Koenig Original Guaranteed-to-Run

AI Ops: CI/CD Deployment, Testing & Monitoring

Explore the dynamic world of <b>AI Operations</b> with our course on <b>Strategies for Testing and Deploying Intelligent Systems for Success</b>. This comprehensive program equips you with essential <b>learning objectives</b>, including understanding the lifecycle of AI systems and mastering best practices for testing and deployment. Participants will gain hands-on experience with real-world applications, learning how to optimize AI processes to drive organizational success. By the end of the course, you'll be proficient in effectively managing AI projects, ensuring their reliability and performance. Join us to enhance your skills and become a key player in the <b>future of intelligent systems</b>!

48 Hours (6 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 On Request
Dedicated instructor, your schedule Fastest
Public Batch On Request
Group class, fixed schedule Most Popular
Self-Paced On Request
Recorded sessions, learn anytime Best Value

100% Happiness Guarantee · Free Rescheduling · Secure Payment

Course Overview

The Koenig Original course Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success is designed for IT professionals, data scientists, and project managers aiming to master the operational lifecycle of AI systems. While not tied to a specific vendor certification exam, this program aligns with emerging industry standards in AI operations and prepares learners for roles such as AI Quality Analyst, AI Operations Engineer, and Machine Learning Validator. With 78% of enterprises now adopting AI across departments according to Gartner, this course equips professionals with critical skills in testing, deployment, and performance validation of intelligent systems. Participants will gain a structured understanding of how to ensure AI reliability, scalability, and ethical compliance in real-world business environments.

Students engage with a hands-on curriculum using platforms such as TensorFlow, PyTorch, MLflow, and Azure Machine Learning Studio within a cloud-based lab environment. The course includes practical exercises where learners configure and validate AI models, design test environments, and execute test plans for hypothetical AI applications using real-world scenarios. One key project involves building and evaluating an AI model’s performance using metrics like accuracy, precision, recall, and F1 score, while also assessing operational fit and cost-efficiency. These labs are conducted in a secure, instructor-led cloud environment, ensuring participants gain experience in managing AI system failures, updates, and security protocols in alignment with industry best practices.

Upon completion, participants receive the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) certification, a recognized credential that validates expertise in AI testing and deployment. This Koenig Original certification is increasingly valued as organizations prioritize AI governance and operational integrity. Certified professionals report an average salary increase of 18–25% in AI-focused roles, particularly in quality assurance and deployment engineering. Koenig differentiates this offering with its Guaranteed-to-Run scheduling and access to official e-courseware, ensuring consistent, high-quality training. Graduates are well-positioned to lead AI integration initiatives, ensuring robust, ethical, and high-performing intelligent systems in production environments.

What You'll Learn

Design AI-driven decision workflows by applying the strategies for testing and deploying intelligent systems taught in Koenig Original's Exploring AI Operations course.
Configure CI/CD pipelines for automated model deployment to ensure consistent and reliable integration of AI solutions.
Execute robust MLOps pipeline monitoring to maintain high availability and performance in operational environments.
Analyze model drift detection and latency benchmarks to evaluate and optimize AI model performance.
Implement security protocols and ethical frameworks to protect data integrity and maintain trust within AI systems.
Develop comprehensive A/B testing strategies for real-world applications to enhance deployment success and system scalability.

Skills You'll Gain

AI Operations MLOps Pipeline Model Deployment Model Monitoring Data Drift Detection Koenig MLOps Framework Koenig Model Lifecycle A/B Testing for Models CI/CD for Machine Learning Kubeflow MLflow TensorFlow Serving Model Performance Optimization AI Process Automation Model Reliability AI System Lifecycle AI Model Validation

Prerequisites

Recommended knowledge before taking this course
  • Basic understanding of programming concepts (experience with languages such as Python or Java is beneficial)
  • Familiarity with machine learning fundamentals and algorithms
  • Knowledge of data analysis and statistical concepts
  • Understanding of cloud computing principles
  • Familiarity with software development life cycle (SDLC) and basic project management concepts
Corporate Training
Get a Corporate Quote

Volume discounts · Dedicated account manager · Custom scheduling

Certification Exam

Everything you need to know about the AI Ops: CI/CD Deployment, Testing & Monitoring certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Let's Talk

Request for more information

AI Ops: CI/CD Deployment, Testing & Monitoring

We'll respond within 1 business day · No spam, ever.

Course Curriculum

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

1
Day 1– Foundations of AI and NIST AI RMF Integration
Defining Artificial Intelligence Narrow AI versus General AI MLOps toolsets: MLflow and Kubeflow integration AI versus Machine Learning distinctions Industry-specific AI applications Current AI and ML landscape Recent technical advancements and constraints NIST AI RMF and ISO/IEC 42001 compliance frameworks
2
Day 2– AI Operations Strategy and Governance
Spotting organizational AI opportunities Data-driven AI decision making Embedding AI into operational workflows Practical AI operational use cases Lab: Designing AI application test plans Successful AI implementation case studies Real-world AI deployment test cases Solving common AI testing challenges
3
Day 3– AI Testing Lifecycle and CI/CD Pipelines
Exploring AI Operations lifecycle stages Development, validation, and deployment phases Optimizing AI model quality reliability Lab: Mapping AI project testing milestones Configuring robust test environments Lab: Building CI/CD pipelines for AI deployment Essential AI system testing types Continuous AI system performance monitoring
4
Day 4– Evaluating AI Performance and Risk Management
Critical AI model performance metrics Assessing AI model operational fit Lab: Analyzing models via performance metrics Balancing performance, complexity, and budget Managing AI system updates and failures Addressing AI implementation security risks AI and ML ethical considerations Strategies for secure, ethical AI using ISO/IEC 42001
5
Day 5– Capstone: Automated Deployment and Lifecycle Management
Advanced AI learning resources Curated courses, books, and communities Tracking ongoing AI industry developments Capstone Lab: End-to-end automated AI deployment and validation

What's Included in Your Training

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

Career Outcomes

88%

of AI Ops: CI/CD Deployment, Testing & Monitoring certified professionals report career advancement within 6 months

Salary Impact

+32%

Average salary increase reported after obtaining the AI Ops: CI/CD Deployment, Testing & Monitoring 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 Operations Analyst
  • AI Operations Engineer
  • AI Program Manager
  • AI Strategy Consultant
  • Digital Transformation Lead
  • AI Transformation Leader

Companies Hiring

5,000+
Microsoft Accenture Deloitte Infosys Capgemini EY PwC Schneider Electric Rockwell Automation

and 5,000+ organizations worldwide seeking AI Ops: CI/CD Deployment, Testing & Monitoring 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
100%

Happiness Guarantee

We are so confident in the quality of our training that we offer a full money-back guarantee. Not satisfied? Contact us within 24 hours of your first session — we'll refund you completely, no questions asked.

Full Refund

Within 24 hours

No Questions

Asked ever

Secure Payment

Encrypted checkout

PCI DSS

Compliant