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Blog

pustinov
DataRobot Employee
DataRobot Employee

Training machine learning models on relatively large datasets (e.g., hundreds of gigabytes) can be challenging. In this blog post, I present two methods for solving that challenge; each compares favorably to training on the full dataset.

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lhaviland
Community Team
Community Team

Check out the enhancements and new features for DataRobot 7.0, and watch the release webinar to hear directly from the DataRobot product team and ask follow-up questions at the webinar community post.

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2 0 1,245
dalilaB
Data Scientist
Data Scientist

Using the DataRobot R client package and historical data from the U.S., France, and Spain, I created an Automated Time Series model that illustrates the effectiveness of lockdowns. Check it out and try it out yourself!

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1 0 431
lhaviland
Community Team
Community Team

Check out the enhancements and new features for DataRobot 6.3, and watch the release webinar (on-demand)!

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4 3 4,234
lhaviland
Community Team
Community Team

Check out the enhancements and new features for DataRobot 6.2, and watch for the release webinar (on-demand).

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8 7 4,168
lhaviland
Community Team
Community Team

Check out demo videos and reference material we've put together to highlight some of the DataRobot Release 6.1 features!

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6 1 3,949
jason
DataRobot Employee
DataRobot Employee

 Some straightforward processes for implementing deep learning when learning heterogenous tabular data.

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emily
Data Scientist
Data Scientist

Blog illustrating using Visual AI tools and DataRobot to classify images from audio.

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MMarzillo
Data Scientist
Data Scientist

Sometimes widening a dataset isn't the best way to build accurate machine learning models. See another way to  do this, often with equal or even better results.

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emily
Data Scientist
Data Scientist

Hello everyone! 

You can find a new tutorial on how to replicate the predicting COVID-19 model at the county level using DataRobot here.

This post includes a video walkthrough on how to create these models in the GUI, as well as a Python notebook for achieving this programatically.  You can also find the dataset attached, as well as some advice on data sources for COVID-19.  

Please feel free to post any questions you might have in Community.  We'd also love to hear how you are modeling for COVID-19. 

Emily

 

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5 1 1,614
Sylvain
DataRobot Employee
DataRobot Employee

This article explains how to get your image data prepared so that DataRobot can use it for model building and predictions using Visual AI.

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10 2 3,431
CraigDM
DataRobot Alumni

Wondering whether to use XGBoost and LightGBM? This blog article explains they work and their key differences, and helps you decide which to use for your machine learning projects.

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lhaviland
Community Team
Community Team

Check out demo videos and reference material we've put together to highlight some of the DataRobot Release 6.0 features!

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13 0 3,030
FloRoFi
DataRobot Alumni

This article illustrates, through use cases, how time series modeling and relying on time series data inherently introduces target leakage.

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3 2 1,872
a_shoop
DataRobot Employee
DataRobot Employee

Here, I explain what target leakage is, show you an example, provide a few suggestions to avoid potential leakage, and then explain the target leakage detection support built into the DataRobot platform.

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3 0 5,285
rshah
Data Scientist
Data Scientist

Blending models together actually provides even better models!  In this blog post, I explain the straightforward process for building blended models with DataRobot.

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BobL
DataRobot Alumni

Check out demo videos and reference material we've put together to highlight some of the DataRobot Release 5.3 features.

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7 1 1,874
Announcements
Community v1.5 Phase 3 is here!
Phase 3 of the DataRobot Community UI/UX v1.5 revamp is now live! When you get a chance, have a look at the style and layout changes in the Read category and Search results. You'll also find some improvements to the search functionality that make it easier to find just the answers you need. Look for more info about Phase 3, and for what's coming next.

New to DataRobot? Check out all the resources to help you get going quickly! See the quick index for Knowledge Base Resources and quick index for Learning Sessions to find links to some great learning content.

DataRobot Release 7.0 is here!
Have a look at all the great innovations and enhancements. To make sure you get a chance to hear about all the changes and ask your questions, Richard (Senior Director of Product Marketing) put together and presented a DataRobot Release 7.0 webinar. Check out the on-demand webinar, and let us know if you are looking for more details!