Cloud Concepts

• Benefits and considerations of using cloud services
• Different cloud services
• Types of cloud computing

Core Azure Services

• Core Azure architectural components
• Core resources available in Azure

Core solutions and management tools on Azure

• Core solutions available in Azure
• Azure management tools 

General security and network security features

• Azure security features
• Azure network security

Identity, Governance, privacy, and compliance features

• Core Azure identity services
• Azure governance features
• Privacy and compliance resources 

Azure cost management and Service Level Agreements

• Methods for planning and managing costs
• Azure Service Level Agreements (SLAs) and service lifecycles
•  

• Getting Started with Python: Introduction
• Complex Data Types in Python:

• Working with List and Tuples in Python
• Working with Dictionaries and Sets in Python
• Working with Shallow and Deep Copies in Python

• Conditional Statements and Loops:

• If – Else Control Structures in Python (1.8 hrs)
• The Basics of for Loops in Python
• Advanced
• While Loops in Python

• Functions in Python:

• Introduction
• Gaining a deeper Understanding of Python Functions
• Working with Advanced Features of Python Functions
• Python Classes & Inheritance:
• Introduction
• Getting Started with Classes in Python
• Working with Inheritance in Python
• Advanced functionality using Python Classes
• Error Debugging and Regular Expressions
• OOPs in Python & Exception handling
• Learn Scientific libraries in Python
• Data manipulation using Pandas
• Data visualization with Matplotlib

• Azure Data Lake Storage
• Azure Cosmos DB
• Azure SQL DB
• Azure Synapse
• Azure Batch
• Azure Data Factory
• Azure Databricks
• Azure Stream Analytics

• Databricks Overview
• Databricks with Microsoft Azure
• Spark 20 architecture
• Spark Streaming
• Spark DataFrames
• Spark Databricks Analytics in Azure
• Provisioning Databricks workspace in Azure portal
• Read & Write in Databricks
• Data Processing in Databricks
• Delta Lake
• Developing Spark Streaming applications
• Optimizing Spark Performance

• Azure Data Factory Overview
• Components overview
• Control Flow
• Data Flow transformation

• Introduction to DevOps.
• Linux, Shell Scripting and Networking Concepts for DevOps.
• Programming automation using Python Scripting.
• Source Version Control using Git.
• Azure CICD with CodeCommit, Codebuild, CodeDeploy & CodePipeline.
• CICD Tools Comparison for Automation.
• Containerization using Docker.
• Container Orchestration using Kubernetes.
• CICD using Open Source tools with Jenkins.