DataRobot Reviews & Product Details

DataRobot Overview

What is DataRobot?

DataRobot is the premier platform for automated machine learning. With a library of hundreds of the most powerful open source machine learning algorithms, DataRobot automates feature engineering, model creation, and hyperparameter tuning to expedite the deployment of advanced AI applications. The platform encapsulates every best practice and safeguard to help organizations accelerate and scale their data science capabilities while maximizing transparency, accuracy and collaboration between trained data scientists and empowered citizen data scientists.

DataRobot Details
Website
Languages Supported
English, French, Japanese
Product Description

DataRobot offers a machine learning platform for data scientists of all skill levels to build and deploy accurate predictive models in a less time than it used to take.


Seller Details
Seller
DataRobot
Company Website
Year Founded
2012
HQ Location
Boston, MA
Twitter
@DataRobot
17,267 Twitter followers
LinkedIn® Page
www.linkedin.com
1,069 employees on LinkedIn®

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DataRobot Reviews

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Geschäftsführer
Small-Business(50 or fewer emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from G2
What do you like best?

At Freiburger Energieoptimierung UG (www.frenop.de), DataRobot accelerated the pace of our analytics applied to energy efficiency and savings. Our team is integrated of Physicians who have a great knowledge of physical behaviors but we don’t have the time and the resources to develop a platform where we can analyze data from energy applications. DataRobot offers us automated solutions that are contributing for faster energy data analysis and also new discoveries with Machine Learning. The interface is very easy to use. Review collected by and hosted on G2.com.

What do you dislike?

DataRobot showed us that we need to have more data in order to proceed with some routines. Now we are investing more in time in finding this data in the real world so we can put it into these machine learning algorithms. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

It helping us with everything related to data visualization, data analytics, discovery of patterns, automation of behaviors, tracking of information, definition of different scenarios, controlling issues, performances, etc… Review collected by and hosted on G2.com.

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Co-Founder
Small-Business(50 or fewer emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from G2
What do you like best?

Some structures are very easy to proceed here. Specially for robotics applications. Review collected by and hosted on G2.com.

What do you dislike?

Nothing to complain at the moment. I am thankful to find good applications for the programed structures that the program offers. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Automation of different interfaces that connect software with virtual reality, robotics and smart actors. We create solar panels that follow the sun! Review collected by and hosted on G2.com.

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GF
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
What do you like best?

DataRobot is a dream-come-true to a data scientist when it comes to modeling. The platform absolutely brute-forces through popular and niche modeling techniques with your data, present you with a ton of metrics afterwards on (top and all) results, and even has deployment options after whatever analysis you do. DataRobot presents you with a good avenue of ways to connect to your data: through a URL path, a local upload (such as csv or xlsx files), or through a hdfs path, so it's pretty easy to get started! Review collected by and hosted on G2.com.

What do you dislike?

There are limitations on how much data you plow through in one project if you're not on the enterprise edition (and there are still limitations on there too). Another thing that might not be great is that it is overly aggressive on the amount of models it runs through by default. Of course you can limit to a certain degree on which models DataRobot's autopilot will be run your data through, but if you're new to the platform, it'll take some ramp-up time on how to configure the autopilot correctly. One last thing, for data sources, they should've made some connectors to RDBMS type databases, or at least a couple of the popular ones like mysql or postgres. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Hit up their sales team to get a live demo and get a trial. Totally pressure-free sales. You're gonna be amazed by the possibilities of what you can do with this service! Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

You can use it to sample your data, have a quick overview of your dataset (metrics such as missing, "importance", aggregations, etc), figure out which modeling techniques to use for increase accuracy on your scoring, and deployment and configuration of models. Review collected by and hosted on G2.com.

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UI
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Ease of use for our IT organization and good support from the company. Review collected by and hosted on G2.com.

What do you dislike?

No downsides or major issues to complain about. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

We use this for predictive analytics in the cost mgmt space at my company. They provide great automated machine learning to provide cost avoidance opportunities to our users. Review collected by and hosted on G2.com.

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UI
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Its very help full to write the algorithm related to machine learning specially developer who want to give certain amount of data to module and model will predict based upon the data give. Review collected by and hosted on G2.com.

What do you dislike?

Start time is high,when you develop a heavy model some time its hanging Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Related to machine learning specially mathematical problems or algorithms Review collected by and hosted on G2.com.

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Data Analyst
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Previously doing machine learning needs a lot of coding work on cleaning the data and building model, right now DataRobot can help us reduce this working effort and focus on improving the model and explaining the results. Review collected by and hosted on G2.com.

What do you dislike?

There are so many features on the interface, it's hard to find the feature you need. And there are so many professional concepts without detail explanation, not so user-friendly. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Predict churn users, upsell accounts Review collected by and hosted on G2.com.

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AC
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

I like how easy it is to collect the data and analyze it! Review collected by and hosted on G2.com.

What do you dislike?

I dislike inputting all of my data in because it takes a lot of time. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

It is great to use! I would definitely recommend it! Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

It easily analyzed and compared data. Review collected by and hosted on G2.com.

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UH
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
What do you like best?

i've used for predictive analysis and the ability to implement machine learning is the best Review collected by and hosted on G2.com.

What do you dislike?

I like everything about this product and has made my life easy Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

eliminating manual jobs and ability to take decision on the fly helped our organization a lot Review collected by and hosted on G2.com.

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GM
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from the seller
What do you like best?

Ability to easily build machine learning models algorithms ranging from simplistic regressions to complex gradient boosted trees Review collected by and hosted on G2.com.

What do you dislike?

- Interaction to the UI using scripting language like Python and R can still be made better

- Terminology can be standardized to the terms used in standard Data Science world (use crossvalidation instead of backtest) Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

- Building multi-series demand forecasting models.

- Easy to try out multiple models simultaneously, automate the process, and scale it to a production level Review collected by and hosted on G2.com.

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HR
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

-Ease of use

-Don't have to be a data scientist to use Review collected by and hosted on G2.com.

What do you dislike?

It's expensive, but I understand for some of the larger organizations the ROI justifies the cost. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Our data science team has spent a lot of time coding and building out predictive algorithms, some of which never even went live. With this, we are able to leverage our existing customer and internal data sets to build out better roadmaps and improve our decision-making process. Review collected by and hosted on G2.com.

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GR
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

The best part of using Data Robot is that I am able to test out different models and change features, and it saves time. It is fast and provide good visualization. Review collected by and hosted on G2.com.

What do you dislike?

The biggest disappointment is that I cannot export the underlying code. Not sure if its not supported, but I did not find a way to do it. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

We tried to do Classification with DataRobot. It helped us with prediction on how likely someone is gonna do A/B, so we can be proactive before it actually happens. Review collected by and hosted on G2.com.

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