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AutoGluon VS datarobot

Compare AutoGluon VS datarobot and see what are their differences

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AutoGluon logo AutoGluon

Application and Data, Application Utilities, and Machine Learning Tools

datarobot logo datarobot

Become an AI-Driven Enterprise with Automated Machine Learning
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  • datarobot Landing page
    Landing page //
    2023-08-01

AutoGluon videos

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AutoML using AutoGluon

More videos:

  • Review - AutoGluon Overview ICML'20 Workshop
  • Tutorial - CVPR Tutorial: Introducing AutoGluon in 20 minutes

datarobot videos

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Build and Deploy a Managed Machine Learning Project in 10 minutes - Scott Lutz (DataRobot)

More videos:

  • Review - How DataRobot Works
  • Review - DataRobot Predictions Using Alteryx

Category Popularity

0-100% (relative to AutoGluon and datarobot)

AutoGluon

datarobot

Data Science And Machine Learning
13 13%
Data Science And Machine Learning
87% 87
Machine Learning
100 100%
Machine Learning
0% 0
Business & Commerce
0 0%
Business & Commerce
100% 100
AI
23 23%
AI
77% 77

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare AutoGluon and datarobot

AutoGluon Reviews

We have no reviews of AutoGluon yet.
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datarobot Reviews

The 16 Best Data Science and Machine Learning Platforms for 2021
Description: DataRobot offers an enterprise AI platform that automates the end-to-end process for building, deploying, and maintaining AI. The product is powered by open-source algorithms and can be leveraged on-prem, in the cloud or as a fully-managed AI service. DataRobot includes several independent but fully integrated tools (Paxata Data Preparation, Automated Machine...
Source: solutionsreview.com

Social recommendations and mentions

datarobot might be a bit more popular than AutoGluon. We know about 1 link to it since March 2021 and only 1 link to AutoGluon. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

AutoGluon mentions (1)

  • Hyperparameter Optimization (HPO) using AutoGluon
    Hey Folks - I recently learned about AutoGluon (https://auto.gluon.ai) and was hoping to use it for HPO among other ML tasks! Using their quick quid, I can successfully use their TabularPredictor for my regression problem and get a number of models trained and have access to a number of details, e.g., performance, and hyperparameters used. However, using the same dataset I fail (with somewhat of a cryptic error... Source: almost 3 years ago

datarobot mentions (1)

  • Predicting the End of Season Bundesliga Table
    To predict what we would have expected, we used the models and approach we developed to predict the knockout stage of the Champions League using data provided by Data Sports Group.  We used DataRobot’s models to predict which team would win each match to simulate the final nine matchdays 10,000 times.  For each team, we calculated the average number of wins, draws and losses over those 10,000 seasons to build an... Source: about 1 year ago

What are some alternatives?

When comparing AutoGluon and datarobot, you can also consider the following products

H2O.ai - Democratizing Generative AI. Own your models: generative and predictive. We bring both super powers together with h2oGPT.

RapidMiner - RapidMiner is a software platform for data science teams that unites data prep, machine learning, and predictive model deployment.

R Caret - Documentation for the caret package.

Statista - The Statistics Portal for Market Data, Market Research and Market Studies

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

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