Koenig Original Guaranteed-to-Run

AI and ML with Generative AI Focus

The Artificial Intelligence and Machine Learning course by Koenig Original equips data scientists, software engineers, and IT professionals with practical skills to overcome the growing challenge of implementing scalable AI models in production. With global AI adoption increasing by 270% in the past four years, this course bridges the gap between theory and real-world application through hands-on labs in CNN, RNN, LSTM, and RBM models, empowering learners to build and evaluate advanced neural networks.

It prepares for the Microsoft AI-900 certification, leveraging Koenig’s 1-on-1 training and 30-day lab access to ensure mastery. Graduates gain a recognized course completion certificate and the expertise to drive AI innovation in high-demand roles across industries.

40 Hours (5 Days)
Live Online / Classroom
6+ 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 Artificial Intelligence and Machine Learning course by Koenig Original is designed to equip learners with foundational and advanced skills in AI and ML, aligning closely with the Microsoft AI-900 certification exam. This training is ideal for data analysts, AI developers, and cloud solutions architects seeking to validate their expertise in machine learning and AI workloads on Azure. With 70% of enterprises now adopting AI technologies to enhance decision-making and automation, mastering these competencies is essential for staying competitive. The curriculum covers core concepts such as neural networks, deep learning models, and practical applications in predictive analytics and natural language processing, providing a solid foundation for both technical and non-technical professionals.

Participants engage with key Microsoft Azure tools including Azure Machine Learning, Azure AI Vision, Azure AI Language, and Azure OpenAI Service, gaining hands-on experience through structured lab environments. The course includes 40 hours of live training with access to a hands-on lab sandbox where students configure and evaluate models such as Convolutional Neural Networks (CNN) for image classification and Recurrent Neural Networks (RNN) for forecasting. Using the Azure Portal, learners build and deploy real-world AI solutions, including a capstone project involving sentiment analysis and object detection. These practical exercises ensure proficiency in deploying generative AI models and applying responsible AI principles within cloud environments.

This Koenig Original course prepares candidates for the Microsoft Certified: Azure AI Fundamentals (AI-900) certification, widely recognized for launching careers in AI and data science. Professionals with Azure AI skills command average salaries between $90,000 and $115,000 annually in North America, reflecting strong market demand. Koenig differentiates itself with Guaranteed-to-Run scheduling, official Microsoft courseware, and optional 1-on-1 training for personalized mentorship. By completing this program, learners gain not only certification readiness but also the practical expertise needed to advance into roles such as AI engineer, machine learning specialist, or cloud AI solutions architect in an evolving digital landscape.

What You'll Learn

✓Design Convolutional Neural Networks for image classification using Koenig Original's comprehensive AI/ML training
✓Implement Recurrent Neural Networks with LSTM layers to enhance sequence modeling skills in Artificial Intelligence and Machine Learning
✓Configure Restricted Boltzmann Machines with contrastive divergence to optimize deep learning models in Koenig Original's AI/ML course
✓Evaluate machine learning models with Koenig Original methodologies to ensure accuracy and reliability in AI applications
✓Apply Koenig Original AI/ML techniques to real-world forecasting challenges, boosting predictive accuracy and decision-making
✓Develop REST APIs for Koenig Original machine learning deployments to streamline integration and deployment of AI solutions

Skills You'll Gain

Python Data Science TensorFlow Models Scikit-Learn Algorithms Keras Neural Networks Convolutional Neural Networks Recurrent Neural Networks Long Short-Term Memory Restricted Boltzmann Machines Contrastive Divergence Vanishing Gradient Problem Image Classification Predictive Modeling Recommender Systems Neural Network Layers ReLU Activation Pooling Layers Flattening Layers
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Certification Exam

Everything you need to know about the AI and ML with Generative AI Focus certification exam

Exam Details
Exam Name
AI and ML with Generative AI Focus
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Eligible 24 hours after the first attempt; subsequent attempts require 14-day waiting periods
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AI and ML with Generative AI Focus

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Course Curriculum

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

1
Day 1– Mastering Convolutional Neural Networks (CNN)
CNN Fundamentals Overview ReLU Activation Mechanics Pooling and Flattening Techniques Full Connection Layer Design Developing Robust CNN Models Advanced Image Classification CNN Performance Benchmarking Applied CNN Koenig Lab
2
Day 2– Recurrent Neural Networks (RNN) Mastery
RNN Architecture Foundations Solving Vanishing Gradient Issues LSTM Network Implementation Building Scalable RNN Models Precision Time Series Forecasting Sequence Prediction Logic Sequential Data Processing Applied RNN Koenig Lab
3
Day 3– Restricted Boltzmann Machines (RBM) Training
RBM Theory Introduction Energy-Based Model Logic Contrastive Divergence Methods Constructing Boltzmann Machines Advanced Machine Evaluation Real-World Case Studies Unsupervised RBM Learning Applied RBM Koenig Lab
4
Day 4– Professional AI Model Development
AI Feature Engineering Strategic Model Training Hyperparameter Tuning Optimization Preventing Overfitting Risks Rigorous Model Validation Key Performance Metrics Deployment Best Practices Standard AI Project Workflows
5
Day 5– Real-World Artificial Intelligence Applications
Scalable Image Classification Neural Network Forecasting Recommendation System Architecture NLP Fundamentals Introduction AI Business Strategy Comprehensive Case Analysis AI Ethics and Governance Capstone AI Project Lab

What's Included in Your Training

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

Career Outcomes

85%

of AI and ML with Generative AI Focus certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the AI and ML with Generative AI Focus 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 Specialist
  • Data Scientist
  • AI Research Scientist
  • ML Operations Engineer
  • Deep Learning Engineer

Companies Hiring

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

and 5,000+ organizations worldwide seeking AI and ML with Generative AI Focus 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 and ML with Generative AI Focus training course

Is the certification exam included in the course fee for the Artificial Intelligence and Machine Learning course?
The certification exam is not included in the base $2,750 USD fee for this Koenig Original Artificial Intelligence and Machine Learning course. You may purchase the exam voucher as an optional $100 add-on. This flexible structure allows you to align your certification investment with your specific career goals and personal training budget.
What training formats are available for the Artificial Intelligence and Machine Learning course, and is Guaranteed-to-Run scheduling offered?
Koenig provides the Artificial Intelligence and Machine Learning course via 1-on-1 private sessions, instructor-led live online classes, or self-paced Flexi learning. We offer Guaranteed-to-Run (GTR) scheduling for public batches, ensuring your training proceeds on confirmed dates regardless of enrollment. This guarantees reliable, expert-led access to your Artificial Intelligence and Machine Learning certification path.
How long is lab access provided for the Artificial Intelligence and Machine Learning course, and what environment is used?
Students of the Artificial Intelligence and Machine Learning course receive 30 days of post-training access to a secure, cloud-based Azure sandbox. This environment provides a realistic, pre-configured simulation for deploying AI models, REST APIs, and SDKs. You gain hands-on experience that mirrors modern industry practices, ensuring you are ready for professional AI development tasks.
What is Koenig's rescheduling and cancellation policy for the Artificial Intelligence and Machine Learning course?
You may reschedule your Artificial Intelligence and Machine Learning course for free with at least seven days' notice. Cancellations requested within 10 days of the start date incur a 50% fee. Please note that each course booking can be rescheduled only once. We recommend reviewing our full policy to ensure your training schedule remains secure and effective.
What is the format, number of questions, duration, and passing score for the AI-900 certification exam associated with this course?
The AI-900 certification exam features 40–60 questions, including multiple-choice, labs, and case studies. You have 90 minutes to achieve a passing score of 700 out of 1000. This exam validates your foundational Artificial Intelligence and Machine Learning knowledge, covering essential concepts like CNNs, RNNs, and RBMs taught throughout our expert-led curriculum.
How long is the Koenig Original Artificial Intelligence and Machine Learning certification valid, and what is the renewal process?
The Koenig Original Artificial Intelligence and Machine Learning certification remains valid indefinitely with no expiration date. While this credential recognizes your foundational expertise, we encourage you to pursue periodic refresher courses or advanced certifications. This proactive approach ensures your skills remain current with rapidly evolving Artificial Intelligence and Machine Learning technologies and industry standards.
What post-training support does Koenig provide after completing the Artificial Intelligence and Machine Learning course?
Post-training, you receive 30 days of dedicated support, including direct trainer consultation and continued access to recorded sessions and labs. To boost your exam readiness, Koenig provides official courseware, practice test questions, and a certificate of completion. This comprehensive support system is designed to accelerate your mastery of Artificial Intelligence and Machine Learning concepts.
What are the prerequisites or prior experience needed for the Artificial Intelligence and Machine Learning course?
This Artificial Intelligence and Machine Learning course is beginner-friendly, though we recommend foundational knowledge in Python, basic statistics, and core mathematics. Familiarity with supervised and unsupervised learning concepts is beneficial. Prior exposure to libraries like TensorFlow or Scikit-Learn will help you maximize the value of the advanced Artificial Intelligence and Machine Learning topics covered.
What career opportunities and salary ranges can graduates expect after completing the Artificial Intelligence and Machine Learning course?
Graduates of this Artificial Intelligence and Machine Learning course often secure roles as Data Scientists or Machine Learning Engineers, with U.S. salaries ranging from $95,000 to $140,000. Our training enhances your job competitiveness by 15–20%, positioning you for high-demand, high-growth opportunities within the global Artificial Intelligence and Machine Learning sector.
How does Koenig's Artificial Intelligence and Machine Learning course compare to self-study in terms of cost, time, and effectiveness?
Koenig’s Artificial Intelligence and Machine Learning course provides a structured 40-hour curriculum for $2,750, ensuring rapid certification readiness. While self-study can take 3–6 months with inconsistent results, our program offers immediate trainer feedback, curated content, and hands-on labs. This systematic approach significantly increases your learning effectiveness compared to independent, unstructured Artificial Intelligence and Machine Learning study.

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