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TECH BUYER Mar 2019 - IDC Perspective - Doc # AP43909019

From Cottage Industry to the Production Line: Productivity Tools for Machine Learning

By: Thomas JingAssociate Market Analyst, Jessie Danqing CaiSenior Research Manager, Christopher Lee MarshallAssociate Vice President

Table of Contents

Executive Snapshot

Figure: Executive Snapshot: From Cottage Industry to the Production Line: Productivity Tools for Machine Learning

Situation Overview

A Summary of Productivity Tools for ML Model Building

Figure: ML Model Development Process

Figure: ML Modeling Productivity Tool

Data Virtualization Platforms for Data Architects and Data Engineers

Visual Coding Tools for Data Scientists and Data Engineers

In-Database ML Tools for SQL Users

Automated ML for Business Analysts and Data Scientists

Advice for the Technology Buyer

Learn More

Related Research

Synopsis

Content


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