Koenig Original Guaranteed-to-Run

AI & Generative AI – Workshop (Koenig Original)

The AI & Generative AI – Workshop by Koenig Original equips data scientists, AI engineers, and software developers with practical skills to design and deploy generative AI solutions, solving the critical industry gap in hands-on expertise. With 77% of enterprises now adopting generative AI, professionals trained in prompt engineering, LangChain, and LLM fine-tuning are in high demand to drive innovation and automation across sectors.

This course prepares learners for emerging generative AI credentials and career advancement in high-impact roles, supported by Koenig’s Guaranteed-to-Run scheduling and 30-day lab access. Graduates gain real-world deployment skills, positioning them to lead AI initiatives in organizations accelerating digital transformation.

04 Hours (1 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 USD 750
Dedicated instructor, your schedule Fastest
Public Batch USD 600
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 AI and Generative AI Workshop by Koenig Original is a 4 day Guaranteed-to-Run program designed to accelerate your career as an AI Specialist or Prompt Engineer. This training provides essential skills for professionals seeking AZ-104 training relevance by integrating Azure OpenAI Service and Azure Cognitive Services alongside foundational AI concepts. With 77 percent of enterprises deploying generative AI, this course ensures you lead in innovation.

Participants gain hands-on expertise with the following technologies:

LangChain and Retrieval-Augmented Generation

Hugging Face models and ChromaDB

Pinecone and Gradio

Azure OpenAI Service and Cognitive Services

Lab outcomes include:

Configuring and fine-tuning large language models

Building prompt-based AI applications

Developing functional question-answering engines

Integrating external data sources with LLMs

Accessing cloud environments for 30 days

By completing the AI and Generative AI Workshop, professionals position themselves for career advancement in a field where experts command high salaries. The program enhances credibility with a verifiable completion credential from Koenig Solutions. A key differentiator is our Guaranteed-to-Run delivery model, ensuring classes proceed even with a single registrant, backed by expert instructors. Graduates emerge ready to design, evaluate, and deploy generative AI systems that solve complex business challenges and drive digital transformation.

What You'll Learn

Implement Azure AI solutions with Koenig's proven methodologies, enabling efficient deployment of AI services on Microsoft Azure cloud platform.
Design innovative generative AI applications using HuggingFace and Transformers, empowering your projects with state-of-the-art language models.
Deploy large language models (LLMs) on cloud platforms through Koenig's frameworks, ensuring scalable and reliable AI solutions.
Build Retrieval-Augmented Generation (RAG) systems with LangChain to improve information retrieval and response accuracy in AI applications.
Develop intelligent AI agents based on Koenig's Agentic AI principles, enhancing automation and decision-making capabilities.
Secure your generative AI applications with Koenig's advanced guardrailing techniques, protecting data and ensuring compliance.

Skills You'll Gain

Python Programming Machine Learning Essentials Statistics for AI ML Algorithms Feature Selection Azure AI Fundamentals Azure Cognitive Services Computer Vision Natural Language Processing Generative AI Models Large Language Models Prompt Engineering Fine-tuning LLMs LangChain Framework Retrieval-Augmented Generation Vector Databases AI Agents

Prerequisites

Recommended knowledge before taking this course
  • Required: Proficiency in variables, functions, loops, and conditionals to navigate the AI & Generative AI – Workshop by Koenig Original.
  • Required: Ability to execute command line and terminal operations to manage AI development environments.
  • Required: Knowledge of how to interact with web services to integrate AI tools during the workshop.
  • Required: Experience with virtual environments such as pip or conda and notebook interfaces for experimentation.
  • Recommended: Familiarity with large language models, prompt engineering, embeddings, and vector databases to maximize learning outcomes.
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Certification Exam

Everything you need to know about the AI & Generative AI – Workshop (Koenig Original) certification exam

Exam Details
Exam Name
AI & Generative AI – Workshop (Koenig Original)
Exam Cost
N/A
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
N/A
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AI & Generative AI – Workshop (Koenig Original)

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Course Curriculum

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

1
Day 1– Master AI & Generative AI – Workshop Fundamentals
Defining Artificial Intelligence Essentials Core AI Concepts and Models Machine Learning Fundamentals Explained Deep Learning Architecture Overview Foundational Models in AI Training Self-Supervised Learning Basics Mastery Transformers Architecture Introduction Concepts Generative AI Use Cases Analysis
2
Day 2– Large Language Models and UI Development
What is an LLM Framework? Key Characteristics of LLMs Essential Building Blocks of LLMs Diverse Types of LLMs Fine-Tuning LLMs for Performance Deploying LLMs Locally Securely Deploying LLMs on Cloud Infrastructure Introduction to Gradio Interfaces
3
Day 3– Multimodal AI and HuggingFace Integration
Advanced Text-to-Image Models Modern Text-to-Video Generation Image Understanding in AI Systems Audio Processing Techniques Applied Multimodal Embeddings in Practice Building Multimodal Applications Successfully Introduction to HuggingFace Ecosystem Using HuggingFace Inference Endpoints
4
Day 4– Prompt Engineering and Structured Outputs
What is Prompt Engineering Mastery? Writing Effective Prompts Daily Zero-Shot Prompting Techniques Applied Few-Shot Prompting Strategy Implementation Chain-of-Thought Technique Explained ReAct Prompting Method Workflow Generating JSON Outputs Efficiently Function Calling with LLMs
5
Day 5– RAG, LangChain, and AI Agents
Retrieval Augmented Generation (RAG) Basics Building RAG Applications Professionally LangChain Core Components Overview Tool Calling in LangChain Framework Introduction to AI Agents Architecture Real-world AI Agent Use Cases Guardrailing GenAI Applications Securely Securing LLM Applications Effectively

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 AI & Generative AI – Workshop (Koenig Original) certified professionals report career advancement within 6 months

Salary Impact

+24%

Average salary increase reported after obtaining the AI & Generative AI – Workshop (Koenig Original) 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 Engineer
  • Generative AI Specialist
  • Machine Learning Engineer
  • AI Solutions Architect
  • Prompt Engineer
  • AI Consultant

Companies Hiring

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

and 5,000+ organizations worldwide seeking AI & Generative AI – Workshop (Koenig Original) certified professionals

Meet Your Instructor

👤
Kuldeep Singh
6+
Years Exp.
5,000+
Students
4.9
Avg Rating

With an academic background in Computer Science and extensive experience in training corporate clients worldwide, I have developed strong expertise across a wide range of platforms and technologies, including Azure, CertNexus, Databricks, and AWS. I am well-versed in programming languages such as Python, Python for Machine Learning, R, Julia, and other object-oriented programming languages. I also hold multiple certifications, including DP-100, AI-102, AI-900, AZ-204, AZ-220, AZ-400, machine learning associate in Databricks and the AWS Machine Learning Specialty. Since the last few years I am also working with agentic AI technology where we can create agents specific to some task and also generic agents using GUI platform and also using code-based approach.

For the past five years, I have been associated with Koenig, where I have delivered high-quality training to clients across various industries. My industry exposure, technical proficiency, and passion for continuous learning enable me to consistently deliver results and contribute significant value to any organization.

 

Associated with Koenig since February 2020.


 

 

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 & Generative AI – Workshop (Koenig Original) training course

Is the certification exam included in the AI & Generative AI – Workshop course fee, and what is the exam cost if separate?
The certification exam is not included in the AI & Generative AI – Workshop fee and must be purchased separately via AWS. While Koenig provides a course completion certificate, the Generative AI Specialty exam fee is paid directly to AWS. AWS certification costs typically start at $300, varying by region and available discounts.
What training formats are available for the AI & Generative AI – Workshop, and does Koenig offer Guaranteed-to-Run scheduling?
Koenig offers the AI & Generative AI – Workshop in three formats: live 1-on-1, public instructor-led, and self-paced Flexi. All public sessions are Guaranteed-to-Run, ensuring they proceed even with one student. This 40-hour program features flexible scheduling, including weekend options, to fit your professional timeline.
How long is lab access provided, and what type of lab environment is used for the AI & Generative AI – Workshop?
Participants in the AI & Generative AI – Workshop receive 30 days of access to a cloud-based live sandbox. This environment supports hands-on practice with GANs, LLMs, LangChain, and Azure OpenAI. You gain access within 30 minutes of enrollment, featuring instructor-led exercises and a comprehensive lab manual.
What is Koenig's rescheduling and cancellation policy for the AI & Generative AI – Workshop?
Koenig allows free rescheduling with over 7 days' notice. A 50% fee applies for cancellations or changes within 10 days of the AI & Generative AI – Workshop start date. Each course may be rescheduled only once. Full refunds are available if requested before the course concludes, excluding exam vouchers.
What is the format, number of questions, duration, and passing score for the Generative AI Specialty certification exam?
The Generative AI Specialty exam, relevant to the AI & Generative AI – Workshop, includes labs, case studies, and multiple-choice questions. AWS exams typically feature 65 questions over 130 minutes, requiring a 750/1000 passing score. The test evaluates your ability to implement real-world AI scenarios and technical solutions.
How long is the Generative AI Specialty certification valid, and what is the renewal process and cost?
The Generative AI Specialty certification is valid for three years. You may renew by passing the updated exam or earning 30 AWS continuing education credits. The recertification fee is approximately $300, consistent with initial attempts. Koenig provides expert training to prepare you for this certification renewal process.
What post-training support does Koenig provide after completing the AI & Generative AI – Workshop?
After the AI & Generative AI – Workshop, Koenig offers 30 days of support, including session recordings and 6 hours of trainer consultation. You receive 200+ practice questions to reinforce learning. Additionally, you may opt for a free training retake under our Happiness Guarantee, subject to batch availability.
What are the prerequisites or prior experience needed for the AI & Generative AI – Workshop?
To succeed in the 40-hour AI & Generative AI – Workshop, you need foundational Python skills, including data structures and object-oriented concepts. Familiarity with NumPy, Pandas, machine learning, and deep learning frameworks like PyTorch or TensorFlow is strongly recommended to maximize your technical outcomes during this advanced training.
What is the expected salary or career impact after completing the AI & Generative AI – Workshop?
Graduates of the AI & Generative AI – Workshop often secure roles like Prompt Engineer or AI Developer, with North American salaries averaging $145,000. As 77% of enterprises now deploy generative AI, this Koenig Original training provides the essential credibility and technical expertise required to advance in high-demand tech careers.
How does Koenig's AI & Generative AI – Workshop compare to self-study in terms of effectiveness and time required?
The AI & Generative AI – Workshop provides 40 hours of structured, expert-led instruction and live labs, far outpacing unstructured self-study. With professional mentorship, 30-day sandbox access, and real-world project experience, this course accelerates your mastery of AI tools significantly faster than isolated learning methods that lack practical, guided environments.
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