Best Machine Learning Software - Page 5

MM
Researched and written by Matthew Miller

Machine learning software automates tasks for users by leveraging an algorithm to produce an output. These solutions are typically embedded into various platforms and have use cases across a wide variety of industries. Machine learning solutions improve the speed and accuracy of desired outputs by constantly refining them as the application digests more training data. Machine learning software improves processes and introduces efficiency to multiple industries, ranging from financial services to agriculture. Machine learning applications include process automation, customer service, security risk identification, and contextual collaboration.

Notably, end users of machine learning-powered applications do not interact with the algorithm directly. Rather, machine learning powers the backend of the artificial intelligence (AI) that users interact with. Some prime examples of this include chatbots software and automated insurance claims management software

To qualify for inclusion in the Machine Learning category, a product must:

Offer an algorithm or product that learns and adapts based on data
Be the source of intelligent learning capabilities for applications
Consume data inputs from a variety of data pools
Provide an output that solves a specific issue based on the learned data

Best Machine Learning Software At A Glance

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Highest Performer:
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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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226 Listings in Machine Learning Available
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Keysight Eggplant is a leading intelligent test automation platform that uses ML/AI to test the entire user journey — identifying and predicting any potential defects along the way. Unlike other te

    Users
    • Software Engineer
    • Test Automation Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 43% Enterprise
    • 35% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Keysight Eggplant 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
    Ease of Use
    36
    Automation
    21
    Customer Support
    16
    Automation Support
    13
    Intuitive
    10
    Cons
    Limited Features
    8
    Missing Features
    8
    Functionality Issues
    6
    Poor Interface Design
    6
    Bug Issues
    5
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Keysight Eggplant features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 8.8
    8.9
    Ease of Use
    Average: 8.4
    8.6
    Quality of Support
    Average: 8.4
    7.7
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2014
    HQ Location
    Santa Rosa, California, United States
    Twitter
    @Keysight
    13,621 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    12,235 employees on LinkedIn®
    Ownership
    NYSE: KEYS
Product Description
How are these determined?Information
This description is provided by the seller.

Keysight Eggplant is a leading intelligent test automation platform that uses ML/AI to test the entire user journey — identifying and predicting any potential defects along the way. Unlike other te

Users
  • Software Engineer
  • Test Automation Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 43% Enterprise
  • 35% Small-Business
Keysight Eggplant 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
Ease of Use
36
Automation
21
Customer Support
16
Automation Support
13
Intuitive
10
Cons
Limited Features
8
Missing Features
8
Functionality Issues
6
Poor Interface Design
6
Bug Issues
5
Keysight Eggplant features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 8.8
8.9
Ease of Use
Average: 8.4
8.6
Quality of Support
Average: 8.4
7.7
Ease of Admin
Average: 8.6
Seller Details
Year Founded
2014
HQ Location
Santa Rosa, California, United States
Twitter
@Keysight
13,621 Twitter followers
LinkedIn® Page
www.linkedin.com
12,235 employees on LinkedIn®
Ownership
NYSE: KEYS
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Kili Technology is a comprehensive labeling tool where you can label your training data fast, find and fix issues in your dataset, and simplify your labeling operations. Kili Technology dramatically a

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 39% Mid-Market
    • 37% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Kili 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
    Ease of Use
    3
    API Quality
    2
    API Usability
    2
    Collaboration
    2
    Data Labeling
    2
    Cons
    Annotation Issues
    2
    Access Issues
    1
    Complex Implementation
    1
    Difficult Learning
    1
    Difficult Navigation
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Kili features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 8.8
    8.8
    Ease of Use
    Average: 8.4
    9.5
    Quality of Support
    Average: 8.4
    9.3
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2018
    HQ Location
    Paris, FR
    Twitter
    @Kili_Technology
    431 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    61 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Kili Technology is a comprehensive labeling tool where you can label your training data fast, find and fix issues in your dataset, and simplify your labeling operations. Kili Technology dramatically a

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 39% Mid-Market
  • 37% Small-Business
Kili 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
Ease of Use
3
API Quality
2
API Usability
2
Collaboration
2
Data Labeling
2
Cons
Annotation Issues
2
Access Issues
1
Complex Implementation
1
Difficult Learning
1
Difficult Navigation
1
Kili features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 8.8
8.8
Ease of Use
Average: 8.4
9.5
Quality of Support
Average: 8.4
9.3
Ease of Admin
Average: 8.6
Seller Details
Year Founded
2018
HQ Location
Paris, FR
Twitter
@Kili_Technology
431 Twitter followers
LinkedIn® Page
www.linkedin.com
61 employees on LinkedIn®

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(1,186)4.5 out of 5
View top Consulting Services for Phrase Localization Platform
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Entry Level Price:$27.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The Phrase Localization Platform is a unique, AI-powered language platform that integrates translation, scoring, and automation tools in one place for businesses and language service providers. It off

    Users
    • Translator
    • Freelance Translator
    Industries
    • Translation and Localization
    • Computer Software
    Market Segment
    • 59% Small-Business
    • 27% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Phrase Localization Platform 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
    Ease of Use
    347
    Intuitive
    158
    Translation Efficiency
    149
    Translation Services
    133
    Features
    123
    Cons
    Translation Issues
    81
    Interface Issues
    64
    Missing Features
    51
    Text Editing Errors
    46
    Poor Interface Design
    44
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Phrase Localization Platform features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 8.8
    9.0
    Ease of Use
    Average: 8.4
    8.9
    Quality of Support
    Average: 8.4
    8.7
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Phrase
    Company Website
    Year Founded
    2010
    HQ Location
    Hamburg, Germany
    LinkedIn® Page
    www.linkedin.com
    367 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

The Phrase Localization Platform is a unique, AI-powered language platform that integrates translation, scoring, and automation tools in one place for businesses and language service providers. It off

Users
  • Translator
  • Freelance Translator
Industries
  • Translation and Localization
  • Computer Software
Market Segment
  • 59% Small-Business
  • 27% Mid-Market
Phrase Localization Platform 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
Ease of Use
347
Intuitive
158
Translation Efficiency
149
Translation Services
133
Features
123
Cons
Translation Issues
81
Interface Issues
64
Missing Features
51
Text Editing Errors
46
Poor Interface Design
44
Phrase Localization Platform features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 8.8
9.0
Ease of Use
Average: 8.4
8.9
Quality of Support
Average: 8.4
8.7
Ease of Admin
Average: 8.6
Seller Details
Seller
Phrase
Company Website
Year Founded
2010
HQ Location
Hamburg, Germany
LinkedIn® Page
www.linkedin.com
367 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ml.js is a machine learning and numeric analysis tools in javascript for node.js and browser.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 64% Mid-Market
    • 27% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • ml.js features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 8.8
    8.6
    Ease of Use
    Average: 8.4
    8.1
    Quality of Support
    Average: 8.4
    9.4
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    ml.js
    HQ Location
    N/A
Product Description
How are these determined?Information
This description is provided by the seller.

ml.js is a machine learning and numeric analysis tools in javascript for node.js and browser.

Users
No information available
Industries
No information available
Market Segment
  • 64% Mid-Market
  • 27% Small-Business
ml.js features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 8.8
8.6
Ease of Use
Average: 8.4
8.1
Quality of Support
Average: 8.4
9.4
Ease of Admin
Average: 8.6
Seller Details
Seller
ml.js
HQ Location
N/A
(15)4.6 out of 5
View top Consulting Services for UiPath Document Understanding
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The UiPath Business Automation Platform. From insight to innovation at the speed you need.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 53% Small-Business
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • UiPath Document Understanding 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
    Ease of Use
    9
    Data Extraction
    7
    Document Automation
    7
    AI Technology
    6
    Data Capture
    6
    Cons
    Training Required
    5
    Complex Setup
    4
    Complex Implementation
    3
    Expensive
    3
    Learning Curve
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • UiPath Document Understanding features and usability ratings that predict user satisfaction
    6.7
    Has the product been a good partner in doing business?
    Average: 8.8
    8.6
    Ease of Use
    Average: 8.4
    9.0
    Quality of Support
    Average: 8.4
    7.8
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    UiPath
    Year Founded
    2005
    HQ Location
    New York
    Twitter
    @UiPath
    105,354 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,892 employees on LinkedIn®
    Ownership
    NYSE: PATH
Product Description
How are these determined?Information
This description is provided by the seller.

The UiPath Business Automation Platform. From insight to innovation at the speed you need.

Users
No information available
Industries
No information available
Market Segment
  • 53% Small-Business
  • 33% Enterprise
UiPath Document Understanding 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
Ease of Use
9
Data Extraction
7
Document Automation
7
AI Technology
6
Data Capture
6
Cons
Training Required
5
Complex Setup
4
Complex Implementation
3
Expensive
3
Learning Curve
3
UiPath Document Understanding features and usability ratings that predict user satisfaction
6.7
Has the product been a good partner in doing business?
Average: 8.8
8.6
Ease of Use
Average: 8.4
9.0
Quality of Support
Average: 8.4
7.8
Ease of Admin
Average: 8.6
Seller Details
Seller
UiPath
Year Founded
2005
HQ Location
New York
Twitter
@UiPath
105,354 Twitter followers
LinkedIn® Page
www.linkedin.com
4,892 employees on LinkedIn®
Ownership
NYSE: PATH
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DagsHub is a platform that allows you to easily create high-quality datasets for better model performance A single AI platform to curate vision, audio, and document data - automate labeling workflo

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 63% Small-Business
    • 38% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DagsHub 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
    Collaboration
    4
    Tool Efficiency
    4
    Cost Efficiency
    3
    Customization Options
    3
    Data Management
    3
    Cons
    Error Handling
    1
    Expensive
    1
    Limited Customization
    1
    Limited Free Access
    1
    Limited Functionality
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DagsHub features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 8.8
    9.4
    Ease of Use
    Average: 8.4
    9.7
    Quality of Support
    Average: 8.4
    8.3
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
Product Description
How are these determined?Information
This description is provided by the seller.

DagsHub is a platform that allows you to easily create high-quality datasets for better model performance A single AI platform to curate vision, audio, and document data - automate labeling workflo

Users
No information available
Industries
No information available
Market Segment
  • 63% Small-Business
  • 38% Mid-Market
DagsHub 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
Collaboration
4
Tool Efficiency
4
Cost Efficiency
3
Customization Options
3
Data Management
3
Cons
Error Handling
1
Expensive
1
Limited Customization
1
Limited Free Access
1
Limited Functionality
1
DagsHub features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 8.8
9.4
Ease of Use
Average: 8.4
9.7
Quality of Support
Average: 8.4
8.3
Ease of Admin
Average: 8.6
Seller Details
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    NVIDIA Merlin empowers data scientists, machine learning engineers, and researchers to build high-performing recommenders at scale. Merlin includes libraries, methods, and tools that streamline the bu

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Mid-Market
    • 33% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • NVIDIA Merlin 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
    Scalability
    3
    Quality
    2
    AI Technology
    1
    Annotation Tools
    1
    Deployment Ease
    1
    Cons
    Data Security
    1
    Expensive
    1
    Limited Features
    1
    Limited Options
    1
    Poor Documentation
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • NVIDIA Merlin features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 8.8
    9.4
    Ease of Use
    Average: 8.4
    9.4
    Quality of Support
    Average: 8.4
    7.8
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    NVIDIA
    Year Founded
    1993
    HQ Location
    Santa Clara, CA
    Twitter
    @nvidia
    2,347,061 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    36,197 employees on LinkedIn®
    Ownership
    NVDA
Product Description
How are these determined?Information
This description is provided by the seller.

NVIDIA Merlin empowers data scientists, machine learning engineers, and researchers to build high-performing recommenders at scale. Merlin includes libraries, methods, and tools that streamline the bu

Users
No information available
Industries
No information available
Market Segment
  • 50% Mid-Market
  • 33% Small-Business
NVIDIA Merlin 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
Scalability
3
Quality
2
AI Technology
1
Annotation Tools
1
Deployment Ease
1
Cons
Data Security
1
Expensive
1
Limited Features
1
Limited Options
1
Poor Documentation
1
NVIDIA Merlin features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 8.8
9.4
Ease of Use
Average: 8.4
9.4
Quality of Support
Average: 8.4
7.8
Ease of Admin
Average: 8.6
Seller Details
Seller
NVIDIA
Year Founded
1993
HQ Location
Santa Clara, CA
Twitter
@nvidia
2,347,061 Twitter followers
LinkedIn® Page
www.linkedin.com
36,197 employees on LinkedIn®
Ownership
NVDA
(6)4.3 out of 5
View top Consulting Services for OpenAI Gym
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    OpenAI Gym is a toolkit for developing and comparing reinforcement learning algorithms that supports teaching agents everything from walking to playing games like Pong or Go.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Small-Business
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • OpenAI Gym 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
    Ease of Use
    2
    Features
    2
    AI Technology
    1
    Customization Options
    1
    Implementation Ease
    1
    Cons
    Complex Setup
    2
    AI Limitations
    1
    Complex Implementation
    1
    Limited Features
    1
    Limited Options
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • OpenAI Gym features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 8.8
    7.8
    Ease of Use
    Average: 8.4
    7.2
    Quality of Support
    Average: 8.4
    8.3
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    OpenAI
    Year Founded
    2015
    HQ Location
    San Francisco, CA
    Twitter
    @OpenAI
    4,079,978 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,933 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

OpenAI Gym is a toolkit for developing and comparing reinforcement learning algorithms that supports teaching agents everything from walking to playing games like Pong or Go.

Users
No information available
Industries
No information available
Market Segment
  • 67% Small-Business
  • 33% Enterprise
OpenAI Gym 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
Ease of Use
2
Features
2
AI Technology
1
Customization Options
1
Implementation Ease
1
Cons
Complex Setup
2
AI Limitations
1
Complex Implementation
1
Limited Features
1
Limited Options
1
OpenAI Gym features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 8.8
7.8
Ease of Use
Average: 8.4
7.2
Quality of Support
Average: 8.4
8.3
Ease of Admin
Average: 8.6
Seller Details
Seller
OpenAI
Year Founded
2015
HQ Location
San Francisco, CA
Twitter
@OpenAI
4,079,978 Twitter followers
LinkedIn® Page
www.linkedin.com
1,933 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    We provide personalized content, product, and search recommendations as a service to increase our clients’ revenues, increase their user satisfaction and help their businesses grow. Using our simple-t

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 65% Small-Business
    • 30% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Recombee features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 8.8
    8.7
    Ease of Use
    Average: 8.4
    9.0
    Quality of Support
    Average: 8.4
    10.0
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Recombee
    Year Founded
    2015
    HQ Location
    Prague, Prague
    Twitter
    @recombee
    190 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    44 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

We provide personalized content, product, and search recommendations as a service to increase our clients’ revenues, increase their user satisfaction and help their businesses grow. Using our simple-t

Users
No information available
Industries
No information available
Market Segment
  • 65% Small-Business
  • 30% Mid-Market
Recombee features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 8.8
8.7
Ease of Use
Average: 8.4
9.0
Quality of Support
Average: 8.4
10.0
Ease of Admin
Average: 8.6
Seller Details
Seller
Recombee
Year Founded
2015
HQ Location
Prague, Prague
Twitter
@recombee
190 Twitter followers
LinkedIn® Page
www.linkedin.com
44 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Founded by the former Google AI team behind Google Ads and Payments, Aidaptive is powering the next generation of digital commerce with an enterprise-grade artificial intelligence, machine learning, a

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 82% Small-Business
    • 9% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Aidaptive 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
    Experience
    3
    Analytics
    1
    Automation
    1
    Customer Support
    1
    Detailed Analysis
    1
    Cons
    Not Intuitive
    1
    Not User-Friendly
    1
    Poor Interface Design
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Aidaptive features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 8.8
    9.1
    Ease of Use
    Average: 8.4
    9.8
    Quality of Support
    Average: 8.4
    9.4
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Aidaptive
    Year Founded
    2021
    HQ Location
    Cupertino, CA
    Twitter
    @aidaptive_
    122 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    28 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Founded by the former Google AI team behind Google Ads and Payments, Aidaptive is powering the next generation of digital commerce with an enterprise-grade artificial intelligence, machine learning, a

Users
No information available
Industries
No information available
Market Segment
  • 82% Small-Business
  • 9% Mid-Market
Aidaptive 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
Experience
3
Analytics
1
Automation
1
Customer Support
1
Detailed Analysis
1
Cons
Not Intuitive
1
Not User-Friendly
1
Poor Interface Design
1
Aidaptive features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 8.8
9.1
Ease of Use
Average: 8.4
9.8
Quality of Support
Average: 8.4
9.4
Ease of Admin
Average: 8.6
Seller Details
Seller
Aidaptive
Year Founded
2021
HQ Location
Cupertino, CA
Twitter
@aidaptive_
122 Twitter followers
LinkedIn® Page
www.linkedin.com
28 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Apache SystemML is a machine learning platform optimal for big data that provides an optimal workplace for machine learning using big data, it can be run on top of Apache Spark, where it automatically

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 60% Mid-Market
    • 20% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Apache SystemML 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
    Big Data
    4
    Machine Learning
    4
    Reliability
    2
    Scalability
    2
    Ease of Use
    1
    Cons
    Poor Documentation
    3
    Difficult Learning
    1
    Difficulty for Beginners
    1
    Learning Curve
    1
    Limited Capacity
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Apache SystemML features and usability ratings that predict user satisfaction
    6.7
    Has the product been a good partner in doing business?
    Average: 8.8
    8.3
    Ease of Use
    Average: 8.4
    8.0
    Quality of Support
    Average: 8.4
    8.3
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1999
    HQ Location
    Wakefield, MA
    Twitter
    @TheASF
    66,246 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,291 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Apache SystemML is a machine learning platform optimal for big data that provides an optimal workplace for machine learning using big data, it can be run on top of Apache Spark, where it automatically

Users
No information available
Industries
No information available
Market Segment
  • 60% Mid-Market
  • 20% Enterprise
Apache SystemML 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
Big Data
4
Machine Learning
4
Reliability
2
Scalability
2
Ease of Use
1
Cons
Poor Documentation
3
Difficult Learning
1
Difficulty for Beginners
1
Learning Curve
1
Limited Capacity
1
Apache SystemML features and usability ratings that predict user satisfaction
6.7
Has the product been a good partner in doing business?
Average: 8.8
8.3
Ease of Use
Average: 8.4
8.0
Quality of Support
Average: 8.4
8.3
Ease of Admin
Average: 8.6
Seller Details
Year Founded
1999
HQ Location
Wakefield, MA
Twitter
@TheASF
66,246 Twitter followers
LinkedIn® Page
www.linkedin.com
2,291 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Provide cognitive twin solution and has been working with well-known data centre operators in the APAC market, ranging from hyperscale to colocation and enterprise data centre customers

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 60% Small-Business
    • 40% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Cognitive Twin features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 8.8
    9.0
    Ease of Use
    Average: 8.4
    9.0
    Quality of Support
    Average: 8.4
    10.0
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2016
    HQ Location
    Singapore, SG
    LinkedIn® Page
    linkedin.com
    11 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Provide cognitive twin solution and has been working with well-known data centre operators in the APAC market, ranging from hyperscale to colocation and enterprise data centre customers

Users
No information available
Industries
No information available
Market Segment
  • 60% Small-Business
  • 40% Mid-Market
Cognitive Twin features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 8.8
9.0
Ease of Use
Average: 8.4
9.0
Quality of Support
Average: 8.4
10.0
Ease of Admin
Average: 8.6
Seller Details
Year Founded
2016
HQ Location
Singapore, SG
LinkedIn® Page
linkedin.com
11 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    We bring #AI innovations developed in advanced research to organizations around the world, helping to create AI for everyone, everywhere.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 60% Mid-Market
    • 40% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • DataScale features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 8.8
    9.2
    Ease of Use
    Average: 8.4
    7.5
    Quality of Support
    Average: 8.4
    10.0
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2017
    HQ Location
    Palo Alto
    Twitter
    @SambaNovaAI
    52,592 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    442 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

We bring #AI innovations developed in advanced research to organizations around the world, helping to create AI for everyone, everywhere.

Users
No information available
Industries
No information available
Market Segment
  • 60% Mid-Market
  • 40% Enterprise
DataScale features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 8.8
9.2
Ease of Use
Average: 8.4
7.5
Quality of Support
Average: 8.4
10.0
Ease of Admin
Average: 8.6
Seller Details
Year Founded
2017
HQ Location
Palo Alto
Twitter
@SambaNovaAI
52,592 Twitter followers
LinkedIn® Page
www.linkedin.com
442 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Feature Forge is a set of tools for creating and testing machine learning features, with a scikit-learn compatible API

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 40% Enterprise
    • 40% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Feature Forge 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
    Problem Solving
    2
    Features
    1
    Integrations
    1
    Machine Learning
    1
    Productivity Improvement
    1
    Cons
    Learning Curve
    2
    Difficult Learning
    1
    Poor Documentation
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Feature Forge features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 8.8
    7.7
    Ease of Use
    Average: 8.4
    7.3
    Quality of Support
    Average: 8.4
    10.0
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    HQ Location
    Carlsbad, CA
Product Description
How are these determined?Information
This description is provided by the seller.

Feature Forge is a set of tools for creating and testing machine learning features, with a scikit-learn compatible API

Users
No information available
Industries
No information available
Market Segment
  • 40% Enterprise
  • 40% Small-Business
Feature Forge 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
Problem Solving
2
Features
1
Integrations
1
Machine Learning
1
Productivity Improvement
1
Cons
Learning Curve
2
Difficult Learning
1
Poor Documentation
1
Feature Forge features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 8.8
7.7
Ease of Use
Average: 8.4
7.3
Quality of Support
Average: 8.4
10.0
Ease of Admin
Average: 8.6
Seller Details
HQ Location
Carlsbad, CA
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Struggling to keep your scoring models up to date every time marketing campaigns or product features are launched? Meet Forwrd, the easiest way to build accurate scoring models that literally become

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 66% Mid-Market
    • 16% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Forwrd 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
    Ease of Use
    17
    Customer Support
    11
    Helpful
    11
    Intuitive
    10
    Analytics
    9
    Cons
    Learning Difficulty
    6
    Learning Curve
    5
    Lack of Tutorials
    4
    Lack of Guidance
    3
    Lack of Detail
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Forwrd features and usability ratings that predict user satisfaction
    9.8
    Has the product been a good partner in doing business?
    Average: 8.8
    9.1
    Ease of Use
    Average: 8.4
    9.9
    Quality of Support
    Average: 8.4
    9.2
    Ease of Admin
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Forwrd
    Year Founded
    2021
    HQ Location
    Tel Aviv-Yafo, IL
    LinkedIn® Page
    www.linkedin.com
    20 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Struggling to keep your scoring models up to date every time marketing campaigns or product features are launched? Meet Forwrd, the easiest way to build accurate scoring models that literally become

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 66% Mid-Market
  • 16% Small-Business
Forwrd 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
Ease of Use
17
Customer Support
11
Helpful
11
Intuitive
10
Analytics
9
Cons
Learning Difficulty
6
Learning Curve
5
Lack of Tutorials
4
Lack of Guidance
3
Lack of Detail
2
Forwrd features and usability ratings that predict user satisfaction
9.8
Has the product been a good partner in doing business?
Average: 8.8
9.1
Ease of Use
Average: 8.4
9.9
Quality of Support
Average: 8.4
9.2
Ease of Admin
Average: 8.6
Seller Details
Seller
Forwrd
Year Founded
2021
HQ Location
Tel Aviv-Yafo, IL
LinkedIn® Page
www.linkedin.com
20 employees on LinkedIn®