Atheros Cloud - How it works

TEXT CLASSIFICATION

Multi-class and multi-label text classification is one of the most common problem in machine learning & natural language processing. Our software helps companies to train the optimal machine learning model for text classification task much faster and cheaper without the need for data science expertise. The training of the text classification model is achieved through three simple steps.

Atheros Text Classification Software - Load dataset

LOAD DATASET

  • SQL & NoSQL support (PostgreSQL, MySQL, MSSQL, Oracle, MongoDB), ability to prepare new connector on demand
  • Load data with CSV or txt files
  • Cloud and on-premise deployment
  • Data cleaning & validation tools
  • Dataset insights
Atheros Text Classification Software - Load dataset

TRAIN MACHINE LEARNING MODEL

  • Create ML model with ease
  • Leverage transformer architecture
  • Support for data clustering
  • Automatic hyperparameter tuning
  • Binary, Multi-class and multi-label classification
  • BERT, XLNet and others
  • State of the art performance
Atheros Cloud - How it works

DEPLOY TO PRODUCTION

  • Deploy to production with one click
  • Advance reporting & monitoring
  • Automatic retraining
  • Serve with API or right in the UI
  • Active learning toolkit
  • Flexible scaling based on traffic
  • Improve accuracy over time

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