Request More Information

Email:  WhatsApp:

koenig-logo

Master AI Engineering Certification

Master generative AI and Azure services with Koenig. Our expert-led training prepares you for the Microsoft Certified: Azure AI Engineer Associate certification through hands-on labs.

Browse Courses
certified professional certified professional certified professional certified professional certified professional

500K+ certified professionals

Trusted by enterprise teams at 500+ global companies
From Fortune 500 enterprises to fast-growing tech firms — Koenig alumni are everywhere
Google
Microsoft
Adobe
Dell
HP
Infosys
TCS
Wipro
HCL Technologies
Cognizant
EY
PwC
McKinsey & Company
Bain & Company
HSBC
Shell
Chevron
Saudi Aramco
Bharat Petroleum
GE
Fujifilm
DHL
Emirates
NTT
NHS
United Nations
Capgemini
Google
Microsoft
Adobe
Dell
HP
Infosys
TCS
Wipro
HCL Technologies
Cognizant
EY
PwC
McKinsey & Company
Bain & Company
HSBC
Shell
Chevron
Saudi Aramco
Bharat Petroleum
GE
Fujifilm
DHL
Emirates
NTT
NHS
United Nations
Capgemini

AI Engineering

Explore AI Engineering certification and training courses — delivered live by certified instructors.

Vendors
Relevant Technology
Level
Duration
All Courses
Browse all certification courses across Microsoft, Cisco, AWS, CompTIA, VMware and more
Showing 147 courses
Associate
AI-3026: Develop AI Agents on Azure
AI-3026 1 day · 8hrs
4,593+ 4.8 USD 650
View Course
Expert
Azure MLOps
2 days · 16hrs
1,866+ 4.6 USD 1,200
View Course
Associate
AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service
AI-050T00 1 day · 8hrs
1,971+ 4.6 USD 650
View Course
Associate
Decode Azure Cognitive Search
2 days · 16hrs
8,505+ 4.5 On Request
View Course
Associate
Deep Learning Specialization
1 day · 4hrs
1,761+ 4.6 USD 650
View Course
Associate
MLOps on Azure: From Data Science to Deployment
5 days · 40hrs
7,163+ 4.8 USD 2,700
View Course
Fundamentals
GitHub Copilot Fundamentals
1 day · 4hrs
2,983+ 4.8 USD 650
View Course
Associate
Generative AI for Developers (Microsoft)
1 day · 3hrs
2,603+ 4.8 USD 650
View Course
Associate
Generative AI for Youth (Microsoft)
1 day · 3hrs
8,393+ 4.8 USD 650
View Course
Associate
AI & Azure in Insurance
2 days · 16hrs
8,618+ 4.8 USD 1,200
View Course
Associate
Azure Databricks with PySpark
8 days · 60hrs
4,501+ 4.6 USD 2,250
View Course
Associate
Custom Copilots with Azure AI Studio
1 day · 8hrs
6,965+ 4.5 USD 650
View Course
Let’s Talk

Request for more information

AI Engineering Certification Training with Koenig Solutions

Course Overview

What is AI Engineering?

AI Engineering is a systematic discipline for designing, developing, and operating reliable AI systems. This course explores the NVIDIA-specific implementation of this field, utilizing its full-stack platform to transition models from prototype to production. By leveraging tools like NVIDIA NIM, Triton Inference Server, and TensorRT, teams can streamline workflows, reducing deployment latency by up to 3x. This curriculum is essential for data scientists and engineers who require production-grade tools to manage and scale AI workloads across cloud, data center, and edge environments. Master the practical application of AI Engineering to achieve high-performance, scalable, and reliable enterprise AI deployments.

Core AI Concepts

Define AI, ML, deep learning, LLMs and generative AI

Cloud Infrastructure

Use core cloud services like compute, storage and networking

Programming with Python

Develop applications using Python for AI workflows

Security and Access

Apply IAM roles, policies and encryption for AI systems

Data Management

Handle structured, unstructured and labeled data securely

Model Deployment

Deploy and monitor models using CI/CD and APIs

Who Should Take This Course?

AI Engineer

Build and deploy AI solutions using Azure AI services and IBM watsonx

Data Scientist

Develop cognitive solutions with foundation models and large language models

AI Architect

Design autonomous AI systems and multi-agent orchestration patterns

AI Solution Engineer

Deliver end-to-end AI-enabled analytics and data pipeline solutions

AI Forward Deployed Engineer

Integrate AI models with customer data sources and operational workflows

Research Scientist

Lead cutting-edge AI research on long-horizon reasoning and self-evolving models

Career Outcomes

What AI Engineering Certification Opens Up For You

Based on industry data from certified AI Engineering professionals worldwide

11.2%

Average salary premium for AI Engineering professionals over non-AI roles

Salary Impact
+24%

Average salary increase reported after obtaining a AI Engineering certification

Typical Salary Range (Global)
Entry
$75,000–$95,000
Mid
$95,000–$120,000
Senior
$120,000–$145,000

*Source: Glassdoor / LinkedIn 2025

Job Roles
  • AI Engineer
  • ML Engineer
  • LLM Engineer
  • AI/ML Engineer
  • AI Research Scientist
  • NLP Engineer
  • Deep Learning Engineer
  • AI Consultant
  • AI Product Manager
  • Computer Vision Engineer
  • AIOps Engineer
  • AI Specialist
Companies Hiring
Google Meta Microsoft Amazon Apple OpenAI Anthropic Hugging Face Scale AI Cohere Booz Allen Hamilton Lockheed Martin Boston Consulting Group Writer ElevenLabs Deepgram

and 5,000+ organisations worldwide seeking AI Engineering certified professionals

The building blocks every AI Engineering solution is made of

01
NVIDIA NIM
NVIDIA NIM is an optimized microservice for accelerating foundation model deployment. Practitioners build production-grade AI applications with secure, scalable APIs.
02
NVIDIA Triton Inference Server
Triton is a multi-framework inference server for deploying AI models at scale. Practitioners build high-performance serving pipelines with dynamic batching.
03
NVIDIA NeMo
NeMo is an end-to-end platform for building generative AI models. Practitioners build and customize LLMs, speech AI, and multimodal applications.
04
NVIDIA TensorRT
TensorRT is a deep learning inference optimizer and runtime. Practitioners build high-performance production models with reduced latency and efficient GPU utilization.
05
NVIDIA RAPIDS
RAPIDS is a suite of GPU-accelerated data science libraries. Practitioners build fast data processing and machine learning pipelines using Python.
Canonical Data Model
The Canonical Data Model is a metadata-driven schema essential for AI Engineering that decouples source systems from application models. It ensures consistent data transformation and future-proof integration across complex AI workflows.
Integration Connectors
AI Engineering professionals leverage 80 registered connectors for databases, data warehouses, and CRMs. These tools enable secure, governed data ingestion from sources like Snowflake, Salesforce, and AWS S3 to accelerate model training.
✦ Sample Certificate

Your AI Engineering Certification Awaits

See what your official AI Engineering certification looks like. Download a sample — then let our advisors map the fastest path to earning the real one.

Sample AI Engineering certification issued by Koenig Solutions — official Microsoft Authorized Learning Partner
🔒 Fill your details to unlock
Free · No credit card · Instant download
Learning Formats

Learning That Fits Your Life

Four formats. One quality standard. Every option comes with the same expert instructors, official courseware, and money-back guarantee.

Classroom Training Most Popular

Classroom Training

Traditional, instructor-led learning in popular global destinations.

Classroom Training

  • Hands-on lab sessions
  • Face-to-face with expert instructors
  • Global training centers
Live Online Classes Best Value

Live Online Classes

Flexible virtual learning with expert instructors from the comfort of your own space.

Live Online Classes

  • Live instructor-led sessions
  • Interactive Q&A & labs
  • Train from anywhere
Fly-Me-A-Trainer (FMAT) Fastest

Fly-Me-A-Trainer (FMAT)

Flexible on-site learning for larger groups. Fly an expert to your location anywhere in the world.

Fly-Me-A-Trainer (FMAT)

  • Expert trainer at your site
  • Custom schedule & pace
  • Any location worldwide
Flexi (Self-Paced) Most Flexible

Flexi (Self-Paced)

Self-paced learning with edited lectures, courseware, hands-on labs, and optional doubt clearing sessions.

Flexi (Self-Paced)

  • Edited video lectures
  • Hands-on labs & courseware
  • Optional doubt clearing sessions
1-on-1 Training Most Focused

1-on-1 Training

Dedicated instructor assigned exclusively to you for maximum personalisation and knowledge retention.

1-on-1 Training

  • Personalised schedule
  • Instructor adapts to your pace
  • Max knowledge retention
Customised Programmes Bespoke

Customised Programmes

Bespoke curricula tailored to your tech stack, business processes, and learning goals.

Customised Programmes

  • Custom course content
  • Fits your tech stack
  • Aligned to business goals
Webinar as a Service New

Webinar as a Service

Professionally hosted live webinars delivered to your global workforce at scale.

Webinar as a Service

  • Global workforce delivery
  • Live hosted sessions
  • Scalable & trackable
Qubits Assessment

Qubits

AI-powered assessments to benchmark skills, identify gaps, and measure training ROI.

Qubits

  • Skill benchmarking
  • Gap identification
  • Training ROI measurement
The Honest Comparison
How Koenig Stacks Up Against Every Alternative

Every factor that determines whether you actually pass your AI Engineering exam — rated across every training format available.

Koenig
Official ALP Partner
12
/12 criteria ✓
ALP Provider
Other authorised partner
5
/12 criteria
Legacy Provider
Traditional classroom
2
/12 criteria
Self-Paced Platform
On-demand video
2
/12 criteria
Free Platform
Self-study / free tier
4
/12 criteria
Criteria Koenig ALP Provider Legacy Provider Self-Paced Platform Free Platform
Trainer Quality & Credentials
MCT-Certified Trainers Partial Partial
Live Instructor-Led Classes
1-on-1 Private Training
Microsoft Authorisation
Official Microsoft ALP Status Partial
Official MOC Courseware Partial
ESI / EA Credits Accepted Partial
Flexibility & Access
Flexi / Any-Day Start
On-Site / Fly-Me-A-Trainer
Global Delivery (50+ countries) Partial Partial
Results & Trust
Exam Pass Rate 95% ~70–75% Not published Not tracked Variable
Entry Price (Disclaimer: Price reflects difference between guided instruction and self-study) ~$745 ~$1,500+ ~$1,400+ $15-30/mo Free
Verified Student Reviews 18,400+ · 4.9★ Limited Limited High volume N/A

Data sourced from public pricing pages and review platforms. Accurate as of March 2026. Partial = available in select regions only.

Recognition

Awards & Recognition

Recognized by global vendors and quality bodies for training excellence

10+
Awards & Certifications
6+
Global Partners
15 Yrs
Great Place to Work
Microsoft Partner of Year
Winner of Microsoft Training Services Partner of the Year Award

Winner of Microsoft Training Services Partner of the Year Award

2025
Winner of Microsoft's ANZ Superstar Campaign

Winner of Microsoft's ANZ Superstar Campaign

2024
Winner of Microsoft's Asia Superstar Campaign

Winner of Microsoft's Asia Superstar Campaign

2022
Finalist – AWS Partner of the Year

Finalist – AWS Partner of the Year

2024
Winner of EC-Council ATC of the Year Award

Winner of EC-Council ATC of the Year Award

2024
Winner of the PECB Titanium Partner Award

Winner of the PECB Titanium Partner Award

2024
Certified as a Great Place to Work
Great Place to Work

Certified as a Great Place to Work

2011–2025
Winner of RedHat Gold Partner of the Year – Non-Retail (GLS India)

Winner of RedHat Gold Partner of the Year – Non-Retail (GLS India)

2025
Winner of RedHat Gold Partner of the Year – Non-Retail (GLS India)

Winner of RedHat Gold Partner of the Year – Non-Retail (GLS India)

2024
Winner of the Red Hat Partner of the Year Award

Winner of the Red Hat Partner of the Year Award

2023
Reviews

What our 500K+ alumni say

Verified reviews from learners certified on Azure, AI, Security, and more.

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
  • ★★★★★

    “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

Got Questions? We've Got Answers.

Everything you need to know about AI Engineering certification training with Koenig Solutions.

AI Engineering is an emerging discipline that integrates software engineering, systems engineering, and human-centered design to develop, deploy, and maintain reliable AI systems in real-world environments. It rests on three core pillars: Human-Centered AI, Robust and Secure AI, and Scalable AI. The field enables organizations to move AI from experimental prototypes to production-grade, mission-critical solutions.
AI Engineering training is designed for AI engineers, data scientists, software developers, and cloud architects with at least six months of hands-on experience in machine learning or data science. It also serves technical leads and systems engineers involved in deploying AI solutions. The courses cater to both intermediate and advanced professionals aiming to build production-ready AI systems.
Learners need working knowledge of Python, experience with machine learning frameworks like TensorFlow or PyTorch, and familiarity with cloud platforms such as Azure or Databricks. Understanding of data engineering concepts and basic knowledge of LLMs and prompt engineering are also required. No formal certification is mandatory, but hands-on project experience is highly recommended.
The training prepares learners for the Databricks Certified Generative AI Engineer Associate (DATABRICKS-GENAI-ENGINEER-ASSOCIATE) certification. It validates skills in designing and implementing LLM-enabled solutions using Databricks tools like Vector Search, MLflow, and Unity Catalog. The exam focuses on building RAG applications, agent systems, and governed AI deployments.
The Databricks Certified Generative AI Engineer Associate exam contains 45 scored multiple-choice or multiple-selection questions, with additional unscored items for statistical analysis. The time limit is 90 minutes, and the exam is delivered online via proctoring. Databricks does not publish a numeric passing score; results are reported as pass or fail with domain-wise performance feedback.
The core AI Engineering training spans 40 hours over five days and is delivered in live online, classroom, 1-on-1, and self-paced Flexi formats. Koenig offers Guaranteed-to-Run public batches, private group sessions, and Fly-Me-a-Trainer options. All formats include hands-on labs and post-training support, ensuring flexibility for global learners and enterprise teams.
Still have questions?
Talk to a AI Engineering certification advisor — free, no obligation.
WhatsApp Us

Training Professionals
Across 50+ Countries

From our headquarters in India to training centers across UAE, Iraq, Saudi Arabia, UK, USA, Singapore, Australia, and more — Koenig delivers Microsoft certification training in 50+ countries.

50+
Countries
500K+
Trained
33+
Years
95%
Pass Rate
Koenig training locations worldwide