[Pluralsight.com] Real World Big Data in Azure [2015, ENG]

Understanding Big Data in Azure
Introducing Big Data in Azure
Is This Course for Me?
Building the Phase 1 Solution
Evolving the Phase 2 Solution
Introducing the Telemetry API
Demo: EventsController
Key Features of the Telemetry API
Zipping the Event Batch
Demo: GZipToJsonHandler
Testing the API
Demo: IEventSender
Module Summary

Ingesting Data into Event Hubs
Module Introduction
Introducing Event Hubs
Configuring Event Hubs
Creating Event Hubs
Automating Event Hub Creation
Sending Events
Demo: EventHubEventSender
Batching Events
Demo: EventBatchIterator
Batching and Testing
Demo: Acceptance Tests
Understanding Throughput Units
Demo: Deploy, Monitor & Scale
Next Steps for Deployment & Monitoring
Isolating the Event Hub
Module Summary

Storing Event Data for Batch Queries
Module Introduction
Aim of Deep Storage
Concurrency and Partitions
Demo: IEventProcessor
Competing Consumers
Buffering Output
Demo: DeepStorageEventProcessor
Level 1: In-Process Memory
Demo: MemoryEventStore
Level 2: Local Disk
Demo: DiskEventStore
Level 3: Blob Storage
Demo: BlobStorageEventStore (Part 1)
Demo: BlobStorageEventStore (Part 2)
Timed Flushing
Demo: Deep Storage Worker Role
Scaling Read with Throughput Units
Module Summary

Querying Batch Data in Deep Storage
Module Introduction
About Pig
Demo: AzCopy and Pig
Importing Libraries
Demo: Pig and JSON Data
HDInsight and Pig
Demo: Running Pig Scripts in HDInsight
Streaming Data to Commands
Demo: Streaming from Pig to .NET
Visualizing Output from Pig
Demo: Visualization with D3.js
Module Summary

Normalizing Event Data for Real-Time Queries
Module Introduction
Modeling Event Metrics
Demo: Building the Data Model
Refactoring the Event Receiver
Demo: Core.EventProcessor
Dependency Injection and the EventProcessorHost
Buffering in the Event Handler
Demo: ModelBuffer of T
Handling Event Metrics
Demo: EventMetricsHandler
Running On-Premise
Demo: RealTime.WorkerRole
Running in Azure
Demo: Azure Deployment
Module Summary

Building Real-time Dashboards
Module Introduction
Demo: Installing Dashing.net
About Widgets
Demo: The Number Widget
About Scheduled Jobs
Demo: Event Count Job
How Dashing Pushes Updates
Adding New Widgets
Demo: The Pie Widget
Running Dashing on Azure
Demo: Deploying Azure Web App
Demo: Securing the Web App
Module Summary

Using Storm for the Plumbing
Module Introduction
Spouts, Bolts, and Topologies
Parallelism in Storm
Demo: The Event Hub Spout
Demo: Connecting to the Event Hub Spout
Topology for Event Metrics
Demo: Event Metrics App
Storm and HSInsight
Demo: Running in Azure
Module Summary

Using HBase for Storage
Module Introduction
About HBase
Modeling Device Errors in HBase
Demo: HBase on HDInsight
HBase Row Key Design
Demo: Device Errors in Storm
Demo: Device Errors in HBase
The HBase .NET SDK
Demo: Dashing and HBase
Module Summary
Course Summary