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[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=\u00bb1″ _builder_version=\u00bb4.4.0″ custom_margin=\u00bb1px|||||\u00bb][et_pb_row _builder_version=\u00bb4.4.0″][et_pb_column type=\u00bb4_4″ _builder_version=\u00bb4.4.0″]
\n[et_pb_text content_tablet=\u00bb\u00bb]<\/p>\n
Temario<\/h2>\n
The course includes presentations, demonstrations, and hands-on labs.<\/p>\n
Module 1: Introduction to Google Cloud<\/p>\n
Identify the different aspects of Google Cloud\u2019s infrastructure.
\nIdentify the big data and ML products that form Google Cloud.
\nModule 2: Recommending Products Using Cloud SQL and Spark<\/p>\n
Review how businesses use recommendation models.
\nEvaluate how and where you will compute and store your housing rental model results.
\nAnalyze how running Hadoop in the cloud with Dataproc can enable scale.
\nEvaluate different approaches for storing recommendation data off-cluster.
\nModule 3: Predicting Visitor Purchases Using BigQuery ML<\/p>\n
Analyze big data at scale with BigQuery.
\nLearn how BigQuery processes queries and stores data at scale.
\nWalkthrough key ML terms: features, labels, training data.
\nEvaluate the different types of models for structured datasets.
\nCreate custom ML models with BigQuery ML.
\nModule 4: Real-time Dashboards with Pub\/Sub, Dataflow, and Google Data Studio<\/p>\n
Identify modern data pipeline challenges and how to solve them at scale with Dataflow.
\nDesign streaming pipelines with Apache Beam.
\nBuild collaborative real-time dashboards with Data Studio.
\nModule 5: Deriving Insights from Unstructured Data Using Machine Learning<\/p>\n
Evaluate how businesses use unstructured ML models and how the models work.
\nChoose the right approach for machine learning models between pre-built and custom.
\nCreate a high-performing custom image classification model with no code using AutoML.
\nModule 6: Summary<\/p>\n
Recap of key learning points.
\n Resources
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5 horas<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"2880","footnotes":""},"categories":[50,9,11],"tags":[],"class_list":["post-3919","post","type-post","status-publish","format-standard","hentry","category-big-data","category-cursos","category-cursos-de-it"],"acf":[],"_links":{"self":[{"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/posts\/3919","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/comments?post=3919"}],"version-history":[{"count":0,"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/posts\/3919\/revisions"}],"wp:attachment":[{"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/media?parent=3919"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/categories?post=3919"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/tags?post=3919"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}