Overview
ProductRatingMost Used ByProduct SummaryStarting Price
AdvancedMiner
Score 9.0 out of 10
Mid-Size Companies (51-1,000 employees)
Designed to deploy predictive models One tool for data processing, analysis and modeling! The user-friendly workflow interface helps you explore all your data & more. Supports all analytical tasks: Extracting and saving data from/to different database systems, files, and data transformations Performing a wide range of operations on data, such as sampling, joining data-sets, and dividing Building popular statistical models, clustering analysis, variable importance…
$1,399
5 users and above
DataRobot
Score 8.8 out of 10
N/A
The DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that gives users AI to drive business outcomes, that is available on the user's cloud platform-of-choice, on-premise, or as a fully-managed service. The solutions include tools providing data preparation enabling users to explore and…
$0
Pricing
AdvancedMinerDataRobot
Editions & Modules
AdvancedMiner Elite
1 399
5 users and above
AdvancedMiner Pro
2 399
3-5 Users
AdvancedMiner Server
14 999
Unlimited Users
No answers on this topic
Offerings
Pricing Offerings
AdvancedMinerDataRobot
Free Trial
YesYes
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
YesYes
Entry-level Setup Fee$2,999 1-2 usersNo setup fee
Additional Details* Server Version has unlimited number of users only limited by your server capacity *Prices are quoted in USD
More Pricing Information
Community Pulse
AdvancedMinerDataRobot
Top Pros
Top Cons
Features
AdvancedMinerDataRobot
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
AdvancedMiner
-
Ratings
DataRobot
7.1
53 Ratings
17% below category average
Connect to Multiple Data Sources00 Ratings6.148 Ratings
Extend Existing Data Sources00 Ratings5.943 Ratings
Automatic Data Format Detection00 Ratings8.451 Ratings
MDM Integration00 Ratings8.124 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
AdvancedMiner
-
Ratings
DataRobot
7.9
52 Ratings
7% below category average
Visualization00 Ratings8.051 Ratings
Interactive Data Analysis00 Ratings7.850 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
AdvancedMiner
-
Ratings
DataRobot
7.7
51 Ratings
7% below category average
Interactive Data Cleaning and Enrichment00 Ratings7.444 Ratings
Data Transformations00 Ratings7.549 Ratings
Data Encryption00 Ratings8.126 Ratings
Built-in Processors00 Ratings7.942 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
AdvancedMiner
-
Ratings
DataRobot
8.6
54 Ratings
1% above category average
Multiple Model Development Languages and Tools00 Ratings7.645 Ratings
Automated Machine Learning00 Ratings9.354 Ratings
Single platform for multiple model development00 Ratings9.051 Ratings
Self-Service Model Delivery00 Ratings8.550 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
AdvancedMiner
-
Ratings
DataRobot
8.3
49 Ratings
3% below category average
Flexible Model Publishing Options00 Ratings8.549 Ratings
Security, Governance, and Cost Controls00 Ratings8.243 Ratings
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AdvancedMinerDataRobot
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User Ratings
AdvancedMinerDataRobot
Likelihood to Recommend
9.0
(2 ratings)
8.2
(58 ratings)
Likelihood to Renew
-
(0 ratings)
6.5
(4 ratings)
Support Rating
-
(0 ratings)
8.2
(5 ratings)
User Testimonials
AdvancedMinerDataRobot
Likelihood to Recommend
Algolytics
It can be time-consuming and expensive to visualize data in multi-cloud and on-premise applications. I would recommend my colleagues try this solution in order to collect, model, and visualize data automatically.
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DataRobot
Data Robot is a powerful tool for greatly reducing the time required to build powerful and accurate machine learning models. It then allows you to utilize these items. It is probably most appropriate for organisations looking to get into data science and incorporate Machine learning and AI into their decision making. Having dedicated resources that can be upskilled is perfect, as the expertise and software provided allows for a big jump from willing to able. For the to work effectively, organisations should really consider dedicating at least one resource to the ML and AI projects, and understsand that not every project will yield fruit. A lot of this is innovation and experimentation, so relying on data Robots insights in make or break situations is not recommended. You also need to manage expectations well as the data you have may simply not allow for a powerful model. Finally, the organisation must be open to change, this has to exist in tandem with the above. If the organisation's key stakeholders don't want to change, all the insights in the world won't help. So a willingness and ability to change effectively is required to maximize ROI.
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Pros
Algolytics
  • Different model integration, more so the external database analytical procedures.
  • Further, AdvancedMiner helps in developing various statistical options and models, for advanced analysis.
  • AdvancedMiner makes the extraction and the mining of data, a proper solution for wide range performance.
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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.
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Cons
Algolytics
  • Nonetheless, AdvancedMiner [does] not focus on large enterprises' data visualization needs.
Read full review
DataRobot
  • The platform itself is very complicated. It probably can't function well without being complicated, but there is a big training curve to get over before you can effectively use it. Even I'm not sure if I'm effectively using it now.
  • The suggested model DataRobot deploys often not the best model for our purposes. We've had to do a lot of testing to make sure what model is the best. For regressive models, DataRobot does give you a MASE score but, for some reason, often doesn't suggest the best MASE score model.
  • The software will give you errors if output files are not entered correctly but will not exactly tell you how to fix them. Perhaps that is complicated, but being able to download a template with your data for an output file in the correct format would be nice.
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Likelihood to Renew
Algolytics
No answers on this topic
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.
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Support Rating
Algolytics
No answers on this topic
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.
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Alternatives Considered
Algolytics
AdvancedMiner creates proper data extraction mechanisms, where storage procedures are also outlined and kept safe. Further, the statistical models are in proper work relationship with AdvancedMiner, which results in results that are accurate and authentic. Further, the complex database analysis from AdvancedMiner allows proper market evaluations and outstanding actionable insights.
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DataRobot
DataRobot provided the perfect balance of features and price points. The other tools we tried were very expensive and provided extra things that we really didn't need. Some of the other tools also required you to host them on a server at your institution or pay for their cloud service in addition to getting the software. This added to the expense without adding any additional functionality.
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Return on Investment
Algolytics
  • Self-service capabilities has enabled us to get rid of external data scientists.
  • Workloads has reduced while saving time analyzing data automatically.
  • We have increased time to value.
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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
ScreenShots

AdvancedMiner Screenshots

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