddings

Modules

1. Data Extraction - File upload, Database connectors, API connectors
2. Data Pre-processing - cleaning, tranformation and so on
3. Supervised Learning - Classification, Regression
4. Unsupervised Learning - CLustering, Recommendations
5. Natural Language processing - Text preprocessing, word embedding, Text similarity and so on
6. Image Processing - Feature extraction, Object detection, Image classification

Algorithms

Coming soon...