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DP-3012: Implementing a Data Analytics Solution with Azure Synapse Analytics

OverviewThe DP-3012 course is an instructor-led, one-day course that teaches students about serverless and SQL dedicated pools, data wrangling, and the ELT process using Synapse Pipelines—a process that is a lot like using Azure Data Factory (ADF) to move data into a Synapse dedicated pool database. 

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Overview

The DP-3012 course is an instructor-led, one-day course that teaches students about serverless and SQL dedicated pools, data wrangling, and the ELT process using Synapse Pipelines—a process that is a lot like using Azure Data Factory (ADF) to move data into a Synapse dedicated pool database. 

  • 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
  • Analyze data in a relational data warehouse

  • Data Engineer
  • Azure Administrator

Introduction to Azure Synapse Analytics


  • Identify the business problems that Azure Synapse Analytics addresses
  • Describe core capabilities of Azure Synapse Analytics
  • Determine when to use Azure Synapse Analytics
  • Lab: Explore Azure Synapse Analytics

Use Azure Synapse serverless SQL pool to query files in a data lake

  • Identify capabilities and use cases for serverless SQL pools in Azure Synapse Analytics
  • Query CSV, JSON, and Parquet files using a serverless SQL pool
  • Create external database objects in a serverless SQL pool
  • Lab: Query files using a serverless SQL pool

Analyze data with Apache Spark in Azure Synapse Analytics

  • Identify core features and capabilities of Apache Spark
  • Configure a Spark pool in Azure Synapse Analytics
  • Run code to load, analyze, and visualize data in a Spark notebook
  • Lab: Analyze data with Spark

Use Delta Lake in Azure Synapse Analytics

  • Describe core features and capabilities of Delta Lake
  • Create and use Delta Lake tables in a Synapse Analytics Spark pool
  • Create Spark catalog tables for Delta Lake data
  • Use Delta Lake tables for streaming data
  • Query Delta Lake tables from a Synapse Analytics SQL pool
  • Lab: Use Delta Lake in Azure Synapse Analytics

Analyze data in a relational data warehouse

  • Design a schema for a relational data warehouse
  • Create fact, dimension, and staging tables
  • Use SQL to load data into data warehouse tables
  • Use SQL to query relational data warehouse tables
  • Lab: Explore a data warehouse

Build a data pipeline in Azure Synapse Analytics
  • Describe core concepts for Azure Synapse Analytics pipelines
  • Create a pipeline in Azure Synapse Studio
  • Implement a data flow activity in a pipeline
  • Initiate and monitor pipeline runs
  • Lab: Build a data pipeline in Azure Synapse Analytics

Trainer Profile

Mr. Mohammed Gufran

Mr. Mohammed Gufran

Cisco Instructor

Gufran, a Cisco Authorized and CCIE certified instructor, possesses more than 15 years of training mastery in Networking, Security, SDN, and many other advanced courses and technologies. With CCNA, CCNP, and many other diverse Cisco specializations, he's achieved CCIE Security (50220). From foundational concepts to complex Cisco networks & and security topics like Identity Service Engine, Web Security, Email Security, Firewalls, VPN, NGIPS, and NGFW, he's a seasoned instructor. He aptly managed global training projects, collaborating with esteemed institutions like the Bank of Tanzania, EMAL - Abu Dhabi, PIC - Kuwait, and many clients based in the US & and UK. His journey empowers organizations and individuals through roles ranging from Training Consultant to Senior Training Consultant, including contributions to content management and trainer evaluation.

StudentsFeedback
Emanuel Paun

United State

Mohammad was an amazing professor. I do not have a strong networking background and Mohammad was very patient in teaching me the basics in topics like wireless. The way he taught (hands on/labs) really helped solidify everything we learned through the 5 days of classes. I have nothing but positive feedback for the way he taught these course and his personality was amazing. 10/10 professor.

Shreyas Deshpande

India

The training helped me connect dots and taught me a lot new concepts as well. The instructor is very knowledgeable in the subject and the demonstrations are very helpful for me to understand issues, and related solutions. I really appreciate and enjoyed the lectures and learning from instructor. Thank you very much!

Yeiner Carrillo

United State

The  BGP class was very interactive and pleasant, I personally liked the instructor's methodology. Thankyou 

James Ferrell

United State

Very cordial and great expertise,Courteous, knowledgeable, detail orientated Mohammed was an awesome instructor. very knowledgeable. 

Jason Pope

United State

The instructor was an outstanding; very personable and presented the material well. I liked the fact that he worked with us on the daily schedule which helped us take care of some crucial tasks here at the end of the year.

Paul Martinez

United State

Mohammed was great, super flexible and took my pervious experience into account. His adaptability made the learning sessions engaging, and his consideration of my background knowledge significantly enhanced the learning process. Overall, a fantastic experience with a teacher who understands how to make learning both effective and enjoyable."

Asadullah Osmani

Afghanistan

Gurfan, is a very Knowledgeable instructor and delivered the material professionally and was welling to explain and help with questions during the session.Great instructor vert knowledgeable and knew the topic very well and he very knowledgeable , i do recommend others to take courses with him.

Pramod Vidwat

India

Has a good knowledge on the subject and more important we had a lot of labs to practice and get the concepts cleared.

Helder

Mozambique

Is a great instructor, explains very well about the classes, very attentive, dynamic and very motivated, I learned a lot from him and I always hope to count on him during my I.T. careers, he is a excellent teacher.

Hirofumi Takemi

Japan

It was an excellent course and I was very lucky to have you as my trainer. Thanks a lot. Hope to see you again somewhere sometime.

Stevenson Kiteculo

Africa

What to say about the coach, I don't know where to start but I tell you, you have a big picture in your company, he helped me even in having motivation that everything is possible when you believe. He is a great teacher and a great person congratulations on you having him.It was a great pleasure to have you as a teacher, in fact he marked my life and I really want to be able to count on your future help, especially the teacher because thanks to him I was able to motivate myself and smile thinking about a great career all this was possible thanks to the efforts , attention and dedication he had to help me thank you very much

Mark Powell

United States

I learned a lot. His method of teaching and the way he made sure I understand everything will prove well for me passing my test.

Emmanuel A Bankole

Angola

I really appreciate this training, it has really impacted great knowledge and you are cool and perfect instructor if I have to be honest.