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Master Artificial Intelligence & Machine Learning (AI & ML) Certification

Koenig Solutions offers Artificial Intelligence & Machine Learning (AI & ML) training. Master Azure AI Engineer frameworks through expert-led instruction, hands-on labs, and real-world projects to achieve your professional certification goals.

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Artificial Intelligence & Machine Learning (AI & ML)

Explore Artificial Intelligence & Machine Learning (AI & ML) certification and training courses — delivered live by certified instructors.

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Artificial Intelligence & Machine Learning (AI & ML) Certification Training with Koenig Solutions

Course Overview

What is Artificial Intelligence & Machine Learning (AI & ML)?

Artificial Intelligence & Machine Learning (AI & ML) is a field of computer science published by organizations including ISO/IEC and the OECD that enables systems to perceive environments, interpret data, and generate predictions, content, or decisions to achieve human-defined goals. It sits at the core of modern computational intelligence, forming the foundation for adaptive and autonomous digital systems. Key components include Machine Learning, which trains models using data to improve performance without explicit programming; Deep Learning, a subset of machine learning using neural networks for complex pattern recognition; Natural Language Processing, enabling machines to understand and generate human language; Computer Vision, allowing systems to interpret visual data; and Reinforcement Learning, where systems learn optimal actions through trial and feedback. This technology is for data scientists, machine learning engineers, AI researchers, and software developers who design intelligent systems, as it equips them with the methodologies to build adaptive models that solve real-world problems through data-driven inference.

Python Programming

Write and interpret basic Python syntax for AI workflows

Core AI Concepts

Explain machine learning, generative AI and model inference

Cloud Services

Identify core compute, storage and serverless services on AWS or Azure

REST APIs

Use SDKs and CLIs to interact with AI endpoints

Identity Management

Apply IAM roles and policies to secure AI resources

Data Formats

Work with JSON and CSV for model input and output

Who Should Take This Course?

Data Scientist

Build and fine-tune machine learning models using Python and TensorFlow

AI Developer

Integrate AI models into applications using APIs and cloud services

Machine Learning Engineer

Productionize and optimize AI solutions on platforms like Google Cloud

Data Engineer

Design data pipelines to support AI and machine learning workflows

AI Engineer

Develop and train AI algorithms using Azure AI and MLOps

Business Analyst

Translate AI insights into actionable business strategies and workflows

Career Outcomes

What Artificial Intelligence & Machine Learning (AI & ML) Certification Opens Up For You

Based on industry data from certified Artificial Intelligence & Machine Learning (AI & ML) professionals worldwide

72%

of professionals report significant salary growth after earning an Artificial Intelligence & Machine Learning (AI & ML) certification

Salary Impact
+24%

Average salary increase reported after obtaining a Artificial Intelligence & Machine Learning (AI & ML) 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
  • Machine Learning Engineer
  • Data Scientist
  • AI Engineer
  • NLP Specialist
  • Computer Vision Engineer
  • Data Engineer
  • AI Product Manager
  • Research Scientist
  • Algorithm Engineer
  • Prompt Engineer
Companies Hiring
Google Amazon IBM PayPal Samsung Accenture TCS Infosys Cognizant Wipro Oracle Qualcomm Microsoft Meta NVIDIA Adobe

and 5,000+ organisations worldwide seeking Artificial Intelligence & Machine Learning (AI & ML) certified professionals

The building blocks every Artificial Intelligence & Machine Learning (AI & ML) solution is made of

01
Machine Learning
A subset of AI that uses algorithms to analyze data and learn patterns. Practitioners build predictive models for classification, regression, and anomaly detection.
02
Deep Learning
A type of machine learning based on artificial neural networks with multiple layers. Practitioners build models for image recognition, speech processing, and natural language understanding.
03
Natural Language Processing
A field enabling machines to understand, interpret, and generate human language. Practitioners build chatbots, sentiment analyzers, and text summarization systems.
04
Computer Vision
A technology that enables systems to extract information from images and videos. Practitioners build object detection, facial recognition, and content moderation applications.
05
Generative AI
A branch of AI that creates new content such as text, images, or audio. Practitioners build content generation tools, synthetic data generators, and creative design assistants.
AIStore
AIStore is a high-performance, distributed storage platform designed for Artificial Intelligence & Machine Learning (AI & ML) workloads. It accelerates training pipelines through multi-cloud support, efficient caching, and streamlined ETL offload capabilities.
Gemini API
The Gemini API is a powerful interface for building Artificial Intelligence & Machine Learning (AI & ML) applications. It supports multimodal inputs, function calling, and structured outputs to power advanced agentic workflows and intelligent automation.
✦ Sample Certificate

Your Artificial Intelligence & Machine Learning (AI & ML) Certification Awaits

See what your official Artificial Intelligence & Machine Learning (AI & ML) certification looks like. Download a sample — then let our advisors map the fastest path to earning the real one.

Sample Artificial Intelligence & Machine Learning (AI & ML) certification issued by Koenig Solutions — official Microsoft Authorized Learning Partner
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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 Artificial Intelligence & Machine Learning (AI & ML) 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
NVIDIA DLI Certified Instructors
Live Instructor-Led Delivery Partial
1-on-1 Private Training
NVIDIA Authorisation
Official NVIDIA ALP Status
Official NVIDIA Courseware Partial Partial
Learning Credits Accepted
Flexibility & Access
Any-Day/Flexi Start
On-Site/Fly-Me-Trainer Partial Partial
Global Delivery Reach Partial Partial
Results & Trust
Training Model Per-course fee Per-course fee Subscription-based Subscription-based N/A
Entry Price ~$745 (Per-course) ~$1,500+ (Per-course) $15-30/mo (Subscription) Free (Subscription) Free
Verified Reviews 18,400+ · 4.9★ Limited N/A N/A 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 Artificial Intelligence & Machine Learning (AI & ML) certification training with Koenig Solutions.

Artificial Intelligence (AI) and Machine Learning (ML) are technologies that enable machines to simulate human intelligence, including learning, reasoning, problem-solving, and decision-making. Key components include machine learning, deep learning, natural language processing (NLP), computer vision, and generative AI. These technologies use algorithms and data to build predictive models and automate complex tasks across industries.
AI and ML training is designed for data scientists, software developers, ML engineers, data analysts, and IT professionals seeking to build or enhance AI-driven solutions. It serves beginners with foundational Python knowledge to experienced practitioners specializing in deep learning or generative AI. Roles such as AI architects, NLP engineers, and MLOps engineers also benefit from advanced-level programs.
Learners need foundational knowledge of Python programming, basic statistics, and data handling concepts before starting AI and ML training. Familiarity with libraries like NumPy and Pandas is recommended. For advanced courses, prior experience in data science, linear algebra, or cloud platforms such as AWS or Azure may be required depending on the specialization.
Koenig's AI and ML training prepares learners for certifications such as the AWS Certified AI Practitioner (AIF-C01) and AWS Certified Machine Learning Engineer – Associate (MLA-C01). These credentials validate skills in AI/ML concepts, generative AI, and deploying ML solutions on AWS. Training also supports Python Institute’s PCAI™ and Databricks certifications for specialized tracks.
The AWS Certified AI Practitioner (AIF-C01) exam includes 50 scored questions with a passing score of 700 on a scaled 100–1,000 scale. It features multiple-choice and multiple-response formats, lasts 90 minutes, and is valid for 3 years. Unanswered questions are marked incorrect, with no penalty for guessing.
AI and ML training at Koenig typically runs for 40 hours over 5 days, with bootcamps extending to 120 hours. Delivery modes include live online 1-on-1, public instructor-led batches, self-paced learning, and classroom training. All sessions are Guaranteed-to-Run, with flexible scheduling including weekend and flexi-start options.
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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