AI CERTs Guaranteed-to-Run

AI+ Quality Assurance

The AI+ Quality Assurance course by AI CERTs trains QA engineers, test automation specialists, and software testers to integrate AI into testing workflows, solving the industry challenge of slow, manual QA processes that delay releases. With 40% of enterprises now adopting AI-driven testing tools (Gartner, 2024), this course delivers hands-on mastery in AI-powered test automation, defect prediction, NLP for bug triaging, and performance testing using real-world case studies and tools like TensorFlow and AWS SageMaker.

This course prepares learners for the official AI+ Quality Assurance Practitioner™ certification (AT-920) with 30-day lab access at Koenig Solutions, enabling repeated practice of AI testing scenarios. Graduates gain an industry-recognized credential and the skills to lead intelligent QA initiatives, accelerating career growth into roles like AI Test Engineer or Quality Engineering Lead.

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

Training Formats & Pricing

1-on-1 USD 2,300
Dedicated instructor, your schedule Fastest
Public Batch USD 1,850
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Course Overview

The AI+ Quality Assurance course by AI CERTs is designed to equip professionals with the skills needed to integrate artificial intelligence into modern quality assurance practices, preparing them for the AI+ Quality Assurance Practitioner™ certification (AT-920). This program targets roles such as AI Quality Assurance Engineer, NLP QA Specialist, and Test Automation Engineer, bridging the gap between traditional testing and intelligent, AI-driven methodologies. With the global AI-enabled testing market projected to grow from USD 856.7 million in 2024 to USD 3.8 billion by 2032 at a CAGR of 20.9%, demand for certified professionals is accelerating across industries adopting DevOps and continuous delivery models.

Participants engage with key technologies including TensorFlow, AWS SageMaker, Amazon S3, and SHAP (SHapley Additive exPlanations), gaining hands-on experience through interactive labs conducted in cloud-based environments. The course emphasizes practical application, guiding students to build AI models for defect prediction, automate regression testing using CI/CD pipelines, and conduct performance testing on cloud applications. A capstone project challenges learners to apply NLP for bug triaging and implement AI-driven security testing, simulating real-world scenarios faced by enterprise QA teams.

This training prepares candidates for the AI+ Quality Assurance Practitioner™ certification, a globally recognized credential validating expertise in AI-powered testing strategies. Certified professionals can expect competitive salaries, with AI Quality Assurance Engineers earning an average of $150,000 in the U.S., and senior roles reaching up to $210,000. Koenig Solutions enhances this journey with official AI CERTs courseware, Guaranteed-to-Run schedules, and access to expert instructors, ensuring learners gain both certification and practical mastery. Graduates emerge ready to lead intelligent QA initiatives, driving faster, more reliable software delivery in AI-centric development environments.

What You'll Learn

Architect AI+ Quality Assurance principles by AI CERTs to integrate model validation into the software development lifecycle. Configure automated regression suites within CI/CD pipelines using Shift-Left methodologies to reduce testing cycles by 50 percent. Execute defect prediction techniques through risk-based testing frameworks to identify critical failures before production deployment. Utilize NLP and large language models to generate synthetic test data and improve coverage for complex AI applications. Deploy performance testing and telemetry analytics to monitor model stability and latency under real-world operational conditions. Design continuous security testing solutions to detect adversarial vulnerabilities and ensure compliance within AI-driven architectures.

Skills You'll Gain

QA Fundamentals AI in QA Test Automation Defect Prediction NLP for QA LLMs for QA AI for Performance Testing AI in Security Testing Exploratory Testing with AI Continuous Testing with AI AI-Driven Test Case Generation Risk-Based Testing Regression Testing Automation Predictive Analytics in QA AI for Edge Cases AI CERTs Defect Prediction AI CERTs Continuous Testing

Prerequisites

Recommended knowledge before taking this course
  • Minimum 1 year of experience in manual QA is required to apply core testing methodologies to the AI-driven workflows taught in AI+ Quality Assurance by AI CERTs.
  • Proficiency in Python 3.x is required to successfully complete the automated test framework development modules within AI+ Quality Assurance by AI CERTs.
  • Familiarity with the software testing lifecycle (STLC) and tools like Selenium or PyTest is required to execute the practical, end-to-end testing scenarios in AI+ Quality Assurance by AI CERTs.
  • Understanding of test automation frameworks is required to implement the advanced AI-enabled testing strategies covered in AI+ Quality Assurance by AI CERTs.
  • Foundational knowledge of machine learning concepts is required to utilize the predictive testing and intelligent automation modules featured in AI+ Quality Assurance by AI CERTs.
  • Access to a local IDE and proficiency with Git are required to manage, version, and deploy the test scripts developed during AI+ Quality Assurance by AI CERTs.
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Certification Exam

Everything you need to know about the AI+ Quality Assurance certification exam

Exam Details
Exam Name
AI+ Quality Assurance
Exam Cost
$495
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Includes one free retake for the AI+ Quality Assurance exam. Candidates benefit from flexible online proctoring and immediate scheduling options.
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AI+ Quality Assurance

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Course Curriculum

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

1
Day 1– AI+ Quality Assurance Certification Foundations
AI+ Body of Knowledge: QA Frameworks ISO/IEC 25010 for AI Quality Standards Defining AI+ Certification KPIs Practical Workshop: QA Data Governance AI+ Quality Principles and Compliance Hands-on Lab: Selenium, Playwright, and Applitools Integration QA Evolution and Industry Trends Data-Driven QA Metrics and Reporting
2
Day 2– AI, ML, and Deep Learning for QA Professionals
AI+ Certification Domain: Machine Learning Basics Practical Workshop: Supervised Learning for Defect Classification Deep Learning Frameworks: PyTorch and TensorFlow Hands-on Lab: LLM Introduction and Prompt Engineering Intelligent System Foundations Supervised Learning Methods for QA Neural Network QA Applications LLM Quality Engineering Roles and Responsibilities
3
Day 3– AI-Powered Test Automation Strategies
AI+ Certification Domain: Test Automation Hands-on Lab: AI-Driven Test Case Generation AI Automation Tooling: Mabl and Testim Practical Workshop: CI/CD Pipeline Integration AI Test Maintenance Efficiency Intelligent Regression Testing Modern Automation Frameworks: Cypress and Playwright AI Test Execution Speed Optimization
4
Day 4– AI+ Quality Assurance Defect Prevention and Risk
Advanced Defect Prediction Models NIST AI Risk Management Framework Implementation Hands-on Lab: AI Risk-Based Testing Practical Workshop: AI Defect Reduction Studies ML Defect Detection Models Early Detection QA Strategies AI Risk Prioritization Tasks Continuous Quality Monitoring Systems
5
Day 5– Advanced AI+ QA Techniques and Capstone
Hands-on Lab: NLP QA Applications Practical Workshop: LLM QA Implementation AI Performance Testing: JMeter and Locust AI Security Testing: Adversarial Robustness Continuous Testing Overview AI Predictive QA Analytics AI Edge Case Detection AI+ QA Certification Capstone Project

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

78%

of AI+ Quality Assurance certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the AI+ Quality Assurance 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 Quality Assurance Engineer
  • Test Automation Engineer
  • Defect Prediction Specialist
  • AI Test Analyst
  • QA Automation Specialist
  • NLP QA Specialist

Companies Hiring

5,000+
Google Microsoft Amazon Accenture Deloitte IBM Capgemini JPMorgan Chase Infosys TCS

and 5,000+ organizations worldwide seeking AI+ Quality Assurance 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 AI+ Quality Assurance training course

Is the AI+ Quality Assurance certification exam included in the course, and what is the exam fee if separate?
The AI+ Quality Assurance certification by AI CERTs is included in the $495 course fee. This bundle covers training, the official proctored exam, and one free retake. No extra fees apply if taken within the validity period.
What training formats are available for the AI+ Quality Assurance course, and does Koenig offer Guaranteed-to-Run scheduling?
Koenig offers the AI+ Quality Assurance course via 5-day live instructor-led sessions or 40-hour self-paced modules. Live sessions are Guaranteed-to-Run, ensuring your training proceeds as scheduled with expert guidance and a structured, reliable learning timeline.
How long is lab access provided for the AI+ Quality Assurance course, and what environment is used?
You receive 365 days of access to the AI+ Quality Assurance cloud-based sandbox. This environment supports hands-on labs and real-world QA scenarios on tablets or phones, ensuring you master AI-powered testing tools through continuous, practical application.
What is Koenig's rescheduling and cancellation policy for the AI+ Quality Assurance course?
Koenig permits free rescheduling of AI+ Quality Assurance sessions with 7 days' notice. Cancellations 15+ days prior qualify for a full refund minus administrative costs. Last-minute changes may incur fees, consistent with standard professional IT training policies.
What is the format, number of questions, passing score, and time limit for the AI+ Quality Assurance exam?
The AI+ Quality Assurance exam features 50 multiple-choice questions with a 90-minute limit. You must score 70% (35 correct) to pass. The proctored exam covers 10 modules, including AI-driven performance testing and advanced continuous testing methodologies.
How long is the AI+ Quality Assurance certification valid, and what is the renewal process and cost?
Your AI+ Quality Assurance certification remains valid for one year. Renewal requires completing updated course content and passing a recertification exam. Fees vary based on updates, typically costing around $195 via the official AI CERTs Store checkout.
What post-training support does Koenig provide after completing the AI+ Quality Assurance course?
Post-training, Koenig provides an AI mentor for personalized guidance, a professional digital badge, and community access. You also receive one free exam retake and 365 days of ongoing access to updated AI+ Quality Assurance course materials.
What are the prerequisites or prior experience needed for the AI+ Quality Assurance course?
To succeed in the AI+ Quality Assurance course, you need basic Python skills, QA principles knowledge, and software testing lifecycle familiarity. Understanding machine learning is helpful for mastering the advanced AI-driven automation frameworks taught in this curriculum.
What is the expected salary impact or career advancement after earning the AI+ Quality Assurance certification?
Earning the AI+ Quality Assurance certification often leads to salaries between $85,000 and $115,000, a 20-30% premium over standard roles. This credential fast-tracks your career into high-demand positions like AI Test Engineer or Quality Engineering Manager.
How does instructor-led training for AI+ Quality Assurance compare to self-study in terms of pass rates and outcomes?
Instructor-led AI+ Quality Assurance training achieves over 90% pass rates due to live mentorship and Guaranteed-to-Run schedules. While self-paced learning offers flexibility, live training provides the real-time doubt resolution necessary for superior exam readiness and skill.
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