Designing with Versal AI Engine: Architecture and Design Flow - 1 (AIE-ARCH)
The Designing with Versal AI Engine: Architecture and Design Flow - 1 (AIE-ARCH) course by AMD equips software and hardware developers, system architects, and AI acceleration engineers with advanced skills to optimize applications using the Versal AI Engine. With 68% of semiconductor firms prioritizing AI acceleration in hardware design (AMD 2025 Developer Survey), this course solves the critical challenge of efficiently programming AI Engine arrays, mastering data movement, and leveraging the Vitis™ IDE for performance analysis—skills in high demand across adaptive computing roles.
This course prepares learners for the AMD Certified AI Engine Developer certification. Koenig Solutions delivers official vendor-authorized courseware with 30-day lab access, ensuring hands-on mastery. Graduates gain the expertise to lead AI-accelerated system designs in next-gen edge and cloud applications.
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The AMD Designing with Versal AI Engine: Architecture and Design Flow - 1 (AIE-ARCH) course provides a comprehensive introduction to the Versal AI Engine architecture and its application in high-performance computing. Designed for software and hardware developers, system architects, and engineers involved in accelerating compute-intensive applications, this course equips learners with the foundational knowledge to leverage AMD’s adaptive SoC platforms. Participants will explore the AI Engine’s internal structure, data movement mechanisms between AI Engines and programmable logic (PL), and the programming model using data flow graphs. With AI acceleration becoming critical in industries such as automotive, aerospace, and data centers—where AMD Versal devices are deployed in over 200 design wins—this training addresses a growing demand for engineers skilled in heterogeneous computing architectures.
This course emphasizes hands-on learning through six labs conducted in the Vitis™ Unified IDE 2025.2 environment, where students configure and optimize AI Engine kernels for real-world workloads. Key technologies covered include the Versal adaptive SoC architecture, AI Engine interfaces (AXI-Stream, memory, lock), scalar and vector data types, AI Engine APIs, adaptive data flow (ADF) graphs, and performance analysis tools. Learners will build single and multiple kernel designs, implement data flow graphs, and analyze kernel performance using Vitis debug and profiling tools. A capstone lab involves optimizing a vectorized signal processing kernel for throughput and resource utilization, simulating deployment in radar or 5G baseband applications, providing practical experience directly applicable to industrial use cases.
Upon completion, participants are well-prepared for advanced development on AMD platforms and lay the groundwork for pursuing specialized certifications in adaptive computing. Engineers with Versal AI Engine expertise report salary premiums of up to 25% in high-performance computing roles, reflecting the technology’s strategic value. Koenig Solutions enhances this learning experience with Guaranteed-to-Run batches, official AMD courseware, and access to expert instructors for 1-on-1 mentoring. Graduates of the Designing with Versal AI Engine: Architecture and Design Flow - 1 (AIE-ARCH) course gain a competitive edge, enabling them to lead next-generation AI and signal processing system designs in industries driving the future of intelligent computing.
What You'll Learn
Skills You'll Gain
Prerequisites
- Proficiency in C/C++ programming, specifically utilizing C++17 standards for kernel development within the Designing with Versal AI Engine: Architecture and Design Flow - 1 (AIE-ARCH) course.
- Experience with the Vitis Unified Software Platform (2023.2 or later) for application acceleration and hardware-software integration.
- Understanding of data flow programming models and graph-based design methodologies.
- Foundational knowledge of AMD Versal adaptive SoC architecture, including the AI Engine compute domain and memory hierarchy.
- Familiarity with embedded software development flows and debugging techniques within the Vitis Unified IDE.
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 Designing with Versal AI Engine: Architecture and Design Flow - 1 (AIE-ARCH) certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Designing with Versal AI Engine: Architecture and Design Flow - 1 (AIE-ARCH) certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- AI Engine Developer
- Versal SoC Architect
- FPGA Acceleration Engineer
- AI/ML Hardware Engineer
- Adaptive Computing Developer
- System-on-Chip (SoC) Designer
Companies Hiring
and 5,000+ organizations worldwide seeking Designing with Versal AI Engine: Architecture and Design Flow - 1 (AIE-ARCH) 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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“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
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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.”
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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 Designing with Versal AI Engine: Architecture and Design Flow - 1 (AIE-ARCH) training course
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