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Baseline: Data, ML, AI

Introductory 5 Steps 4 hours 5 Credits

Big data, machine learning, and artificial intelligence are today’s hot computing topics, but these fields are quite specialized and introductory material is hard to come by. Fortunately, GCP provides user-friendly services in these areas and Qwiklabs has you covered with this introductory-level quest, so you can take your first steps with tools like Big Query, Cloud Speech API, and Cloud ML Engine. Want extra help? 1-minute videos walk you through key concepts for each lab.

Data Machine Learning

Prerequisites:

This Quest builds on a basic understanding of the Google Cloud Platform, the Console and its Services. It is recommended that the student have earned a Badge by completing the hands-on labs in the GCP Essentials Quest before beginning.

Quest Outline

Hands-On Lab

Cloud ML Engine: Qwik Start

In this lab you train and deploy a TensorFlow model to Cloud ML Engine for serving (prediction). Watch these short videos Harness the Power of Machine Learning with Cloud ML Engine and Cloud ML Engine: Qwik Start - Qwiklabs Preview.

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Hands-On Lab

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.

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Hands-On Lab

Dataflow: Qwik Start - Templates

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

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Hands-On Lab

Dataflow: Qwik Start - Python

Di lab ini, Anda akan menyiapkan lingkungan pengembangan Python, mendapatkan SDK Cloud Dataflow untuk Python, dan menjalankan contoh pipeline menggunakan Google Cloud Platform Console.

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Hands-On Lab

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.

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Hands-On Lab

Dataproc: Qwik Start - Command Line

Lab ini menunjukkan Anda cara membuat cluster Google Cloud Dataproc, menjalankan tugas Apache Spark sederhana di cluster, lalu mengubah jumlah pekerja di cluster, semuanya dari Command Line gcloud. Tonton video singkat ini, Dataproc: Qwik Start - Pratinjau Qwiklabs dan Jalankan Spark dan Hadoop lebih cepat dengan Cloud Dataproc.

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Hands-On Lab

Cloud Natural Language API: Qwik Start

Cloud Natural Language API memungkinkan Anda mengekstrak entity dan melakukan analisis sentimen dan sintaks pada teks. Tonton video singkat ini Tingkatkan Instight Berharga dari Teks dengan Cloud Natural Language dan Cloud Natural Language: Qwik Start - Pratinjau Qwiklabs.

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Hands-On Lab

Google Cloud Speech API: Qwik Start

Google Cloud Speech API mengintegrasikan pengenalan ucapan ke dalam aplikasi developer; Anda sekarang dapat mengirim audio/menerima transkripsi teks. Tonton video pendek ini Pengenalan Ucapan yang Andal Menggunakan Machine Learning Google dan Google Cloud Speech: Qwik Start - Pratinjau Qwiklabs

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Hands-On Lab

Video Intelligence: Qwik Start

Di lab ini, gunakan aplikasi Google Cloud Video intelligence untuk mengekstrak metadata dari sampel file video. Tonton video singkat ini Google Cloud Video Intelligence - Telusuri setiap momen dari setiap video di katalog Anda.

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