Koenig Original Guaranteed-to-Run

Advanced AI and ML

The Advanced AI and ML course by Koenig Original equips data scientists, machine learning engineers, and AI developers with advanced algorithms, neural networks, and deep learning techniques to solve complex data modeling challenges. With 42 professionals already trained and global demand for AI specialists rising, this program delivers hands-on experience in predictive analytics and NLP, enabling learners to design intelligent systems that drive innovation in real-world tech environments.

Preparation for the Koenig Original certification includes access to official courseware and 30-day lab access, ensuring practical mastery. Learners gain a credential recognized for bridging in-demand skill gaps, empowering them to lead AI projects and accelerate career advancement in high-growth domains like FinTech, HealthTech, and enterprise AI.

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

Training Formats & Pricing

1-on-1 USD 2,150
Dedicated instructor, your schedule Fastest
Public Batch USD 1,700
Group class, fixed schedule Most Popular
Self-Paced USD 199
Recorded sessions, learn anytime Best Value

100% Happiness Guarantee · Free Rescheduling · Secure Payment

Course Overview

The Koenig Original AZ-104 training course is designed for IT professionals seeking to master cloud administration and earn the Microsoft Certified: Azure Administrator Associate credential. Leveraging Koenig's 30 plus years of experience and our proven instructor-led methodology, this program ensures you gain the practical expertise required to manage Azure subscriptions, storage, and virtual networks effectively. By focusing on real-world cloud management, this course provides the essential skills needed to excel in modern infrastructure roles and validates your technical proficiency through a globally recognized certification that is highly valued by top industry employers.

Participants in the AZ-104 training course engage with key technologies including Azure Active Directory, virtual machines, and resource governance within a robust hands-on lab environment. Students gain practical experience by configuring cloud storage, managing identity access, and deploying scalable infrastructure solutions. The labs are conducted in a cloud-based platform where learners monitor performance, implement security policies, and automate resource deployment using Azure CLI and PowerShell. This comprehensive approach ensures that every student develops the technical competence required to manage complex cloud environments and successfully pass the official Microsoft certification exam.

The AZ-104 training course prepares learners for the Microsoft Certified: Azure Administrator Associate credential and equips them with skills that command a market-competitive salary in the cloud computing sector. Offered by Koenig Original, this program features expert instructors, official courseware, and a Guaranteed-to-Run schedule to ensure reliable access to training. With flexible learning options including live online and self-paced formats, participants can advance their expertise at their convenience. Graduates emerge ready to lead cloud initiatives, optimize infrastructure performance, and pursue senior roles in the rapidly expanding field of Azure cloud administration.

What You'll Learn

Create innovative Generative AI solutions using Koenig Original's proven methodologies for advanced AI and ML
Implement large language models (LLMs) with HuggingFace and LangChain frameworks to enhance AI capabilities
Deploy comprehensive full-stack Generative AI applications efficiently using Docker and Kubernetes platforms
Develop effective prompts to optimize the performance of advanced AI models in real-world scenarios
Incorporate multimodal AI features into applications to enable richer user interactions
Secure LLM applications with Koenig Original's robust guardrails to ensure safety and compliance

Prerequisites

Recommended knowledge before taking this course
  • "prerequisites": [
  • "Proficiency in Python programming, including NumPy, Pandas, and Matplotlib, essential for data manipulation and visualization in the Advanced AI and ML course by Koenig Original",
  • "Strong foundation in linear algebra, multivariable calculus, probability, and statistics, crucial for mastering advanced AI and ML concepts",
  • "Hands-on experience implementing supervised and unsupervised machine learning algorithms with scikit-learn, vital for success in the Advanced AI and ML program",
  • "Familiarity with neural network fundamentals, backpropagation, and optimization techniques to excel in the Koenig Original Advanced AI and ML training",
  • "Experience with data preprocessing, feature engineering, and model evaluation metrics to maximize learning outcomes in the Advanced AI and ML course"
  • ]
Corporate Training
Get a Corporate Quote

Volume discounts · Dedicated account manager · Custom scheduling

Certification Exam

Everything you need to know about the Advanced AI and ML certification exam

Exam Details
Exam Name
Advanced AI and ML
Exam Cost
Included in training
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Unlimited Koenig support
Let's Talk

Request for more information

Advanced AI and ML

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– Mastering Machine Learning Foundations and Optimization
Linear and Logistic Regression Modeling Decision Trees and Ensemble Learning Support Vector Machines and Kernels K-Means and Hierarchical Clustering Principal Component Analysis Techniques Lab: Building Advanced AI and ML Pipelines Model Evaluation and Metric Selection Hyperparameter Tuning via Grid Search
2
Day 2– Deep Learning Architectures and Neural Training
Multilayer Perceptrons and Backpropagation Convolutional Neural Network Design Recurrent Neural Network Variants Lab: CNN Image Classification Tasks Transfer Learning Implementation Strategies Regularization and Optimization Methods Advanced Optimization Algorithms like Adam Lab: RNN Sequence Modeling Workflows
3
Day 3– NLP and Generative Models for Advanced AI
Word Embeddings and Transformer Models Attention Mechanisms in NLP Systems Lab: BERT Fine-Tuning for Accuracy Generative Adversarial Network Frameworks Variational Autoencoder Applications Lab: Text Generation Model Training Sentiment Analysis Pipeline Development Named Entity Recognition System Design
4
Day 4– Advanced AI and ML Ethics and Deployment
Reinforcement Learning Algorithm Design Lab: Q-Learning Implementation Techniques AutoML and Neural Architecture Search AI Ethics and Bias Mitigation Strategies Lab: Fairness Auditing Tool Application Model Deployment using MLOps Practices Scalable AI on Cloud Infrastructure Capstone: End-to-End Advanced AI Solution

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

82%

of Advanced AI and ML certified professionals report career advancement within 6 months

Salary Impact

+30%

Average salary increase reported after obtaining the Advanced AI and ML 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
  • Machine Learning Engineer
  • AI Engineer
  • Data Scientist
  • AI Research Scientist
  • MLOps Engineer
  • Deep Learning Engineer

Companies Hiring

5,000+
Google Microsoft Amazon Accenture Deloitte IBM JPMorgan Chase Tesla NVIDIA

and 5,000+ organizations worldwide seeking Advanced AI and ML 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 Advanced AI and ML training course

Is the certification exam included in the Advanced AI and ML course fee, and what is the exam cost if separate?
The certification exam is excluded from the Advanced AI and ML course fee; an optional exam voucher costs $100. Starting at $1,500, the total investment for the Koenig Original Advanced AI and ML certification is $1,600 per official fee structures.
What training formats does Koenig offer for the Advanced AI and ML course, and is there a Guaranteed-to-Run schedule?
Koenig delivers the Advanced AI and ML course via live online, classroom, or self-paced formats. Our Guaranteed-to-Run policy ensures the 40-hour training proceeds as scheduled for even one enrollee, providing reliable, flexible access to expert-led AI and ML curriculum.
How long is lab access provided for the Advanced AI and ML course, and what type of environment is used?
Advanced AI and ML students receive 6 months of cloud-based lab access. This optional $59 add-on provides a secure, hands-on environment to build and evaluate AI models, ensuring you master practical application through Koenig's proven self-paced learning framework.
What is Koenig's rescheduling and cancellation policy for the Advanced AI and ML course?
Koenig’s rescheduling policy permits schedule adjustments with advance notice. While specific cancellation fees may apply to late changes, our standard protocol requires timely notification. Please contact our support team to discuss your specific rescheduling options and any associated administrative costs.
What is the format, number of questions, passing score, and time limit for the Advanced AI and ML certification exam?
The Advanced AI and ML certification exam features 40-60 scenario-based questions. You have 45 minutes, plus 20 minutes for instructions, to achieve a 700 passing score on a 1-1000 scale. It validates your mastery of AI workloads and ML principles.
How long is the Advanced AI and ML certification valid, and what is the renewal process and cost?
The Advanced AI and ML certification is a Koenig Original credential with no expiration date. As a proprietary certification, it requires no renewal fees or cycles, serving as an indefinite, verifiable recognition of your advanced technical skills and training completion.
What post-training support does Koenig provide after completing the Advanced AI and ML course?
Koenig offers 6 months of support, including 6 hours of expert consultation, Qubits self-assessment access, and free course version upgrades. This post-training ecosystem ensures you retain knowledge and clarify complex AI and ML concepts with our subject matter experts.
What are the prerequisites or experience needed for the Advanced AI and ML course?
The Advanced AI and ML course requires foundational Python, statistics, and machine learning knowledge. Ideal for IT professionals and data analysts, this Koenig Original training builds upon existing data science skills to elevate your expertise in modern AI technologies.
What salary increase or career impact can be expected after completing the Advanced AI and ML course?
With machine learning roles projected to grow 40%, professionals earn an average $125,000 annually. The Advanced AI and ML course positions you for high-demand careers like Machine Learning Engineer or Data Scientist, significantly boosting your professional marketability and earning potential.
How does the Advanced AI and ML course compare to self-study in terms of effectiveness and time investment?
The Advanced AI and ML course offers 40 hours of structured, expert-led training versus unstructured self-study. With 6 months of lab access and direct trainer consultation, Koenig’s guided, hands-on approach accelerates your mastery of complex AI and ML concepts effectively.
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