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Implement a Data Analytics Solution with Azure Databricks. (DP-3011)

Modules in this learning path:

• Explore Azure Databricks
• Perform Data Analysis Azure Databricks
• Use Apache Spark Azure Databricks
• Use Delta Lake Azure Databricks
• Build Data Pipeline with Delta Live Tables
• Deploy Workloads with Databricks Workflows

Products: Azure Databricks

Roles: Data Analyst

Level: Intermediate

Subjects: Data Analytics

Duration: 415 minutes

Implement a Data Analytics Solution with Azure Synapse Analytics

Modules in this learning path:

• Introduction to Azure Synapse Analytics
• Query Data Lake Using Azure Synapse Serverless SQL Pools
• Understand Big Data Engineering with Apache Spark Azure Synapse Analytics
• Use Delta Lake Azure Synapse Analytics
• Design Multidimensional Schema to Optimize Analytical Workloads
• Build Data Pipeline Azure Synapse Analytics

Products: Azure Synapse Analytics

Roles: Data Engineer

Level: Intermediate

Subjects: Databases, Data Engineering, Data Storage

Duration: 450 minutes

Implement a Data Streaming Solution with Azure Stream Analytics

Modules in this learning path:

• Introduction to Data Streaming
• Ingest Streaming Data Use Azure Stream Analytics Synapse
• Visualize Real Time Data Azure Stream Analytics Power Bi

Products: Azure Stream Analytics, Azure Synapse Analytics, Power Bi

Roles: Data Analyst, Data Engineer

Level: Beginner

Subjects: Data Analytics, Data Engineering

Duration: 182 minutes

Implement a Lakehouse with Microsoft Fabric

Modules in this learning path:

• Introduction End Analytics Use Microsoft Fabric
• Get Started Lakehouses
• Use Apache Spark Work Files Lakehouse
• Work Delta Lake Tables Fabric
• Ingest Dataflows Gen2 Fabric
• Use Data Factory Pipelines Fabric
• Describe Medallion Architecture

Products: Fabric

Roles: Data Analyst, Data Engineer, Data Scientist

Level: Intermediate

Subjects: Data Analytics, Data Engineering, Data Integration, Data Storage

Duration: 436 minutes

Implement a data engineering solution using Azure Databricks

Modules in this learning path:

• Perform Incremental Processing with Spark Structured Streaming
• Implement Streaming Architecture Patterns with Delta Live Tables
• Optimize Performance with Spark and Delta Live Tables
• Ci Cd Workflows Pipelines Azure Databricks
• Automate Jobs Azure Databricks
• Manage Data Privacy and Governance with Azure Databricks
• Use SQL Warehouses Azure Databricks
• Run Azure Databricks Notebooks Azure Data Factory

Products: Azure Databricks

Roles: Data Engineer

Level: Intermediate

Subjects: Data Engineering

Duration: 487 minutes

Implement a data modeling and partitioning strategy for Azure Cosmos DB for NoSQL

Modules in this learning path:

• Implement Non Relational Data Model
• Design Data Partitioning Strategy

Products: Azure, Azure Cosmos Db

Roles: Data Engineer, Developer

Level: Intermediate

Subjects: Data Modeling

Duration: 108 minutes

Explore the data warehousing process and learn how to load, monitor, secure, and query a warehouse in Microsoft Fabric. (DP-602T00)

Modules in this learning path:

• Introduction End Analytics Use Microsoft Fabric
• Get Started Data Warehouse
• Load Data Into Microsoft Fabric Data Warehouse
• Query Data Warehouse Microsoft Fabric
• Monitor Fabric Data Warehouse
• Secure Data Warehouse in Microsoft Fabric

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Beginner

Subjects: Data Analytics, Data Engineering, Data Integration

Duration: 357 minutes

Implement a non-relational data model

Units in this learning path:

• Introduction
• Whats Difference Between Nosql Relational Databases
• Identify Access Patterns for Your App
• When to Embed Reference Data
• Exercise Measure Performance for Customer Entities
• Choose Partition Key
• Model Small Lookup Tables
• Knowledge Check
• Summary

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Data Modeling

Duration: 57 minutes

This module explores how to deploy, validate, and install SAP HANA on Azure (Large Instances). Prepare for Exam AZ-120: Planning and Administering Microsoft Azure for SAP Workloads.

Units in this learning path:

• Introduction
• Provide Microsoft All Data to Deploy for You Large Instance
• Connect Azure Virtual Machines to Hana
• Create Expressroute Gateway
• Validate
• Install Hana
• Knowledge Check
• Summary

Products: Azure

Roles: Administrator, Solution Architect

Level: Advanced

Subjects: Data Engineering, Data Storage

Duration: 31 minutes

Implement compliance controls for sensitive data

Units in this learning path:

• Introduction
• Explore Data Classification
• Explore Server and Database Audit
• Implement Dynamic Data Masking
• Implement Row Level Security
• Understand Microsoft Defender for SQL
• Explore Azure SQL Database Ledger
• Implement Azure Purview
• Exercise Enable Advanced Data Security Classification
• Knowledge Check
• Summary

Products: Azure, Azure SQL Database, SQL Server

Roles: Data Analyst, Data Engineer, Database Administrator

Level: Intermediate

Subjects: Classification Analysis, Databases, Threat Protection

Duration: 103 minutes

Learn the key concepts and strategies for implementing continuous integration and continuous deployment (CI/CD) in Microsoft Fabric.

Units in this learning path:

• Introduction
• Understand Cicd
• Implement Version Control and Git Integration
• Implement Deployment Pipelines
• Automate Cicd Using Fabric Apis
• Exercise
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Beginner

Subjects: Data Engineering, Data Analytics

Duration: 46 minutes

Learn how to discover, classify, and protect sensitive and business-critical content throughout its lifecycle across your organization.

Units in this learning path:

• Introduction
• Endpoint Dlp Overview
• Understand Dlp Implementation Workflow
• Onboard Devices Endpoint Dlp
• Configure Endpoint Dlp Settings
• Create Manage Endpoint Dlp Policy
• Deploy Purview Extension
• Configure Just in Time Protection
• Knowledge Check
• Summary

Products: Microsoft Purview, M365, Office 365

Roles: Administrator

Level: Intermediate

Subjects: Data Management, Threat Protection, Cloud Computing

Duration: 53 minutes