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AzBDA - Version: 1
Microsoft Azure and Big Data Analytics
5 days course
Description
Microsoft Azure is a cloud platform that includes everything you need for handling massive amounts of data. In this course we will learn how to work with big data from the ingestion phase to the phase where the data is represented in dashboards. We will deeply explore all Microsoft Azure tools which help dealing with large amounts of data.
Intended audience
Developers, data scientist, DBA, architects, managers
Prerequisites
Basic programming skills
Objectives
Learn how to use Microsoft big data tools
Topics
Azure And Big Data
Big Data Fundamentals
What is Big Data?
The Hadoop Eco-system
The Big Data Process
Design Patterns in Big Data
Microsoft Azure Big Data Services
Data Ingestion
Processing Data
Storing and Fetching Data
More Tools
Use Cases
E-commerce
Cyber
IoT
Working with azure storage
Azure blob storage
Azure Table storage
Azure Queue storage
Azure file storage
Ingesting Data in Microsoft Azure
Collecting Data
Flume
Sqoop
Working with Queues
Event Hub
IoTHub
Managing workflows
Azure automation
Data factory
Azure cognitive services
Processing Data
Batch Processing
Hadoop and Map Reduce
Spark
Data lake
Stream Processing
Storm
Spark Streaming
Stream Analytics
Working with Data Lake Analytics
NoSQL Databases
Key-value Store
Table Storage
Redis Cache
Columnar Database
Hbase
Document Database
Cosmos DB
The CAP Theorem
Getting Value from Your Data
Machine learning and BI
Azure ML studio
Visualize Your Data with Power BI
Extend your capabilities with azure VM
Working with azure VM
Working with azure SQL
Putting it All Together
Big Data Orchestration
Cortana intelligence suite
Building Architecture on Microsoft Azure for The Use Cases
Related courses
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AzBDA Course
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