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Google Cloud Operations, Security & AI · LearnSpace
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courseraIT и технологии

Google Cloud Operations, Security & AI

Курс от Whizlabs
Средний≈ 4.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Google Cloud Operations, Security & AI is designed to provide learners with a strong understanding of Google Cloud data ingestion, migration, cloud operations, security, monitoring, and artificial intelligence services. The course focuses on how Google Cloud capabilities can be used to build reliable data pipelines, migrate workloads, secure cloud environments, monitor operations, and integrate AI and machine learning into modern cloud solutions. The course is divided into three modules, with each module further segmented into lessons and video lectures. Learners will explore streaming data pipelines, migration strategies, DevOps and CI/CD, cloud security and governance, observability, encryption, and Google Cloud AI and machine learning services. Course Modules: Module 1: Data Ingestion & Migration Module 2: Operations, Security & Monitoring Module 3: AI & Machine Learning Services By the end of this course, a learner will be able to: Plan and build streaming data pipelines and understand data ingestion approaches on Google Cloud. Apply migration planning, Database Migration Service, and DevOps and CI/CD concepts to cloud solutions. Understand Google Cloud security, compliance, IAM, observability, encryption, and key management capabilities. Use Google Cloud AI APIs for speech, vision, and language translation use cases. Understand AI and machine learning model development and training using Google Cloud AI services. This course is intended for learners who want to develop practical knowledge of Google Cloud operations, security, data migration, and AI capabilities and build the skills required to manage secure, reliable, and intelligent cloud solutions.

Навыки, которые вы освоите

Cloud SecurityData MigrationModel TrainingKey ManagementCloud APIData PipelinesEncryptionCI/CDIdentity and Access ManagementData AnalysisCloud ComputingData SecurityReal Time DataGoogle Cloud PlatformCloud ManagementApplied Machine LearningAnalyticsSystem MonitoringDevOpsArtificial Intelligence and Machine Learning (AI/ML)

Программа курса

3 модулей · 27 учебных материалов

01Data Ingestion & Migration10 материалов

Data Ingestion & Pipeline Management

Welcome to the CourseЧтениеData Ingestion & Migration-OverviewЧтениеBuilding Streaming Data Pipeline – Part 1ВидеоBuilding Streaming Data Pipeline – Part 2Видео

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Whizlabs Instructor

Преподаватель курса

Google Cloud Operations, Security & AI
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 4.8 ч

3 модулей

Язык: Английский

Часть программы вашего университета
DevOps and CI/CD on Google CloudВидео
Database Migration Service – OverviewВидео
Migrate to Google Cloud: Best Practices for Validating a Migration PlanВидео
Data Ingestion & Pipeline Management-Practice AssessmentЗадание
Data Ingestion & Migration-Graded AssessmentЗадание
Meet and GreetОбсуждение
02Operations, Security & Monitoring9 материалов

Cloud Operations, Security & Governance

Operations, Security & Monitoring-OverviewЧтениеComplianceВидеоCloud IAMВидеоCloud Scheduler – OverviewВидеоGoogle Cloud Observability – OverviewВидеоCloud DatalabВидеоManaging Cloud Operations, Security, and Governance on Google CloudDIALOGUECloud Operations, Security & Governance-Practice AssessmentЗаданиеOperations, Security & Monitoring-Graded AssessmentЗадание
03AI & Machine Learning Services8 материалов

AI & Machine Learning Services

AI & Machine Learning Services-OverviewЧтениеCloud Speech API, Cloud Vision API, Translate APIВидеоAI Platform (Demo Training)ВидеоCloud AutoML (Demo Training)ВидеоRole Play Designing a Secure, Automated, and Intelligent Data Platform on Google CloudDIALOGUEAI & Machine Learning Services-Practice AssessmentЗаданиеAI & Machine Learning Services-Graded AssessmentЗаданиеConclusion, What's Next, Job Roles, and Best PracticesЧтение