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LightAutoML: AutoML Solution for a Large Financial Services Ecosystem

Unite.AI

It was in 2014 when ICML organized the first AutoML workshop that AutoML gained the attention of ML developers. Second, the White-Box Preset implements simple interpretable algorithms such as Logistic Regression instead of WoE or Weight of Evidence encoding and discretized features to solve binary classification tasks on tabular data.

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Prioritizing employee well-being: An innovative approach with generative AI and Amazon SageMaker Canvas

AWS Machine Learning Blog

For Problem type , select Classification. In the following example, we drop the columns Timestamp, Country, state, and comments, because these features will have least impact for classification of our model. For Training method , select Auto. For more information, see Training modes and algorithm support. Choose Create.

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Human Pose Estimation with Deep Learning – Ultimate Overview in 2024

Viso.ai

This article will explore the latest advances in pose analytics algorithms and AI vision techniques, their applications and use cases, and their limitations. Both techniques help to train vision algorithms more effectively and reduce the annotation work for custom AI model training. Definition: What is pose estimation?

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Google Research, 2022 & Beyond: Language, Vision and Generative Models

Google Research AI blog

Over the next several weeks, we will discuss novel developments in research topics ranging from responsible AI to algorithms and computer systems to science, health and robotics. language models, image classification models, or speech recognition models). Let’s get started! The Pix2Seq framework for object detection.

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Best Egg achieved three times faster ML model training with Amazon SageMaker Automatic Model Tuning

AWS Machine Learning Blog

Since March 2014, Best Egg has delivered $22 billion in consumer personal loans with strong credit performance, welcomed almost 637,000 members to the recently launched Best Egg Financial Health platform, and empowered over 180,000 cardmembers who carry the new Best Egg Credit Card in their wallet.

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