target audience: TECH BUYER  Publication date: Jul 2024 - Document type: IDC Perspective - Doc  Document number: # US52383124

Generative AI Augmenting the Traditional AI and Machine Learning Life Cycle

By:  Kathy Lange

Add to shopping cart $7,500.00
Back to Document Abstract

Content

List of Figures



Related Links

Back to Document Abstract

Table of Contents


  • Executive Snapshot

    • Figure: Executive Snapshot: Generative AI Augmenting the Traditional AI and Machine Learning Life Cycle

  • Situation Overview

    • Figure: Artificial Intelligence and Machine Learning Life Cycle

  • IDC's Point of View

    • Figure: Artificial Intelligence and Machine Learning Life Cycle Augmented with Foundation Models

    • Copilots

    • Bias Detection

    • Data Pipelines

    • Feature Pipelines

    • Train Model

    • Validate and Integrate

    • Deploy and Monitor

    • Enterprise Needs

    • Figure: Anticipated Value of GenAI Integration Within AI/ML Life Cycle

    • Vendor Integration of Foundation Models in Commercial AI/ML Platforms

  • Advice for the Technology Buyer

  • Learn More

    • Related Research

    • Synopsis