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사전준비 1
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GCP 무료 계정 생성 10 minLecture1.1
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Contents 45
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Explore a BigQuery Public Dataset 30 minLecture2.1
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Check 01 1 questionQuiz2.1
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Recommend Products using ML with Cloud SQL and Dataproc 01 hourLecture2.2
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Check 02 1 questionQuiz2.2
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Predict Visitor Purchases with a Classification Model with BigQuery ML 01 hourLecture2.3
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Check 03 1 questionQuiz2.3
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Create a Streaming Data Pipeline for a Real-Time Dashboard with Cloud Dataflow 01 hourLecture2.4
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Check 04 1 questionQuiz2.4
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Classify Images with Pre-built ML Models using Cloud Vision API and AutoML 01 hourLecture2.5
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Check 05 1 questionQuiz2.5
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Create a Dataproc Cluster 30 minLecture2.6
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Check 06 1 questionQuiz2.6
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Work with structured and semi-structured data 01 hourLecture2.7
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Check 07 1 questionQuiz2.7
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Submit Dataproc jobs for unstructured data 01 hourLecture2.8
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Check 08 1 questionQuiz2.8
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Leveraging Unstructured Data 01 hourLecture2.9
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Check 09 1 questionQuiz2.9
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Cluster automation using CLI 01 hourLecture2.10
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Check 10 1 questionQuiz2.10
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Add Machine Learning 01 hourLecture2.11
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Check 11 1 questionQuiz2.11
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Building a BigQuery Query 01 hourLecture2.12
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Check 12 1 questionQuiz2.12
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Loading and Exporting Data 01 hourLecture2.13
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Check 13 1 questionQuiz2.13
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Advanced SQL Queries 01 hourLecture2.14
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Check 14 1 questionQuiz2.14
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A Simple Dataflow Pipeline (Python) 01 hourLecture2.15
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Check 15 1 questionQuiz2.15
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MapReduce in (Python) 01 hourLecture2.16
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Check 16 1 questionQuiz2.16
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Side Inputs (Python) 01 hourLecture2.17
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Check 17 1 questionQuiz2.17
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Explore dataset, create ML datasets, create benchmark 01 hourLecture2.18
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Getting Started with TensorFlow 01 hourLecture2.19
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Machine Learning using tf.estimator 01 hourLecture2.20
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Refactoring to add batching and feature-creation 01 hourLecture2.21
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Distributed training and monitoring 01 hourLecture2.22
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Scaling up ML using Cloud ML Engine 01 hourLecture2.23
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Feature Engineering 01 hourLecture2.24
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Publish streaming data into Pub/Sub 01 hourLecture2.25
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Streaming Data Pipelines 01 hourLecture2.26
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Streaming Analytics and Dashboards 01 hourLecture2.27
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Streaming data into Bigtable 01 hourLecture2.28
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Survey 1
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GCP Data Platform Hands-On 교육 설문 05 minLecture3.1
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Side Inputs (Python)