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Explore Machine Learning Models with Explainable AI

Fundamental 8 Langkah 7 jam 23 Kredit

In this fundamental-level Quest, you will get hands-on practice with Explainable AI - a set of tools and frameworks to help you develop interpretable and inclusive machine learning models and deploy them with confidence. Complete this quest, including the challenge lab at the end, to receive an exclusive Google Cloud digital badge.

Tujuan:

  • Introduce AI Platform
  • Use the What-If Tool with Image Recognition Models
  • Identify Bias in a Model using AI Platform and the What-If Tool
  • Compare AI Platform models using the What-If Tool

Quest Outline

Lab Praktik

AI Platform: Qwik Start

Di lab ini, Anda akan melatih dan men-deploy model TensorFlow ke AI Platform untuk inferensi (prediksi). Tonton video singkat ini Harness the Power of Machine Learning with AI Platform dan AI Platform: Qwik Start - Qwiklabs Preview.

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Lab Praktik

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.

English español (Latinoamérica) français 日本語 português (Brasil)
Lab Praktik

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.

English español (Latinoamérica) français 日本語 português (Brasil)
Lab Praktik

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.

English español (Latinoamérica) français 日本語 português (Brasil)
Lab Praktik

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.

English español (Latinoamérica) français 日本語 português (Brasil)

Daftar Sekarang

Daftar ke quest ini untuk melacak progres Anda dalam mendapatkan badge.