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Introduction to Liminal

Overview

Skills Needed

Get started with Liminal for machine learning pipelines. Explore data ingestion techniques, model training workflows, and deployment strategies with Liminal.

  • Basic knowledge of machine learning concepts

Outline

  • Introduction to Liminal
  • Setting Up Liminal Environment
  • Data Ingestion Techniques
  • Data Preprocessing and Transformation
  • Model Training Workflows
  • Model Evaluation and Validation
  • Model Deployment Strategies
  • Monitoring and Scaling ML Pipelines
  • Integration with Streaming Platforms
  • Best Practices for ML Pipeline Development with Liminal
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