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

<p>

The DP-3012-A: Implementing a Data Analytics Solution with <a href="#topic24858"class='topicdatalink'>Azure Synapse Analytics</a> certification validates a professional&#39;s expertise in using <a href="#topic24858"class='topicdatalink'>Azure Synapse Analytics</a> to implement and manage <a href="#topic24859"class='topicdatalink'>Data analytics solutions</a>. <a href="#topic24858"class='topicdatalink'>Azure Synapse Analytics</a> is a limitless analytics service that brings together enterprise <a href="#topic24865"class='topicdatalink'>Data warehousing</a> and <a href="#topic24861"class='topicdatalink'>Big Data analytics</a>. It gives industries the capability to query data on their terms, using either serverless on-demand or <a href="#topic24863"class='topicdatalink'>Provisioned resources</a>. Professionals with this certification can facilitate large-scale <a href="#topic24864"class='topicdatalink'>Data exploration</a>, warehousing, and analysis, thereby empowering organizations to make <a href="#topic24867"class='topicdatalink'>Data-driven decisions</a> quickly, scale and optimize their resources, and leverage <a href="#topic24869"class='topicdatalink'>Advanced data analytics</a> and <a href="machine-learning-training">machine learning</a> capabilities.</p>

8 Hours (1 Days)
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Public Batch USD 650
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Self-Paced USD 199
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Course Overview

The DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics course by Microsoft is designed for data professionals seeking to build end-to-end analytics solutions using a unified platform. While it does not map to a standalone certification exam, it aligns closely with skills measured in the DP-203: Data Engineering on Microsoft Azure exam, serving roles such as Data Engineer, Data Analyst, and BI Developer. With over 95% of Fortune 500 companies leveraging Azure for cloud services, expertise in Azure Synapse Analytics is in high demand across industries including finance, healthcare, and retail. This course equips learners with the foundational and advanced capabilities needed to solve complex data integration and analytics challenges using Microsoft’s enterprise-grade analytics service.

Participants engage with core Azure services including Azure Synapse serverless SQL pools, Apache Spark, Delta Lake, dedicated SQL pools, Synapse Pipelines, and Azure Data Lake Storage. Through 40–50% hands-on labs in the Azure Portal and Synapse Studio, students configure Spark pools, query Parquet and JSON files using serverless SQL, create Delta Lake tables with time-travel capabilities, design star-schema data warehouses, and build automated data pipelines. A key real-world project involves orchestrating an ELT workflow that ingests raw data from multiple sources into a data lake, transforms it using Spark notebooks, and loads it into a relational data warehouse for reporting—mirroring enterprise data operations.

This training prepares professionals for the Microsoft Azure Data Engineer Associate certification (DP-203), a credential recognized globally for validating cloud data engineering expertise. Certified Azure data professionals earn an average salary of $126,000 per year, with senior roles exceeding $150,000 based on experience and location. Koenig Solutions enhances this learning path with Guaranteed-to-Run batches, official Microsoft courseware, and flexible 1-on-1 training options, ensuring personalized attention and exam readiness. Upon completion, learners are positioned to lead analytics solution implementations, drive data-driven decision-making, and advance into cloud-centric data roles within modern enterprise environments.

What You'll Learn

Design an efficient data warehouse schema in Azure Synapse Analytics to optimize query performance and storage
Create Delta Lake tables in Azure Synapse Analytics for reliable, scalable data storage and management
Query files seamlessly using Azure Synapse serverless SQL pool to accelerate data analysis without infrastructure setup
Build robust data pipelines in Azure Synapse Analytics to automate data flow and reduce manual effort
Secure sensitive data with Dynamic Data Masking in Azure Synapse Analytics to ensure compliance and data privacy
Monitor data warehouse performance using dynamic management views in Azure Synapse Analytics to identify bottlenecks and optimize operations

Skills You'll Gain

Azure Synapse Analytics Serverless SQL Pool Dedicated SQL Pool Spark Pool Azure Data Lake Synapse Studio Data Wrangling ELT Pipelines Synapse Pipelines Spark Notebooks Azure Synapse Workspace Lake Database Data Integration Query Files Spark DataFrames Performance Tuning Security Configuration

Prerequisites

Recommended knowledge before taking this course
  • Completion of DP-900: Microsoft Azure Data Fundamentals or DP-203: Data Engineering on Microsoft Azure is strongly recommended as a foundational prerequisite for DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics by Microsoft.
  • Demonstrated experience with SQL for querying and managing relational data warehouse tables is essential for success in this course.
  • Practical skills in Python for data analysis and transformation within Spark environments, along with familiarity with Apache Spark and notebooks like Databricks or Jupyter, are required.
  • Experience using Azure Data Factory or Synapse Pipelines for ELT and ETL workflows is necessary for building automated data pipelines.
  • Understanding data wrangling, data lake concepts, Delta Lake operations, and the core architecture of Azure Synapse Analytics, including serverless SQL and Spark pools, is required.
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Certification Exam

Everything you need to know about the DP-3012-A certification exam

Exam Details
Exam Name
DP-3012-A
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
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DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering DP-3012-A: Azure Synapse Analytics
Define Microsoft Azure Synapse Analytics Select optimal Azure Synapse use cases Leverage core Azure Synapse capabilities Apply serverless SQL pool solutions Query CSV, JSON, and Parquet files Build external database schema objects Solve critical business data problems Evaluate Azure Synapse deployment strategies
2
Day 2– Advanced Analytics via Serverless SQL
Execute serverless SQL pool queries Transform data using serverless SQL Utilize CREATE EXTERNAL TABLE AS SELECT Partition data lake storage files Secure serverless SQL pool environments Manage serverless SQL pool users Configure robust authentication methods Deploy Dynamic Data Masking protocols
3
Day 3– Data Engineering using Apache Spark
Implement Apache Spark architecture Provision Synapse Spark pool resources Perform advanced Spark data analysis Visualize datasets with Spark tools Execute complex Spark data transformations Optimize and persist Spark dataframes Architect Synapse lake database structures Apply lake database design patterns
4
Day 4– Delta Lake and Data Warehousing
Evaluate Delta Lake storage capabilities Construct high-performance Delta tables Integrate Delta Lake streaming workflows Manage Spark catalog table schemas Design scalable data warehouse models Provision data warehouse table structures Execute data warehouse loading tasks Query relational data warehouse objects
5
Day 5– Optimizing Pipelines and Operations
Develop Synapse data integration pipelines Define pipeline data flow logic Execute pipelines in Synapse Studio Integrate Spark notebooks into pipelines Configure notebook parameter passing Load dimension and fact tables Optimize Synapse workload management Monitor with dynamic management views

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

78%

of DP-3012-A certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the DP-3012-A certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Azure Data Engineer
  • Data Analytics Engineer
  • Synapse Analytics Specialist
  • Data Platform Engineer
  • Business Intelligence Developer
  • Cloud Data Analyst

Companies Hiring

5,000+
Microsoft Accenture Deloitte Capgemini Infosys TCS JPMorgan Chase Goldman Sachs IBM Cognizant

and 5,000+ organizations worldwide seeking DP-3012-A certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

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    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

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  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

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    Head of L&D, UK Enterprise

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  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

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    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the DP-3012-A training course

Is the certification exam included in the DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics course fee?
The DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics course fee excludes the exam. You must purchase the Microsoft Certified: Azure Data Engineer Associate (DP-203) exam separately for $165 USD via Pearson VUE. Retakes incur no extra fees after the mandatory 24-hour wait.
What training formats are available for DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics?
Koenig offers DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics in live online, classroom, 1-on-1, and self-paced Flexi formats. All formats are Guaranteed-to-Run. Instructor-led sessions provide real-time guidance, while Flexi formats offer recorded video access, ensuring consistent, high-quality learning availability for every student.
How long is lab access provided for DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics?
You receive 30 days of lab access for DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics via Microsoft-hosted sandboxes. These real Azure environments allow you to master data pipelines, serverless SQL querying, and Apache Spark analytics within Azure Synapse Analytics, building practical skills for immediate professional application.
What is the rescheduling policy for the DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics course?
Koenig permits one free reschedule for DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics if requested 10+ days before the start date. Changes within 10 days incur a 50% fee. Written notice is mandatory, and each course enrollment allows only one rescheduling to maintain administrative standards.
What are the details for the DP-203 exam linked to DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics?
The DP-203 exam, supporting DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics, features 40–60 questions over 120 minutes. You need a 700/1000 score to pass. Proctored by Pearson VUE, it validates your proficiency in Azure data storage, security, and processing architectures.
How long is the Azure Data Engineer Associate certification valid after DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics?
Your Microsoft Certified: Azure Data Engineer Associate credential is valid for one year. You must complete a free, unproctored annual renewal on Microsoft Learn to maintain active status. This renewal process covers recent Azure updates and must be finished within six months of your certification expiration date.
What post-training support is included with DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics?
Koenig provides 30 days of post-training support for DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics. This includes continued lab access, session recordings, and mentor support for technical questions. You also receive exam prep resources and a certificate of completion to validate your new expertise.
What prerequisites are required for DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics?
To succeed in DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics, you need foundational SQL and Python skills. Familiarity with Azure Data Factory and Spark notebooks (Databricks or Jupyter) is essential. This background ensures you can effectively execute data wrangling and ELT processes during the course.
What is the career impact of completing DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics?
Completing DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics often leads to salaries between $115,000–$145,000 USD. Azure Data Engineers report 20–30% salary growth post-certification. Furthermore, 85% of certified professionals secure a promotion or new role within six months of completing this specialized Microsoft training.
Why choose instructor-led DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics over self-study?
Instructor-led DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics training boosts certification success by 40% over self-study. Structured labs and real-time mentorship accelerate your mastery of Synapse pipelines and Spark analytics. This guided approach reduces your exam preparation time while ensuring high-level retention of critical Azure data engineering skills.
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