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Hands-on Machine Learning

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6 課程
30 分鐘
beginner
This course teaches journalists how to use Machine Learning for their reporting. You will learn how to train a Machine Learning model to identify and classify images in vast datasets.
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What is Machine Learning

課程
Machine Learning for journalists.
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Investigating stories with Machine Learning

課程
How you can use Machine Learning in your reporting
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Google Cloud AutoML Vision

課程
Learn how to set up AutoML Vision to prepare for the course exercise
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Data preparation

課程
Assess your use case, source and prepare your data
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Training your Machine Learning model

課程
Import your data in AutoML Vision and start the training process
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Evaluate and Test

課程
How to interpret the output of your model and evaluate its performance
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Hands-on Machine Learning: Take the Quiz

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Now that you’ve finished the course, take the quiz to test your knowledge.
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發燒主題

  • GO801_GNI_GoogleImageSearch_TitleCard.jpg
    Verification: Google Image Search
    課程
    Find visually similar images.
    課程
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  • GO801_GNI_GoogleEarthPro_TitleCard.jpg
    Google Historical Imagery: Google Earth Pro, Maps and Timelapse
    課程
    Find out where a photo was taken and when it was uploaded.
    課程
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  • GO801_GNI_AccessThePast_TitleCard.jpg
    Google News Archive: Access the past.
    課程
    Discover historical digital publications and scanned newspapers.
    課程
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  • GO801_GNI_VerifyContentIn100Languages_TitleCard.jpg
    Google Translate: Verify content in 100+ languages.
    課程
    Interpret descriptions, uploader information and place names.
    課程
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  • DataJournalism_GoogleSheetsScrapingDatafromtheInternet_lessonoverview_UEMWXbb.jpg
    Google Sheets: Scraping data from the internet
    課程
    Build your own data sets using Google Sheets.
    課程
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  • GO801_GNI_TranslationsOTG_TitleCard.jpg
    Google Translate: Translations on-the-go.
    課程
    Speak the language just about anywhere in the world.
    課程
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  • GO801_GNI_VerifyingPhotos_TitleCard.jpg
    Reverse Image Search: Verifying photos.
    課程
    Find photographs and uncover their backstories.
    課程
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