Advanced GenAI Workshop Advanced
The Advanced GenAI Workshop by Open Source equips AI engineers and machine learning practitioners with production-grade skills in deploying open-source LLMs, building RAG pipelines, and implementing CI/CD workflows for generative AI applications—solving the critical industry gap in deploying scalable, secure AI systems. With 3,298 active job listings in 2026 for LLM and GenAI roles, demand far outpaces supply, making these skills essential for career advancement.
This course prepares learners for the NVIDIA Generative AI LLMs Professional certification, featuring official vendor-authorized labs and 30-day lab access for hands-on practice. Graduates gain the expertise to design, fine-tune, and deploy optimized LLMs in enterprise environments, positioning them for senior roles with average base salaries exceeding $292,587.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The Advanced GenAI Workshop by Open Source is a three-day, production-focused training designed for developers, data engineers, and tech product owners seeking to master generative AI application development. While not tied to a specific vendor certification, this course equips participants with skills aligned with industry demands for building robust GenAI systems, directly serving roles such as Generative AI Engineer, Machine Learning Developer, and AI Solutions Architect. With LinkedIn reporting over 240% year-over-year growth for GenAI-related job titles in North America, professionals with hands-on expertise in deploying scalable AI applications are in high demand across tech, finance, and healthcare sectors.
Participants gain comprehensive experience with state-of-the-art tools and frameworks including Hugging Face, LangChain, LlamaIndex, MLflow, Stable Diffusion, and modern large language models like GPT-4, Claude, Llama, and Mistral. The course features 32 hands-on labs conducted in a local development environment using Jupyter notebooks, where students build and configure real-world AI systems from the ground up. A key component includes constructing a complete Retrieval-Augmented Generation (RAG)-based dialogue system during the capstone project, integrating multiple techniques such as function calling, multimodal processing, and agent workflows. These labs emphasize production readiness, covering model optimization through quantization, pruning, and knowledge distillation for efficient deployment.
Graduates of the Advanced GenAI Workshop are well-prepared for emerging GenAI engineering roles and certification paths in major cloud platforms, with skills recognized across AWS, Azure, and Google Cloud ecosystems. According to 2026 salary data from H1B filings and employee reports, the median base salary for Generative AI Engineers in the U.S. is $253,785, with senior roles averaging $292,587. Koenig Solutions enhances this learning journey with Guaranteed-to-Run batches and access to official courseware, ensuring consistent, high-quality training delivery. Upon completion, learners are positioned to design and deploy enterprise-grade AI applications, driving innovation in roles centered on AI product development, agentic system architecture, and scalable GenAI deployment.
Skills You'll Gain
Prerequisites
- Proficiency in Python 3.11 or 3.12 programming and virtual environment setup (venv) is essential for mastering the Advanced GenAI Workshop by Open Source, which covers the latest in generative AI development.
- Experience installing and managing local large language models (LLMs) with Ollama enhances your ability to deploy and fine-tune AI solutions efficiently.
- Familiarity with Open WebUI for local LLM interaction enables seamless testing and customization of AI models in real-world applications.
- A working knowledge of prompt engineering and LLM interaction patterns helps you craft effective prompts, boosting AI performance and relevance.
- Basic understanding of vector embeddings and retrieval-augmented generation (RAG) concepts is crucial for developing advanced AI retrieval systems.
- Hands-on experience with Hugging Face models or similar open-source AI frameworks ensures you can leverage community-driven tools for innovative AI projects.
- The Advanced GenAI Workshop by Open Source is designed to turn your AI skills into actionable expertise, preparing you for real-world AI challenges.
- This workshop is ideal for professionals seeking to enhance their AI deployment skills, with over 1500 successful trainees since 2020.
- Enroll now to gain practical knowledge that can help you develop smarter, more efficient AI solutions, transforming your career in AI development.
Certification Exam
Everything you need to know about the Advanced GenAI Workshop certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– ML Foundations & Generative AI
2
Day 2– NLP & Large Language Models
3
Day 3– Prompting, RAG & Capstone
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Official Courseware
Hands-On Lab Environment (30 days)
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Hands-On Lab
Live Lab Sandbox
Real EnvironmentPractice 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 GuideComprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.
Post-Training Access
30 Days30 days of extended lab access after your training ends so you can continue practicing.
Career Outcomes
of Advanced GenAI Workshop certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Advanced GenAI Workshop certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- GenAI Engineer
- LLM Engineer
- AI Application Developer
- Generative AI Architect
- Senior GenAI Developer
- AI Systems Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking Advanced GenAI Workshop certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
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★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
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.”
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.”
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.”
AZ-305 Expert ✓ Verified -
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“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.”
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.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the Advanced GenAI Workshop training course
Is the certification exam included in the Advanced GenAI Workshop, and what is the exam fee if separate?
What training formats does Koenig offer for the Advanced GenAI Workshop, and is Guaranteed-to-Run scheduling available?
How long is lab access provided for the Advanced GenAI Workshop, and what type of environment is used?
What is Koenig's rescheduling and cancellation policy for the Advanced GenAI Workshop?
What is the exam format, number of questions, passing score, and time limit for the Open-Source Certification (OSC) exam?
How long is the Open-Source Certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the Advanced GenAI Workshop?
What are the prerequisites or prior experience needed for the Advanced GenAI Workshop?
What is the average salary and career impact for professionals completing the Advanced GenAI Workshop?
How does the Advanced GenAI Workshop compare with self-study in terms of effectiveness and outcomes?
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