Welcome
User Guide
Introduction
Marketing AION (Artificial Intelligence ON) is an AI life cycle management platform for applying machine learning to real-world problems. Marketing AION encompasses the complete pipeline from raw data ingestion to a deployable machine learning model with a less-code/no-code approach.

Release Notes
Installation Guide
Developer Guide
MLAC User Guide
User Guide
- Introduction
  Marketing AION (Artificial Intelligence ON) is an AI life cycle management platform for applying machine learning to real-world problems. Marketing AION encompasses the complete pipeline from raw data ingestion to a deployable machine learning model with a less-code/no-code approach.
  - Marketing AION Engines
    Marketing AION has a multi-stage pipeline as depicted below in the figure.
  - Accessing Marketing AION
    To access Marketing AION, complete the following steps:
- Model Management
- Model Training
- Model Prediction
  Model prediction predicts the input data based on the pattern of training data.
- Trusted AI
  This feature is available for classification and regression problem types.
- Model Monitoring
  This feature is available for classification and regression problem types.
- Utility
  For Data Generator and BYOM (Bring Your Own Model), select the Utility tab.

Introduction

Marketing AION (Artificial Intelligence ON) is an AI life cycle management platform for applying machine learning to real-world problems. Marketing AION encompasses the complete pipeline from raw data ingestion to a deployable machine learning model with a less-code/no-code approach.

It includes the following sub-processes:


AutoML	Enable business user-generated ML models with no code approach
MLOPs	Model Versioning, Deployment & Drift Monitoring
MLac	Machine Learning as Code for automatic pipeline code generation
Explainability	Higher accuracy predictions with supported explanations and model confidence

In Marketing AION, all these processes are automated. When you give input data and the use case that needs to be solved, Marketing AION runs through all the stages of data analytics cycle and generates the best deployment model.

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