Gartner Research

Comparing AI-/ML-Based Systems That Minimize Data Science Requirements

Published: 22 September 2020

ID: G00732094

Analyst(s): Sumit Agarwal

Summary

Organizations developing AI and ML solutions are challenged with a shortage of data science skills, longer development cycles and other complexity barriers. This research helps data and analytics technical professionals assess approaches to accelerate development of AI- and ML-based systems.

Table Of Contents

Overview

Comparison

Analysis

Guidance

Gartner Recommended Reading

Note 1: ResNet-50

Note 2: ImageNet

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