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Best Low-Code Machine Learning Platforms Software - Page 2

Adam Crivello
AC
Researched and written by Adam Crivello

Low-code machine learning (ML) platforms enable businesses to build, train, and deploy machine learning (ML) models primarily through a visual or guided user interface, rather than through extensive programming. These platforms accelerate the process of predictive modeling and AI development and make it more accessible to business analysts, subject matter experts, and data scientists who may not be experienced coders.

Using drag-and-drop interfaces, AutoML workflows, or wizard-style guidance, these platforms handle key steps of the ML lifecycle while reducing the technical complexity for the user. Many solutions also include prebuilt components, explainability features, collaboration and governance tools, and integrations with enterprise data sources. Businesses adopt low-code ML platforms to accelerate AI adoption, empower non-technical teams, and standardize the deployment of models into production environments.

Unlike traditional data science and machine learning platforms, low-code ML platforms deliver end-to-end functionality through a user-friendly interface. Some enterprise cloud providers offer low-code ML capabilities within broader AI ecosystems, while dedicated vendors focus solely on visual ML model development and deployment.

To qualify for inclusion in the Low-Code Machine Learning (ML) Platforms category, a product must:

Provide a graphical, low-code or no-code interface to build and train custom ML models on user-provided data
Include built-in functionality to evaluate trained models
Offer direct deployment options from the interface, such as batch scoring, API endpoints, or managed service environments
Support data ingestion through uploads or connectors to databases, cloud storage, or other sources
Enable collaboration and governance through features like role-based access, project or workspace management, or auditability
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Featured Low-Code Machine Learning Platforms Software At A Glance

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G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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19 Listings in Low-Code Machine Learning Platforms Available
(26)4.4 out of 5
View top Consulting Services for DataRobot
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DataRobot’s enterprise AI platform democratizes data science with end-to-end automation for building, deploying, and managing machine learning models. This platform maximizes business value by deliver

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 58% Small-Business
    • 31% Enterprise
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    DataRobot
    Year Founded
    2012
    HQ Location
    Boston, Massachusetts
    Twitter
    @DataRobot
    19,312 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    845 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DataRobot’s enterprise AI platform democratizes data science with end-to-end automation for building, deploying, and managing machine learning models. This platform maximizes business value by deliver

Users
No information available
Industries
  • Computer Software
Market Segment
  • 58% Small-Business
  • 31% Enterprise
Seller Details
Seller
DataRobot
Year Founded
2012
HQ Location
Boston, Massachusetts
Twitter
@DataRobot
19,312 Twitter followers
LinkedIn® Page
www.linkedin.com
845 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    dotData Pioneered the AutoML 2.0 full-cycle data science automation platform. Fortune 500 organizations around the world use dotData to accelerate their ML and AI projects and deliver higher business

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    dotData
    Year Founded
    2018
    HQ Location
    San Mateo, US
    Twitter
    @dotDataUS
    272 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    94 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

dotData Pioneered the AutoML 2.0 full-cycle data science automation platform. Fortune 500 organizations around the world use dotData to accelerate their ML and AI projects and deliver higher business

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
Seller
dotData
Year Founded
2018
HQ Location
San Mateo, US
Twitter
@dotDataUS
272 Twitter followers
LinkedIn® Page
www.linkedin.com
94 employees on LinkedIn®
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(22)4.1 out of 5
View top Consulting Services for Google Cloud AutoML
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  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Google Cloud AutoML is a suite of machine learning products designed to enable developers with limited expertise to train high-quality custom models tailored to their specific business needs. By lever

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 45% Small-Business
    • 27% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Google Cloud AutoML Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    AI Integration
    1
    Ease of Use
    1
    Easy Integrations
    1
    Integrated Platform
    1
    Intuitive
    1
    Cons
    Cost
    1
    Expensive
    1
  • Seller Details
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  • Seller Details
    Seller
    Google
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,622,664 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,935 employees on LinkedIn®
    Ownership
    NASDAQ:GOOG
Product Description
How are these determined?Information
This description is provided by the seller.

Google Cloud AutoML is a suite of machine learning products designed to enable developers with limited expertise to train high-quality custom models tailored to their specific business needs. By lever

Users
No information available
Industries
No information available
Market Segment
  • 45% Small-Business
  • 27% Enterprise
Google Cloud AutoML Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
AI Integration
1
Ease of Use
1
Easy Integrations
1
Integrated Platform
1
Intuitive
1
Cons
Cost
1
Expensive
1
Seller Details
Seller
Google
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,622,664 Twitter followers
LinkedIn® Page
www.linkedin.com
325,935 employees on LinkedIn®
Ownership
NASDAQ:GOOG
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packagi

    We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Spotfire
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    103 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packagi

We don't have enough data from reviews to share who uses this product. Leave a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
Seller
Spotfire
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
103 employees on LinkedIn®