Course curriculum

  • 1

    Azure Cloud Mastery: Elevate Your Azure Cloud Data Skills

    • 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

    Mastering Azure Databricks

    • 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

    Mastering Azure Storage Accounts

    • 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

    Mastering Azure Data Factory

    • 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

    Mastering Azure Key Vault

    • Introduction to Module
    • What is Key Vault
    • Key Features
    • Create Key Vault Service
    • Create Secrets
    • Create Linked Service
  • 6

    Azure Data Engineering Mastery: Real-World Projects

    • Introduction to Azure Projects
  • 7

    Project 1 PlayStore Dataset

    • 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

    Project 2 Olympics Dataset

    • Olympics Dataset Analysis
    • Fetch Data from kaggle
    • Write to Blob
    • Data PreProcessing
    • Gender Level Analysis
    • National Level Analysis
    • Sports Level Analysis
  • 9

    Project 3 Stack Overflow Dataset

    • Stack Overflow Dataset Analysis
    • Copy Zip Data
    • Unzip Data
    • PreProcessing
    • Education Level Analysis
    • Learn How to Code Analysis
  • 10

    Project 4 Uber Taxi Dataset

    • Uber Taxi Dataset Analysis
    • Introduction to Project
    • Copy Activity
    • ForEach Activity
    • PreProcessing
    • Taxi Demand Analysis
    • Payment Analysis