К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Geospatial Data Engineering · LearnSpace
Назад в каталог
courseraАнализ данных

Geospatial Data Engineering

Курс от Coursera
Начальный≈ 11.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Learn how to build scalable geospatial data systems using cloud platforms and data engineering workflows. This course covers cloud computing with AWS and GCP, building ETL pipelines, and processing real-time geospatial data streams. You will also analyze climate datasets and understand ESG-related metrics. By the end of the course, you will be able to design and implement end-to-end geospatial data pipelines.

Навыки, которые вы освоите

Geospatial Information and TechnologyExtract, Transform, LoadReal Time DataLeaflet (Software)Geographic Information SystemsApache AirflowAnomaly DetectionCloud ComputingSpatial Data AnalysisMachine LearningData AnalysisGIS SoftwareTechnical CommunicationGeospatial MappingGoogle Cloud PlatformGlobal Positioning SystemsData TransformationData Pipelines

Программа курса

14 модулей · 71 учебных материалов

01Scale in the Cloud: Launch a Cloud Environment for Raster Processing 4 материалов
From Local Constraints to Cloud ReadinessDIALOGUEEC2 and GDAL Essentials for Data AnalystsЧтениеLaunching an EC2 Instance and Installing GDALВидеоHands-on Learning: Set Up a Cloud-Based Raster Processing Environment

Учитесь у экспертов

Professionals from the Industry

Преподаватель курса

Geospatial Data Engineering
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 11.4 ч

14 модулей

Язык: Английский

Часть программы вашего университета
Задание
02Scale in the Cloud: Analyze Local vs. Cloud Processing Performance5 материалов
Key Performance Factors in Raster ProcessingВидеоEvaluating Performance Like a Data AnalystDIALOGUEMeasuring and Interpreting Processing PerformanceЧтениеRunning and Timing Raster Jobs Locally and in the CloudВидеоHands-on Learning: Compare Local and Cloud Raster ProcessingЗадание
03Scale in the Cloud: Store and Manage5 материалов
Designing Storage for Scale and Cost EfficiencyDIALOGUEManaging Raster Data Using Amazon S3ЧтениеUploading Raster Data and Configuring Lifecycle PoliciesВидеоHands-on Learning: Store and Manage Raster Data in Amazon S3ЗаданиеGraded Assessment: Scale Raster Processing in the CloudЗадание
04Automate ETL Pipelines: From CSV to Spatial Data 5 материалов
Thinking Like an ETL EngineerDIALOGUEWhat is ETL for Spatial DataЧтениеETL for Humans: Extract, Transform, Load ExplainedВидеоWalkthrough - Load Nightly Addresses into PostGISЧтениеHands-on Learning: Load Nightly Addresses into PostGISЗадание
05Automate ETL Pipelines: Automating Nightly Runs with Airflow 5 материалов
Automation Mindset CheckpointDIALOGUEHow Airflow Scheduling WorksЧтениеFrom Manual Runs to Scheduled DAGsВидеоWalkthrough - Schedule a Nightly Address PipelineЧтениеHands-on Learning: Schedule a Nightly Address PipelineЗадание
06Automate ETL Pipelines: Monitoring, Logging, and Failure Handling6 материалов
From Panic to ProcessDIALOGUEWhat Airflow Knows When a Pipeline FailsЧтениеReading Logs and Signals in AirflowВидеоWalkthrough - Trace a Failed Nightly RunЧтениеHands-on Learning: Trace a Failed Nightly RunЗаданиеGraded Assessment: Automate ETL PipelinesЗадание
07Stream Real-Time Geo: Start the Stream: Ingest GPS Data via MQTT4 материалов
Thinking in Real Time: Why Streaming Geo Systems MatterDIALOGUESet Up the Stream (Browser-Only): MQTT + Live GPS MessagesЧтениеFrom Devices to Dashboards: What Is MQTT?ВидеоHands-on Learning: Stream Test: Observing Live GPS Data Streams (Browser-Based)Задание
08Stream Real-Time Geo: See It Move: Mapping Real-Time GPS Tracks 6 материалов
Real-Time Maps: From Data to Dynamic DashboardsВидеоAnatomy of a Live Map UI: Leaflet EssentialsЧтениеDynamic Maps in Action: Real-Time Updates with LeafletВидеоHands-on Learning: Build a Live GPS Map with LeafletЗаданиеDesigning for the Real World: Maps that WorkDIALOGUEPractice Quiz: Build & Evaluate Real-Time Maps with LeafletЗадание
09Stream Real-Time Geo: Optimize for Speed: Measuring Latency in Real-Time Pipelines6 материалов
From Device to Dashboard: Measuring Latency End-to-EndВидеоWhat is Latency? Understanding Pipeline DelaysЧтениеHands-on Learning: Where’s the Bottleneck? Measure and Optimize Your PipelineЗаданиеHow Much Latency Is Too Much?DIALOGUEOptimization Techniques for Real-Time Streaming (Optional)ЧтениеGraded Assessment: Evaluating Real-Time GPS PipelinesЗадание
10Analyze Climate Data: Calculating Temperature Anomalies from Climate Data5 материалов
Why Temperature Anomalies MatterDIALOGUEClimate Data Basics: NetCDF, Baselines, and AnomaliesЧтениеAnomaly Calculation Explained Step by StepВидеоCalculating Temperature Anomalies in Google ColabЧтениеHands-on Learning: Calculate Temperature AnomaliesЗадание
11Analyze Climate Data: Visualizing Decade-Long Climate Trends 5 материалов
Why Long-Term Climate Trends MatterЧтениеReading Climate Trend Charts Like an AnalystВидеоPlotting Decade-Long Trends with Matplotlib in Google ColabЧтениеHands-on Learning: Build a Climate Trend VisualizationЗаданиеClimate Trends Over TimeDIALOGUE
12Analyze Climate Data: Interpreting Climate Trends for ESG Reporting 6 материалов
Climate Trends in ESG Reporting: What to Say and What to AvoidЧтениеWriting Climate Insights for Non-Technical AudiencesВидеоA Simple Framework for Climate Trend SummariesЧтениеHands-on Learning: Draft an ESG Climate SummaryЗаданиеEvaluating ESG Claims with Climate DataDIALOGUEGraded Quiz: Analyze Climate Trends for ESG ReportingЗадание
13Career Development for Geospatial Data Scientists6 материалов
The Geospatial Job MarketВидеоBuilding Your Professional NarrativeВидеоGeospatial Portfolio DevelopmentЧтениеCrafting Your Geospatial ProfileDIALOGUEHand-On Learning: Update Your Professional MaterialsЗаданиеGraded Quiz: Career PositioningЗадание
14Capstone Project: Geospatial Data Engineering3 материалов
Why This Project MattersЧтениеProject RequirementsЧтениеGeospatial Data EngineeringЗадание