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Explore Machine Learning Models with Explainable AI

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Explore Machine Learning Models with Explainable AI

7시간 Fundamental universal_currency_alt 크레딧 23개
Earn a skill badge by completing the Explore Machine Learning Models with Explainable AI quest, where you will learn how to do the following using Explainable AI: build and deploy a model to an AI platform for serving (prediction), use the What-If Tool with an image recognition model, identify bias in mortgage data using the What-If Tool, and compare models using the What-If Tool to identify potential bias.

A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete this skill badge quest and the final assessment challenge lab to receive a skill badge that you can share with your network.

이 강의 내의 모든 활동을 완료하면 배지를 획득하게 됩니다. Qwiklabs 여기저기에서 퀘스트, 게임, 강의를 완료하여 배지를 획득하세요. 모든 배지를 획득하여 새로 습득한 기술을 자랑해 보세요.

  • 동영상

    What is the What-If Tool?

  • 실습

    AI Platform: Qwik Start

    이번 실습에서는 TensorFlow 모델을 학습시키고 서빙(예측)을 위해 AI Platform에 배포하는 연습을 해보겠습니다. 짧은 동영상인 AI Platform으로 머신러닝의 기능 활용하기AI Platform: Qwik Start - Qwiklabs 미리보기를 시청해 주세요.

  • 실습

    Using the What-If Tool with Image Recognition Models

    In this lab, we demonstrate the use of the what-if-tool for image recognition models.

  • 실습

    Cloud AI Platform과 What-If 도구를 사용하여 주택담보대출 데이터의 편향 식별

    이번 실습에서는 What-If 도구를 사용하여 주택담보대출 애플리케이션에서 훈련된 모델의 잠재적인 편향을 찾아봅니다.

  • 실습

    What-If 도구로 잠재 편향을 식별하여 Cloud AI Platform 모델 비교

    이번 실습에서는 What-If 도구를 사용하여 모델 수정에 관해 살펴보겠습니다. 모델 버전 관리는 AI Platform을 통해 유지됩니다.

  • 실습

    Explore Machine Learning Models with Explainable AI: Challenge Lab

    In this challenge lab you'll apply knowledge of AI Platform and the What-If Tool to identify and address bias in datasets.

  • info
    Quest Info
    Prerequisites
    Prior to enrolling in this skill badge quest it is recommended that you complete the [Perform Foundational Data, ML, and AI Tasks in Google Cloud](https://www.qwiklabs.com/quests/117) skill badge quest.