Driverless AI

AI TO DO AI



Drive Away Fraudsters With Driverless AI

See Venkatesh explore how driverless AI is helping PayPal to keep fraudsters at bay and share results from experiments conducted on large scale payment transaction data.


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Driverless AI Webinar

Get Competitive with Driverless AI with Kaggle Grandmaster Marios Michailidis


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Driverless AI Webinar

Take a seat while Arno Candel discusses the benefits of Driverless AI


Driverless AI Webinar

Take a seat with Patrick Hall as he discusses Machine Learning Interpretability with Driverless AI


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FAST, ACCURATE, INTERPRETABLE AI

An expert system to mimic Kaggle Grandmasters. Just like a chess Grandmaster, there are only a few of these in the world. Driverless AI brings you the intelligence of a Kaggle Grandmaster in a box. AI TO DO AI.



Speed

  • GPU acceleration to achieve up to 40x speedups
  • Multi GPU - XGBoost, GLM, Kmeans and more
  • Run thousands of iterations that drive utilization to achieve best performance

Accuracy

  • Automatic feature engineering to increase accuracy - AlphaGo for AI
  • Automatic Kaggle Grandmaster recipes in a box for solving wide variety of use-cases
  • Automatic machine learning to find and tune the right ensemble of models

Interpretability

  • Interpretability for debugging, not just for regulators
  • Get reason codes and model interpretability in plain english
  • K-Lime, LOCO, partial dependence and more

Architecture



Driverless AI Videos

Driverless AI - Introduction and a Look Under the Hood

Driverless AI Hands-On Focused on Machine Learning Interpretability

Driver vs Driverless AI

Drive Away Fraudsters With Driverless AI

Get Competitive with Driverless AI with Kaggle Grandmaster Marios Michailidis

Take a seat while Arno Candel discusses the benefits of Driverless AI

Take a seat with Patrick Hall as he discusses Machine Learning Interpretability with Driverless AI

Dmitry Larko showcases what he's doing with feature engineering and its importance

Try Driverless AI