What users are saying about
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Top Rated
66 Ratings
17 Ratings

DataRobot

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Top Rated
66 Ratings
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Score 8.7 out of 100
17 Ratings
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Score 9 out of 100

Feature Set Ratings

    Platform Connectivity

    7.7

    DataRobot

    77%

    Keras

    Feature Set Not Supported
    N/A
    DataRobot ranks higher in 4/4 features

    Connect to Multiple Data Sources

    7.3
    73%
    38 Ratings
    N/A
    0 Ratings

    Extend Existing Data Sources

    7.3
    73%
    35 Ratings
    N/A
    0 Ratings

    Automatic Data Format Detection

    8.2
    82%
    40 Ratings
    N/A
    0 Ratings

    MDM Integration

    7.9
    79%
    17 Ratings
    N/A
    0 Ratings

    Data Exploration

    7.9

    DataRobot

    79%

    Keras

    Feature Set Not Supported
    N/A
    DataRobot ranks higher in 2/2 features

    Visualization

    7.9
    79%
    41 Ratings
    N/A
    0 Ratings

    Interactive Data Analysis

    7.8
    78%
    40 Ratings
    N/A
    0 Ratings

    Data Preparation

    7.8

    DataRobot

    78%

    Keras

    Feature Set Not Supported
    N/A
    DataRobot ranks higher in 4/4 features

    Interactive Data Cleaning and Enrichment

    7.4
    74%
    35 Ratings
    N/A
    0 Ratings

    Data Transformations

    7.5
    75%
    38 Ratings
    N/A
    0 Ratings

    Data Encryption

    8.0
    80%
    19 Ratings
    N/A
    0 Ratings

    Built-in Processors

    8.1
    81%
    32 Ratings
    N/A
    0 Ratings

    Platform Data Modeling

    8.7

    DataRobot

    87%

    Keras

    Feature Set Not Supported
    N/A
    DataRobot ranks higher in 4/4 features

    Multiple Model Development Languages and Tools

    7.4
    74%
    38 Ratings
    N/A
    0 Ratings

    Automated Machine Learning

    9.3
    93%
    41 Ratings
    N/A
    0 Ratings

    Single platform for multiple model development

    9.1
    91%
    40 Ratings
    N/A
    0 Ratings

    Self-Service Model Delivery

    8.8
    88%
    39 Ratings
    N/A
    0 Ratings

    Model Deployment

    8.4

    DataRobot

    84%

    Keras

    Feature Set Not Supported
    N/A
    DataRobot ranks higher in 2/2 features

    Flexible Model Publishing Options

    8.7
    87%
    38 Ratings
    N/A
    0 Ratings

    Security, Governance, and Cost Controls

    8.2
    82%
    32 Ratings
    N/A
    0 Ratings

    Attribute Ratings

    • DataRobot is rated higher in 1 area: Likelihood to Recommend
    • Keras is rated higher in 1 area: Support Rating

    Likelihood to Recommend

    8.7

    DataRobot

    87%
    45 Ratings
    8.2

    Keras

    82%
    6 Ratings

    Likelihood to Renew

    7.5

    DataRobot

    75%
    4 Ratings

    Keras

    N/A
    0 Ratings

    Usability

    DataRobot

    N/A
    0 Ratings
    7.7

    Keras

    77%
    2 Ratings

    Support Rating

    8.1

    DataRobot

    81%
    6 Ratings
    8.2

    Keras

    82%
    2 Ratings

    Likelihood to Recommend

    DataRobot

    If one takes the time to learn the platform, the platform can be very useful for making predictions. It's not perfect, and you do need your real-world insight to determine if their predictions have the potential to be better than an internal system or a rudimentary system or are wildly off, but for our business, just a slight improvement can mean thousands of dollars in both revenue and thousands of dollars of savings from not purchasing items we may have otherwise purchased.
    Read full review

    Open Source

    Keras is quite perfect, if the aim is to build the standard Deep Learning model, and materialize it to serve the real business use case, while it is not suitable if the purpose is for research and a lot of non-standard try out and customization are required, in that case either directly goes to low level TensorFlow API or Pytorch
    Read full review

    Pros

    DataRobot

    • DataRobot helps, with algorithms, to analyze and decipher numerous machine-learning techniques in order to provide models to assist in company-wide decision making.
    • Our DataRobot program puts on an "even playing field" the strength of auto-machine learning and allows us to make decisions in an extremely timely manner. The speed is consistent without being offset by errors or false-negatives.
    • It encompasses many desired techniques that help companies in general, to reconfigure in to artificial intelligence driven firms, with little to no inconvenience.
    Read full review

    Open Source

    • One of the reason to use Keras is that it is easy to use. Implementing neural network is very easy in this, with just one line of code we can add one layer in the neural network with all it's configurations.
    • It provides lot of inbuilt thing like cov2d, conv2D, maxPooling layers. So it makes fast development as you don't need to write everything on your own. It comes with lot of data processing libraries in it like one hot encoder which also makes your development easy and fast.
    • It also provides functionality to develop models on mobile device.
    Read full review

    Cons

    DataRobot

    • Further improvements to their text analysis tool, to be more like the Qualtrics text analysis tool, would be a great addition. Qualtrics has templates built into their text analysis tool for customer service, quality control, etc, and will automatically slot your text responses into categories associated with certain sub areas of those larger categories.
    Read full review

    Open Source

    • As it is a kind of wrapper library it won't allow you to modify everything of its backend
    • Unlike other deep learning libraries, it lacks a pre-defined trained model to use
    • Errors thrown are not always very useful for debugging. Sometimes it is difficult to know the root cause just with the logs
    Read full review

    Pricing Details

    DataRobot

    Starting Price

    $0

    Editions & Modules

    DataRobot editions and modules pricing
    EditionModules

    Footnotes

      Offerings

      Free Trial
      Free/Freemium Version
      Premium Consulting/Integration Services

      Entry-level set up fee?

      No setup fee

      Additional Details

      Pricing Info

      Keras

      Starting Price

      Editions & Modules

      Keras editions and modules pricing
      EditionModules

      Footnotes

        Offerings

        Free Trial
        Free/Freemium Version
        Premium Consulting/Integration Services

        Entry-level set up fee?

        No setup fee

        Additional Details

        Likelihood to Renew

        DataRobot

        DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.
        Read full review

        Open Source

        No answers on this topic

        Usability

        DataRobot

        No answers on this topic

        Open Source

        I am giving this rating depending on my experience so far with Keras, I didn't face any issue far. I would like to recommend it to the new developers.
        Read full review

        Support Rating

        DataRobot

        As I am writing this report I am participating with Datarobot Engineers in an complex environment and we have their whole support. We are in Mexico and is not common to have this commitment from companies without expensive contract services. Installing is on premise and the client does not want us to take control and they, the client, is also limited because of internal IT regulations ,,, soo we are just doing magic and everybody is committed.
        Read full review

        Open Source

        Keras have really good support along with the strong community over the internet. So in case you stuck, It won't so hard to get out from it.
        Read full review

        Alternatives Considered

        DataRobot

        Many products tend to offer a sort of baseline interface with statistical models and call it AI. These are things like linear regression formulas being built into BI platforms (Tableau, PowerBI). The problem with these types of platforms is often the depth and accuracy of the models. DataRobot generates real, accurate AI models using cutting-edge algorithms to fit your data. These models are generally extremely accurate, and often given more detailed insights than other platforms like Alteryx or H20.
        Read full review

        Open Source

        Keras is good to develop deep learning models. As compared to TensorFlow, it's easy to write code in Keras. You have more power with TensorFlow but also have a high error rate because you have to configure everything by your own. And as compared to MATLAB, I will always prefer Keras as it is easy and powerful as well.
        Read full review

        Return on Investment

        DataRobot

        • We have been able to cut costs by not buying leads that we will not be able to sell on
        • We have been able to deploy loan eligibility reporting which brought in new business
        • We have been able to improve the performance of our credit providers and our partners which has helped to retain business
        Read full review

        Open Source

        • Easy and faster way to develop neural network.
        • It would be much better if it is available in Java.
        • It doesn't allow you to modify the internal things.
        Read full review

        Screenshots

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