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Google Cloud Professional Data Engineer Course [2019 Update]

Name: Google Cloud Professional Data Engineer Course [2019 Update]
Price: 19.99 USD
Availability: InStock

About this course

[UPDATED CONTENT 2019 Exam]Storage SolutionsOLAP vs OLTP databasesConsistency concepts.Transactional consistency for various data storage solutions.Cloud StorageGsutil command line interface.DatastoreDatastore indexing - what is it, how to update, upload.BigQueryUpdate of BigQuery practicals including authorised views in the new BQ UI.Concepts of temporary tables.Types of schemas BQ accepts.BigTableBigTable fit for purpose of time-series data.Cbt command line interface for BigTable.BigTable consistency concepts and highly available configuration.DataflowDeploying dataflow jobs and what’s running in the background.Dataflow job monitoring through console -> Cloud Dataflow Monitoring Interface and also gcloud dataflow commands.Updating a dataflow streaming job on the fly.Logging of Cloud Dataflow jobs.Cloud Dataflow Practical - Running job locally and using Dataflow ServiceHadoop & DataprocApache Spark jobsStackdriverExport logs to BigQuery for further analysis, why and how.Machine Learning Solutions - New SectionIntroduction of new GCP ML products and open source products such as Cloud Machine Learning Engine, BigQuery ML, Kubeflow & Spark MLCloud AutoML -> AutoML Vision, AutoML Vision EdgeDialogflow - GCP’s Chatbot builderConcept of edge computing and distributed computingGoogle cloud’s TPU (Tensor Processing Unit)Common t

63/100

CourseAsk score

What the provider tells you: 39/45
Who stands behind it: 8/35
How complete the listing is: 16/20

Scores how much the provider publishes and who stands behind it — not how well it is taught.

What you'll learn

Understand OLAP vs OLTP databases
Familiarize with Cloud Storage and its command line interface
Practice updating BigQuery schemas and using temporary tables
Monitor Dataflow jobs and deploy them effectively
Apply machine learning solutions using Google Cloud products

Course objectives

Equip students with practical skills in data engineering using Google Cloud
Provide insight into machine learning tools and their applications

Machine Learning Cloud Computing #google cloud #machine learning #apache spark #data engineering #cloud storage #bigquery #cloud ml #command line #olap #dataflow #gcloud #kubeflow #bigtable #datastore #oltp #temporary tables

$19.99

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