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Perform Foundational Data, ML, and AI Tasks in Google Cloud

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Perform Foundational Data, ML, and AI Tasks in Google Cloud

7 个小时 Introductory universal_currency_alt 18 个积分
完成执行基本的数据、机器学习 (ML) 和人工智能 (AI) 任务这项挑战任务,即可赢取技能徽章。在这项挑战任务中,您将学习以下机器学习和 AI 技术的基本功能:BigQuery、Cloud Speech AI、Cloud Natural Language API、AI Platform、Dataflow、Cloud Dataprep by Trifacta、Dataproc 和 Video Intelligence API。

完成此课程中的所有活动即可赢取一枚徽章。完成挑战任务、游戏和课程即可收集 Qwiklabs 中的徽章。集齐所有徽章,彰显您的技能!

  • 实验

    AI Platform:Qwik Start

    在本实验中,您将训练 TensorFlow 模型并将其部署到 AI Platform 以提供预测服务。欢迎观看以下这两个简短视频:通过 AI Platform 利用强大的机器学习技术AI Platform:Qwik Start - Qwiklabs 预览

  • 实验

    Dataprep: Qwik Start

    Google Cloud Dataprep is an intelligent data service for visually exploring, cleaning, and preparing data for analysis. Watch the short video Dataprep: Qwik Start - Qwiklabs Preview.

  • 实验

    Dataflow: Qwik Start - Templates

    This page shows you how to create a streaming pipeline using a Google-Provided Cloud Dataflow template.

    实验

    Dataflow: Qwik Start - Python

    In this lab you will set up your Python development environment, get the Cloud Dataflow SDK for Python, and run an example pipeline using the Google Cloud Platform Console.

  • 实验

    Dataproc: Qwik Start - Console

    This lab shows you how to create a Google Cloud Dataproc cluster, run a simple Apache Spark job in the cluster, then modify the number of workers in the cluster, all from the gcloud Command Line. Watch these short videos, Dataproc: Qwik Start - Qwiklabs Preview and Run Spark and Hadoop Faster with Cloud Dataproc.

    实验

    Dataproc: Qwik Start - Command Line

    This lab shows you how to create a Google Cloud Dataproc cluster, run a simple Apache Spark job in the cluster, then modify the number of workers in the cluster, all from the gcloud Command Line. Watch these short videos, Dataproc: Qwik Start - Qwiklabs Preview and Run Spark and Hadoop Faster with Cloud Dataproc.

  • 实验

    Cloud Natural Language API: Qwik Start

    The Cloud Natural Language API lets you extract entities and perform sentiment and syntactic analysis on text. Watch these short videos Gain Valuable Insights from Text with Cloud Natural Language and Cloud Natural Language: Qwik Start - Qwiklabs Preview.

  • 实验

    Google Cloud Speech API: Qwik Start

    The Google Cloud Speech API integrates speech recognition into dev apps; you can now send audio/receive a text transcription. Watch these short videos Powerful Speech Recognition Using Google Machine Learning and Google Cloud Speech: Qwik Start - Qwiklabs Preview

  • 实验

    Video Intelligence: Qwik Start

    In this lab use the Google Cloud Video intelligence app to extract metadata from a sample video file. Watch the short video Google Cloud Video Intelligence - Search every moment of every video in your catalog.

  • 实验

    Perform Foundational Data, ML, and AI Tasks in Google Cloud: Challenge Lab

    This challenge lab tests your skills and knowledge from the labs in the Baseline Data, ML and AI, quest. You should be familiar with the content of the labs before attempting this lab.

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    Quest Info