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Cloud Analytics with Google Cloud Platform · LearnSpace
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Cloud Analytics with Google Cloud Platform

Курс от Packt
Средний≈ 21.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course offers a comprehensive guide to cloud analytics, focusing on the process of utilizing Google Cloud Platform (GCP) for processing and analyzing large-scale data. It is designed to equip learners with the knowledge required to harness cloud analytics tools, enabling businesses to extract actionable insights from big data. Throughout the course, you will learn how to design and implement end-to-end analytics solutions, leveraging machine learning and deep learning techniques to analyze data more effectively. The course includes practical steps for data ingestion, processing, and best practices for building analytics pipelines. What sets this course apart is its unique combination of theory and hands-on practice, empowering learners to build real-world cloud-based analytics engines. You will also gain insights into the design and business considerations necessary to deliver effective cloud analytics solutions. This course is suitable for professionals involved in data analytics, machine learning, and cloud computing, particularly those aiming to implement cloud-based analytics systems. While prior experience with cloud platforms is helpful, it is not a requirement.

Навыки, которые вы освоите

Cloud PlatformsCloud ServicesAmazon Web ServicesReal Time DataCloud Computing ArchitectureArtificial IntelligenceCloud SolutionsDataflowCloud StorageGoogle Cloud PlatformCloud ComputingData LakesData ProcessingMicrosoft AzureMachine LearningBig DataNatural Language ProcessingAnalyticsArtificial Intelligence and Machine Learning (AI/ML)Data Pipelines

Программа курса

9 модулей · 88 учебных материалов

01Introducing Cloud Analytics9 материалов

Lesson 1

Course OverviewВидеоIntroducing Cloud Analytics - Overview VideoВидеоIntroductionЧтениеMajor Benefits of Cloud ComputingЧтение

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Packt - Course Instructors

Преподаватель курса

Cloud Analytics with Google Cloud Platform
В каталоге вашей программы

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 21.8 ч

9 модулей

Язык: Английский

Часть программы вашего университета
Public CloudЧтение
PaaSЧтение
Different Ways to Secure the CloudЧтение
What Is Cloud AnalyticsЧтение
Cloud Computing FundamentalsЗадание
02Design and Business Considerations10 материалов

Lesson 1

Design and Business Considerations - Overview VideoВидеоIntroductionЧтениеParameters Before Adopting Cloud StrategyЧтениеLegally Binding ResponsibilitiesЧтениеSimplifying Cloud Migration with VirtualizationЧтениеDisadvantages of IaaSЧтениеCloud Migration ChecklistЧтениеInfrastructure for Cloud ComputingЧтениеPreparing a Plan for Moving to Cloud ComputingЧтениеCloud Computing and Business StrategyЗадание
03GCP 10,000 Feet Above A High-Level Understanding of GCP14 материалов

Lesson 1

GCP 10,000 Feet Above A High-Level Understanding of GCP - Overview VideoВидеоIntroductionЧтениеComputeЧтениеStorage and DatabasesЧтениеCloud DatastoreЧтениеCloud CDNЧтениеPractice: Design a Cloud SolutionDIALOGUEBigQueryЧтениеCloud Pub/SubЧтениеCloud Storage Transfer ServiceЧтениеCloud Job Discovery Private BetaЧтениеCloud Video IntelligenceЧтениеCloud Deployment ManagerЧтениеGCP Services and Use CasesЗадание
04Ingestion and Storing Bring the Data and Capture It13 материалов

Lesson 1

Ingestion and Storing Bring the Data and Capture It - Overview VideoВидеоIntroductionЧтениеPCollection (Data)ЧтениеPipeline ExampleЧтениеUsing the gcloud Command-Line ToolЧтениеCloud Storage ClassesЧтениеPractice: Design a GCP Data ArchitectureDIALOGUEHow to Use Cloud Storage VideoЧтениеWhen to Use ItЧтениеLoad BalancingЧтениеInstancesЧтениеSpecial FeatureЧтениеData Management and Messaging FundamentalsЗадание
05Processing and Visualizing Close Encounter13 материалов

Lesson 1

Processing and Visualizing Close Encounter - Overview VideoВидеоIntroductionЧтениеSchema Type of the DataЧтениеWhen to Use ItЧтениеDataflow versus DataprocЧтениеPractice: Design a GCP Data PipelineDIALOGUEMulti-language SupportЧтениеSharing and CollaborationЧтениеAdvantages of Compute EngineЧтениеHow to Use Google Compute Engine VideoЧтениеHow to Use Google App Engine VideoЧтениеNode Machine TypeЧтениеGCP Data Processing and Analytics FundamentalsЗадание
06Machine Learning, Deep Learning, and AI on GCP8 материалов

Lesson 1

IntroductionЧтениеGoogle Cloud Machine Learning EngineЧтениеUse CasesЧтениеUse Case Text SummarizationЧтениеPractice: Choose the Right AI Tool for the JobDIALOGUEUse CasesЧтениеRetinal Image Analysis OphthalmologyЧтениеMachine Learning and AI on GCPЗадание
07Guidance on Google Cloud Platform Certification8 материалов

Lesson 1

Guidance on Google Cloud Platform Certification - Overview VideoВидеоIntroductionЧтениеInterconnecting Network and Load BalancingЧтениеCertification PreparationЧтениеPractice: Compare Cloud Architect and Data Engineer RolesDIALOGUEBigQueryЧтениеSample QuestionsЧтениеCloud Computing Fundamentals and Best PracticesЗадание
08Business Use Cases8 материалов

Lesson 1

Business Use Cases - Overview VideoВидеоIntroductionЧтениеProblemsЧтениеAbstractЧтениеPractice: Sketching a GCP Solution ArchitectureDIALOGUEServicesЧтениеBrainstormingЧтениеBusiness Use-Cases in Cloud ComputingЗадание
09Introduction to AWS and Azure5 материалов

Lesson 1

IntroductionЧтениеAnalyticsЧтениеComputeЧтениеSecurity and IdentityЧтениеIntroduction to Cloud Platform ServicesЗадание