Azure Data Engineering: Real-World Projects & Fundamentals
-
1
-
Introduction to Azure
-
Importance of Cloud Computing
-
Basics of Azure Services
-
Create Azure Account
-
Create Resource Group
-
Course Content (Module 1 to Module 5)
-
Course Content (Module 6 to Module 11)
-
2
-
Introduction to Module
-
What is Databricks
-
Create Databricks Service
-
What is Cluster
-
Create Cluster
-
Databricks Storage System
-
WorkSpace Features
-
Read from DBFS
-
Read from Hive_Metastore
-
Data Writing Into DB Storage
-
Advance Data Processing
-
3
-
Introduction to Module
-
What is Azure Storage
-
Popular Cloud Storage
-
Storage Account Performance
-
Storage Redundancy
-
Primary Region Redundancy
-
Secondary Region Redundancy
-
Azure Blob Storage
-
Blob Access Tier
-
Azure File Storage
-
Azure Queue Storage
-
Azure Table Storage
-
Create Azure Service 2
-
4
-
Introduction to Module
-
What is ADF
-
ADF an ETL Tool
-
Creat ADF service
-
Integration Runtime
-
Create Integrtion Runtime
-
Linked Service
-
Datasets
-
Activities
-
Pipelines
-
Create Pipeline
-
Trigger
-
Schedule Trigger
-
Tumbling Window Trigger
-
Event Based Trigger
-
Create Trigger
-
Data Flows
-
5
-
Introduction to Module
-
What is Key Vault
-
Key Features
-
Create Key Vault Service
-
Create Secrets
-
Create Linked Service
-
6
-
Introduction to Azure Projects
-
7
-
Play Store Dataset Analysis
-
Linked Services
-
Copy Data Activity
-
Create Compute
-
Create Secret Scope
-
Mounting Container
-
Multiple Ways of Reading Data
-
Data PreProcessing
-
Install Rating Analysis
-
Free Paid Price Analysis
-
8
-
Olympics Dataset Analysis
-
Fetch Data from kaggle
-
Write to Blob
-
Data PreProcessing
-
Gender Level Analysis
-
National Level Analysis
-
Sports Level Analysis
-
9
-
Stack Overflow Dataset Analysis
-
Copy Zip Data
-
Unzip Data
-
PreProcessing
-
Education Level Analysis
-
Learn How to Code Analysis
-
10
-
Uber Taxi Dataset Analysis
-
Introduction to Project
-
Copy Activity
-
ForEach Activity
-
PreProcessing
-
Taxi Demand Analysis
-
Payment Analysis