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The end of an era: the final AWS DeepRacer League Championship at re:Invent 2024

AWS Machine Learning

This adaptation of the RL Speedway, which made its initial debut at the DeepRacer League Summit Circuit in 2022, presented a unique challenge: its nearly 30% narrower than tracks from the last five seasons, returning to a width only seen in the inaugural League season.

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AWS DeepRacer: Closing time at AWS re:Invent 2024 –How did that physical racing go?

AWS Machine Learning

Strategy Going into the 2024 season, I was reflecting on my performance from 2022 and 2023. In 2022, I had unstable models that were unable to do fast laps on the new re:Invent 2022 Championship track, not even making the last 32. In 2023, things went slightly better, but it was clear that there was potential to improve.

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Introducing Fortuna: A library for uncertainty quantification

AWS Machine Learning

Fortuna provides calibration methods, such as conformal prediction, that can be applied to any trained neural network to obtain calibrated uncertainty estimates. This concept is known as calibration [Guo C. 2022] methods. 2022] methods. We introduce Fortuna , an open-source library for uncertainty quantification.

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How SaaS Unicorn Pipedrive Uses Klaus, Aircall & Intercom to Provide Excellent Customer Service

aircall

Before using Klaus: CSAT was 95% – above 2022’s benchmark of 89%. IQS measured 86% – slightly below 2022’s benchmark of 89%. Maintaining fair and consistent grading with regular calibration sessions. To ensure this, Pipedrive conducts regular calibration sessions to ensure all the graders are on the same page.

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How to Efficiently Transform Your Customer Service Through AI

Speaker: Rana Gujral, CEO at Behavioral Signals

With the help of AI and voice data, conversations can be broken down and analyzed, helping businesses make changes to calibrate these conversations and ultimately improve outcomes. May 24th, 2022 at 11:00 am PDT, 2:00 pm EDT, 7:00 pm BST. With automation, your contact center won’t just survive, it will thrive.

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Predict football punt and kickoff return yards with fat-tailed distribution using GluonTS

AWS Machine Learning

For the 2022 season, the NFL aimed to leverage player-tracking data and new advanced analytics techniques to better understand special teams. Furthermore, we looked at the probability of a touchdown and probability plots to evaluate calibration. Training Model Smoothness CRPS RMSE CORR % P(touchdown)% k10 SBP 0 4.071 9.641 47.15

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RevealCX Achieves Platinum Partner in COPC Inc.’s ATP Program

COPC

26, 2022—  COPC Inc. RevealCX enables quality management best practices in all areas such as calibration, closed-loop feedback, action planning and robust analytics to drive performance improvement efforts. WINTER PARK, Fla., RevealCX is an AI-Powered software as a service (SaaS) quality monitoring solution.