Databricks on AWS (Integration and Machine Learning)
Databricks on AWS equips data engineers and cloud architects with skills to build and manage a unified Lakehouse platform, solving the critical pain point of fragmented data silos across analytics and AI workloads. With Databricks’ AWS business surpassing a $1 billion run rate, demand for certified professionals is surging among enterprises modernizing their data stack.
This course prepares learners for the Databricks AWS Platform Architect Badge assessment, featuring 30-day lab access to reinforce hands-on expertise in deployment, security, and cloud integration. Koenig’s official vendor-authorized training ensures mastery of best practices, empowering professionals to drive efficient, scalable data solutions on AWS.
Training Formats & Pricing
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Course Overview
The Databricks on AWS course, offered by AWS in collaboration with Databricks, is designed to equip data engineers, platform architects, and cloud administrators with the skills to deploy and manage the Databricks Lakehouse platform on AWS. This training prepares learners for the AWS Databricks Platform Architect Accreditation, a credential validating expertise in configuring secure, scalable data environments. With the global data analytics market projected to reach $310 billion by 2030, organizations increasingly rely on professionals skilled in unified analytics platforms. This course serves roles such as Data Platform Architect, Cloud Data Engineer, and Analytics Architect, who are essential in building modern data ecosystems that support analytics, machine learning, and governance at scale.
Students gain hands-on experience with core technologies including Databricks SQL, Unity Catalog, Delta Lake, AWS S3, AWS IAM, and VPCs, learning to integrate these services securely and efficiently. The course includes guided labs conducted within the Databricks workspace environment, where students configure a production-ready Lakehouse platform on AWS. A key project involves building an end-to-end ETL pipeline using Lakeflow Pipelines and Auto Loader to ingest, transform, and analyze customer usage data. Learners also implement security controls such as customer-managed VPCs, encryption with AWS KMS, and fine-grained access policies using Unity Catalog, simulating real-world scenarios faced by enterprise cloud teams.
By completing this course, participants are fully prepared for the Databricks on AWS Platform Architect Accreditation, a recognized credential that validates cloud-specific platform administration skills. Certified professionals are highly sought after, with data engineering roles on Databricks commanding average salaries between $176K and $242K annually. Koenig Solutions enhances this learning journey with official courseware, 1-on-1 mentoring, and a Guaranteed-to-Run schedule, ensuring timely access to expert-led training. Graduates are positioned to lead enterprise data modernization initiatives, driving innovation through scalable, secure, and AI-ready data platforms on AWS.
What You'll Learn
Skills You'll Gain
Prerequisites
- Working knowledge of AWS Virtual Private Cloud (VPC) architecture, including subnets, route tables, and network ACLs, is essential for deploying Databricks on AWS. This knowledge helps optimize network security and connectivity for your Databricks environment.
- Hands-on experience configuring AWS Identity and Access Management (IAM) roles and policies for cross-account access is crucial. It ensures secure and seamless integration of Databricks with your existing AWS resources.
- Understanding AWS Key Management Service (KMS) for customer-managed encryption keys is vital. It enables you to protect sensitive data processed within Databricks on AWS, maintaining compliance and security standards.
- Familiarity with AWS networking components such as NAT gateways, internet gateways, and DNS settings is necessary. These elements support reliable and secure network connectivity for your Databricks workloads on AWS.
- Ability to configure security groups with specific ingress and egress rules for Databricks workspaces helps safeguard your data and control access effectively.
- Experience with AWS PrivateLink and private connectivity configurations for Databricks ensures secure, high-performance data transfer between your AWS VPC and Databricks on AWS.
Certification Exam
Everything you need to know about the Databricks on AWS (Integration and Machine Learning) certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Mastering Databricks on AWS Architecture
2
Day 2– Unity Catalog and Data Governance
3
Day 3– Storage and Data Management Mastery
4
Day 4– Compute and Workload Management
5
Day 5– Production Planning and Operations
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of Databricks on AWS (Integration and Machine Learning) certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Databricks on AWS (Integration and Machine Learning) certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Data Engineer
- Cloud Data Engineer
- Databricks Engineer
- Data Platform Engineer
- Analytics Engineer
- Senior Data Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking Databricks on AWS (Integration and Machine Learning) certified professionals
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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“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
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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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the Databricks on AWS (Integration and Machine Learning) training course
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