Azure Data Bootcamp

Audience Profile

Azure data engineers are responsible for data-related implementation tasks that include provisioning data storage services, ingesting streaming & batch data, transforming data, implementing security requirements, implementing data retention policies, identifying performance bottlenecks, and accessing external data sources. In addition, a fundamental part of understanding this role is being responsible for the way the data services are presented in order to deliver the information.

Prerequisites

This is a level 200 course; students should be familiar with:

• Azure (ideally an Intermediate level)
• Basic Understanding of Data Stream
• On-Premises Data Repositories
• Understanding of Data Types
• Understanding of Relational and No-Relational databases

Outline

Module 1: Data Core Concepts and Fundamentals

Lessons

• Core Data Concepts
• Working with Relational and Non-Relational Data on Azure
• Analytics Workload on Azure
• Describing and Implementing Data Storage Solutions

Module 2: Managing and Developing Data Processing

Lessons

• Managing and Developing Data Processing
• Developing Batch Processing Solutions
• Developing Streaming Solutions

Module 3: Monitoring and Optimizing Data Solutions

Lessons

• Monitoring Data Storage
• Monitoring Data Processing
• Managing Datasets

Module 4: Modeling the Data

Lessons

• Getting, Leaning, Transforming, and Loading the Data from Different Data Sources
• Designing and Developing Data Models
• Creating Measures by Using DAX
• Optimizing Model Performance

Module 5: Visualizing and Optimizing Data Models

Lessons

• Creating Reports and Dashboards
• Enhancing Reports to Expose Insights
• Performing Advanced Analysis