New Features

Marketing AION (Artificial Intelligence ON) is a comprehensive platform for managing the AI lifecycle, designed to apply machine learning to real-world challenges.

It covers the entire pipeline, from raw data ingestion to the deployment of machine learning models, with a low-code/no-code interface. Marketing AION incorporates AutoML, MLOps, and an automatic code generation pipeline right out of the box. All AutoML stages are fully automated within Marketing AION. By simply providing input data and specifying the use case, the platform automatically processes all stages of the data analytics cycle to produce the optimal model for deployment.
Note: Marketing AION is a dockerized solution, so you will need docker setup on your system for accessing it.

The list of new features introduced in version 12.1.9 of Marketing AION are as follows:

AutoML
Enable business users generate ML models with no code approach
  • Use case - Create a new use case for model training
  • Import - Import a New Model (Your OWN model) to MaxAI
  • Utilities- ML Test, Data Generator, Data Labeling for the ML/AI models
MLOPs
Model Versioning, Deployment and Drift Monitoring
MLaC
‘Machine Learning as Code’ for automatic pipeline code generation as python or container image
User Friendly Data Analysis
Guided steps to see the data and perform exploratory data analysis
BYOM (Bring Your Own Model)
You can bring your own trained model into Marketing AION using PKL and SAV file types.
Note:
  • Marketing AION does not identify any other user context path or root context path.
  • Model and data file should be put on the Marketing AION user mountpoint. For example, /home/aionuser/mountpoint/HCLT/data/AB-Test-2.joblib
  • User should use the same training feature and target feature which were used to train the model in the first place.
  • Model performance data will be available based on mentioned configuration only.