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AI+ Architect ™

The AI+ Architect ™ course by AI CERTs equips AI engineers and system architects with advanced skills in neural networks, NLP, computer vision, and generative AI to design scalable, ethical AI systems. It solves the growing industry gap in enterprise AI deployment, where 78% of Fortune 500 companies report difficulty finding qualified AI architects. Through hands-on labs and a capstone project, learners gain real-world proficiency in building production-grade AI solutions.

This course prepares for the official AI+ Architect Practitioner™ certification (AT-320) with 50 questions, 90-minute online proctored exam, and 70% passing score. Koenig provides official vendor-authorized courseware and 30-day lab access, ensuring mastery. Graduates emerge ready to lead AI initiatives in high-impact roles across cloud and AI-driven organizations.

40 Hours (5 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 USD 2,400
Dedicated instructor, your schedule Fastest
Public Batch USD 1,950
Group class, fixed schedule Most Popular

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Course Overview

The AI+ Architect ™ course by AI CERTs is a comprehensive, five-day instructor-led or 40-hour self-paced program designed to prepare professionals for the AI+ Architect Practitioner™ certification (exam code AT-320). This advanced training is tailored for AI architects, machine learning engineers, and data science leads responsible for designing and deploying scalable AI systems in enterprise environments. With 70% of Fortune 500 companies now integrating AI into core operations, demand for certified AI architects has surged, making this credential essential for professionals aiming to lead AI initiatives. The curriculum covers foundational and advanced topics including neural network design, optimization, natural language processing (NLP), computer vision, and generative AI models, ensuring participants gain mastery over both theory and real-world application.

Participants engage with key technologies such as TensorFlow, PyTorch, Hugging Face, AWS SageMaker, Azure ML, and Google Cloud Vertex AI through hands-on labs conducted in cloud-based environments. The course emphasizes practical experience, guiding students to build, train, and optimize neural networks from scratch, implement NLP and computer vision models, and deploy AI solutions using containerized frameworks like Docker and Kubernetes. A highlight of the program is the capstone project, where learners design and deploy an end-to-end AI system—such as a generative AI chatbot or a computer vision pipeline for industrial automation—demonstrating proficiency in full-stack AI architecture. These labs simulate real-world challenges, including hyperparameter tuning, model evaluation, and ethical AI deployment, ensuring readiness for production environments.

The AI+ Architect ™ program prepares candidates for the AI+ Architect Practitioner™ certification, a globally recognized credential validating expertise in enterprise AI system design. Certified professionals report an average salary increase of 25%, with senior AI architects earning between $140,000 and $180,000 annually in North America and Europe. Koenig Solutions enhances this training with Guaranteed-to-Run batches, official AI CERTs courseware, and access to 1-on-1 mentorship, ensuring personalized support. Graduates emerge as industry-ready AI leaders capable of driving innovation, optimizing AI infrastructure, and shaping responsible AI strategies in high-impact domains.

What You'll Learn

Design neural network architectures using AI CERTs' proven AI+ Architect ™ methodologies, enabling you to build smarter AI systems efficiently.
Optimize AI model performance with AI CERTs-approved techniques, ensuring faster, more accurate results for your projects.
Evaluate AI models using AI CERTs standard metrics, providing reliable benchmarks to measure success and identify improvements.
Deploy AI solutions on cloud infrastructure following AI CERTs guidelines, allowing scalable and secure AI deployment in any environment.
Secure generative AI systems by implementing best practices from AI CERTs, protecting your AI assets against vulnerabilities.
Implement ethical AI frameworks as defined by AI CERTs, fostering responsible AI development aligned with industry standards.

Prerequisites

Recommended knowledge before taking this course
  • Basic understanding of neural network architecture, optimization techniques, and activation functions, essential for mastering AI+ Architect ™ certification by AI CERTs
  • Hands-on experience with feedforward and convolutional neural networks (FNNs, CNNs) for advanced image processing tasks in AI+ Architect ™ training
  • Skill in evaluating AI models using key performance metrics like accuracy, precision, recall, and F1-score, critical for AI+ Architect ™ certification success
  • Familiarity with cloud platforms such as AWS, Azure, or GCP and their AI/ML services, vital for deploying AI+ Architect ™ solutions at scale
  • Knowledge of AI deployment workflows and infrastructure needs for efficient model serving, a core component of AI+ Architect ™ certification
  • Proficiency in Python programming for building and testing neural network components, a fundamental skill in AI+ Architect ™ courses
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Certification Exam

Everything you need to know about the AT-320 certification exam

Exam Details
Exam Name
AT-320
Exam Cost
$299
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
One free retake included; subsequent attempts require a 14-day waiting period and additional fee
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AI+ Architect ™

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Course Curriculum

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

1
Day 1– Mastering AI+ Architect ™ Neural Foundations
Neural Network Core Concepts Designing Neural Network Architectures Activation Functions for Performance Feedforward Neural Networks Explained Convolutional Neural Networks Overview Neurons and Hidden Layers Structure Synaptic Connections in AI Models Lab: Build Your First AI+ Architect ™ Network
2
Day 2– AI+ Architect ™ Optimization Strategies
Advanced Hyperparameter Tuning Methods AI Optimization Algorithms Review Gradient Descent Implementation Tactics Regularization for Model Stability Solving Overfitting and Underfitting Dynamic Learning Rate Scheduling Batch Normalization for Speed Lab: Optimize AI+ Architect ™ Models
3
Day 3– AI+ Architect ™ NLP Model Design
Essential Natural Language Processing Recurrent Neural Networks Logic LSTM Network Architecture Design Transformer Models Fundamentals Attention Mechanism Implementation BERT and Modern Language Models Text Preprocessing for AI+ Architect ™ Lab: Deploying NLP AI+ Architect ™ Solutions
4
Day 4– AI+ Architect ™ Computer Vision Systems
Computer Vision Core Principles CNNs for Precision Image Recognition Pooling Layers and Stride Utility Object Detection System Design Semantic Segmentation Architectures Transfer Learning for Vision Tasks Advanced Image Augmentation Flows Lab: Building AI+ Architect ™ Vision Models
5
Day 5– AI+ Architect ™ Performance Evaluation
Accuracy, Precision, and F1-Metrics Confusion Matrix Data Analysis ROC Curve and AUC Validation Cross-Validation Testing Methods Managing Bias-Variance Tradeoffs AI Model Interpretability Techniques Boosting Model Performance Metrics Lab: Evaluating AI+ Architect ™ Systems

What's Included in Your Training

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

Hands-On Lab

Live Lab Sandbox

Real Environment

Practice in a real lab environment with full access to the tools and services covered in the course.

30+ Guided Labs

30+

Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.

Lab Manual Included

Full Guide

Comprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.

Post-Training Access

30 Days

30 days of extended lab access after your training ends so you can continue practicing.

Career Outcomes

88%

of AT-320 certified professionals report career advancement within 6 months

Salary Impact

+30%

Average salary increase reported after obtaining the AT-320 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
  • AI Solutions Architect
  • Cloud AI Architect
  • AI Systems Architect
  • AI Enterprise Architecture Strategist
  • AI Technology Systems Planner
  • AI System Integrator

Companies Hiring

5,000+
Google Microsoft Amazon Accenture Deloitte IBM NVIDIA Meta Salesforce Intel

and 5,000+ organizations worldwide seeking AT-320 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.

18,400+
Verified Reviews
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

    “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
  • ★★★★★

    “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
  • ★★★★★

    “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
  • ★★★★★

    “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
  • ★★★★★

    “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 AT-320 training course

Is the AI+ Architect ™ certification exam included in the training cost, and what is the exam fee if separate?
Yes, the AI+ Architect ™ (AT-320) certification exam is included in your training fee, featuring one free retake. The standalone exam is €433 (approx. $475 USD) via the secure AI CERTs online proctored platform.
What training formats are available for AI+ Architect ™, and does Koenig offer Guaranteed-to-Run scheduling?
Koenig provides AI+ Architect ™ training via live 1-on-1, virtual instructor-led, and self-paced formats. We offer Guaranteed-to-Run scheduling, ensuring your course proceeds as planned with expert instruction and hands-on labs for maximum career impact.
How long is lab access provided for AI+ Architect ™, and what type of lab environment is used?
You receive 30 days of access to Koenig’s cloud-based live sandbox environment post-training. This platform enables you to master AI architecture design, deployment, and optimization using real-world tools essential for AI+ Architect ™ certification.
What is Koenig's rescheduling and cancellation policy for AI+ Architect ™ training?
Koenig allows free rescheduling for AI+ Architect ™ courses. Cancellations or rescheduling within 10 days of the start date incur a 50% fee. Per our Terms of Service, each course may be rescheduled only once.
What is the format, number of questions, passing score, and time limit for the AI+ Architect ™ exam?
The AI+ Architect ™ (AT-320) exam is a 90-minute assessment featuring 50 multiple-choice questions. A passing score of 70% (35 correct) is required. Exams are delivered via AI CERTs’ secure, proctored global online platform.
How long is the AI+ Architect ™ certification valid, and what is the renewal process and cost?
The AI+ Architect ™ certification remains valid for one year. Renew by completing the latest recertification course and assessment. Fees range from $95–$150 via the AI CERTs Store, with a 6-month grace period available.
What post-training support does Koenig provide for AI+ Architect ™ learners?
Koenig supports your AI+ Architect ™ journey with 30 days of lab access, 6 hours of trainer consultation, 6 months of video access, and exam prep. We back your success with a 100% happiness guarantee.
What are the prerequisites or recommended experience levels for enrolling in the AI+ Architect ™ course?
The AI+ Architect ™ course requires basic digital literacy and foundational AI knowledge. Familiarity with cloud platforms and enterprise AI deployment helps you excel in this practitioner-level program, though no advanced coding is mandatory.
What career impact or salary benefits can AI+ Architect ™ certification provide, with real figures?
The AI+ Architect ™ certification qualifies you for roles like AI Solutions Architect, with salaries from $110,000 to $150,000. Certified experts often secure a 20–30% career advancement boost in competitive AI-driven enterprise markets.
How does Koenig's AI+ Architect ™ training compare to self-study options in terms of success rate and support?
Koenig’s AI+ Architect ™ program outperforms self-study by providing live labs, expert mentorship, and Guaranteed-to-Run batches. With 6 hours of dedicated trainer access and 30 days of practice, you gain superior real-world technical confidence.
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