arrow_back

Explore Machine Learning Models with Explainable AI

share

Explore Machine Learning Models with Explainable AI

7 godz. Fundamental universal_currency_alt Punkty: 23
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.

Jeśli wykonasz wszystkie zadania w tym szkoleniu, otrzymasz odznakę. Zbieraj odznaki w Qwiklabs za ukończone kursy, gry i szkolenia. Zdobądź je wszystkie, aby pochwalić się swoimi umiejętnościami.

  • Moduł

    AI Platform: Qwik Start

    W tym module nauczysz się, jak wytrenować i wdrożyć aktywny model TensorFlow (do prognozowania) w AI Platform. Obejrzyj te krótkie filmy: Harness the Power of Machine Learning with AI Platform (Poznaj tajniki systemów uczących się dostępnych w AI Platform) i AI Platform: Qwik Start - Qwiklabs Preview (AI Platform: Qwik Start – omówienie z Qwiklabs).

  • Moduł

    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.

  • Moduł

    Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool

    In this lab, you use the What-if Tool to identify potential biases in a model trained on mortgage loan applications.

  • Moduł

    Compare Cloud AI Platform Models using the What-If Tool to Identify Potential Bias

    In this lab we use the What-If tool to inform model modifications. Model versioning is maintained using AI Platform.

  • Moduł

    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.