Training plan
Module 1: Implement a Data Analytics Solution with Azure Synapse Analytics
- Introduction to Azure Synapse Analytics
- Use Azure Synapse serverless SQL pool to query files in a data lake
- Analyze data with Apache Spark in Azure Synapse Analytics
- Use Delta Lake in Azure Synapse Analytics
Module 2: Build data analytics solutions using Azure Synapse serverless SQL pools
- Use Azure Synapse serverless SQL pool to query files in a data lake
- Use Azure Synapse serverless SQL pools to transform data in a data lake
- Secure data and manage users in Azure Synapse serverless SQL pools
Module 3: Perform data engineering with Azure Synapse Apache Spark Pools
- Analyze data with Apache Spark in Azure Synapse Analytics
- Transform data with Spark in Azure Synapse Analytics
Module 4: Use Delta Lake in Azure Synapse Analytics
- Analyze data in a relational data warehouse
- Load data into a relational data warehouse
- Manage and monitor data warehouse activities in Azure Synapse Analytics
- Secure a data warehouse in Azure Synapse Analytics
Module 5: Transfer and transform data with Azure Synapse Analytics pipelines
- Build a data pipeline in Azure Synapse Analytics
- Use Spark Notebooks in an Azure Synapse Pipeline
Recommended prerequisite knowledge
- Experience with Notebooks: Participants should be familiar with using notebooks that utilize different languages and Spark engines, such as Databricks, Jupyter Notebooks, and Zeppelin Notebooks.
- Skills in SQL and Python: Some experience with SQL and Python is necessary.
- Azure Tools: Participants should have experience with Azure tools, particularly Azure Data Factory.
This knowledge and experience will enable participants to effectively follow instructions on dedicated SQL pools and serverless Spark, as well as the ELT process using Synapse pipelines, similar to Azure Data Factory, for moving data to the Synapse dedicated pool database.
Microsoft Azure Synapse Training (DP-3012)
The Implementing a Data Analytics Solution with Azure Synapse Analytics (DP-3012) training is designed for data engineers, analysts, and IT professionals seeking to master the capabilities of Azure Synapse Analytics. This course focuses on designing, implementing, and optimizing analytical solutions to manage large data volumes and extract valuable insights.
Through hands-on exercises and real-world use cases, participants will learn to leverage Azure Synapse’s features to build efficient data pipelines, optimize performance, and deliver advanced analytics tailored to organizational needs.
Why Take This Training?
Azure Synapse Analytics is a powerful platform combining the capabilities of data warehouses and data lakes to meet modern analytical needs. This training provides essential skills to create integrated solutions that enable organizations to make data-driven decisions based on reliable insights.
By taking this course, you will be prepared to address complex challenges in data management and analytics within cloud environments.
Skills Developed During the Training
Creating Data Pipelines
Learn to design and configure automated data flows for efficient data management.Optimizing Analytical Performance
Develop techniques to enhance Synapse solutions’ performance and ensure scalability.Integrating Multiple Data Sources
Connect data from diverse sources to create a comprehensive and unified view.Implementing Advanced Analytical Models
Use analytical tools to generate actionable insights from large datasets.Automating Analytical Processes
Streamline workflows to simplify data management and enable real-time analysis.Interactive Visualization and Reporting
Create customized dashboards and interactive reports to meet organizational needs.
A Practical, Expert-Led Training
This training is delivered by certified Azure instructors, combining theoretical teaching with hands-on exercises. Participants will work on real-world projects, allowing them to apply the concepts learned directly.
Who Should Attend?
- Data engineers responsible for creating and optimizing data pipelines
- IT professionals specializing in data analysis and cloud solution implementation
- Data architects aiming to integrate Synapse into complex environments
- Analysts seeking to deepen their skills in reporting and visualization
Build Advanced Analytical Solutions with Azure Synapse
The Implementing a Data Analytics Solution with Azure Synapse Analytics (DP-3012) training equips you with the essential tools and techniques to create high-performance analytical solutions. Enroll today to transform your data analytics skills and deliver impactful results for your organization.
Frequently asked questions - Azure Synapse Analytics training (FAQ)
What topics are covered in this training?
The training covers pipeline creation, performance optimization, data integration, and advanced reporting techniques.
What are the prerequisites for this course?
A basic understanding of data analytics and experience with cloud tools are recommended.
What tools will be used during the course?
Participants will primarily work with Azure Synapse Analytics, Power BI, and data management tools.
Does the training include practical exercises?
Yes, interactive exercises and real-world scenarios are included to reinforce the skills learned.
Is this training suitable for beginners?
It is designed for professionals with basic experience in data analysis and cloud management.
How does this training benefit my organization?
It enables the development of robust analytical solutions optimized for cloud environments, facilitating better decision-making.