Koenig Original Guaranteed-to-Run

GenAI Apps: LLMs, Prompt Engineering & RAG

The GenAI Apps: LLMs, Prompt Engineering & RAG course by Koenig Original equips data scientists, AI engineers, and software developers with advanced skills in large language models, prompt engineering, and retrieval-augmented generation to solve real-world AI challenges. With 77% of enterprises now deploying generative AI, this 40-hour program bridges the implementation gap through hands-on labs in LangChain, vector databases, and fine-tuning, enabling professionals to design accurate, context-aware AI applications.

Preparation for the Koenig Original Generative AI Specialty credential is enhanced by official courseware and 30-day lab access. Leveraging Guaranteed-to-Run scheduling and expert instruction, learners gain practical mastery to lead AI innovation and drive digital transformation in evolving tech landscapes.

80 Hours (10 Days)
Live Online / Classroom
1+ professionals trained

Training Formats & Pricing

1-on-1 USD 3,950
Dedicated instructor, your schedule Fastest
Public Batch USD 3,100
Group class, fixed schedule Most Popular
Self-Paced On Request
Recorded sessions, learn anytime Best Value

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Course Overview

The GenAI Apps: LLMs, Prompt Engineering & RAG course by Koenig Original is a 5-day intensive program designed for developers to master generative AI application development. This advanced training delivers practical expertise in large language models, prompt engineering, and Retrieval-Augmented Generation to address real-world implementation challenges. With 77 percent of enterprises deploying generative AI, demand for skilled professionals is surging. This course equips learners with the skills needed to design and deploy AI-powered applications, serving as a critical stepping stone for roles such as Generative AI Specialist and AI Solutions Architect in today’s competitive landscape.

Participants gain hands-on experience with technologies including LangChain, Hugging Face models, ChromaDB, Pinecone, and Gradio within a secure, instructor-led cloud lab environment. The course features practical labs where students build functional LLM systems such as question-answering engines and retrieval-augmented applications using real-world scenarios. A capstone project involves creating a RAG pipeline that integrates external data sources with an LLM to improve response accuracy, mirroring actual enterprise implementations. Using official courseware and guided instruction, learners configure and fine-tune models in interactive sessions that simulate deployment challenges, ensuring immediate application of theoretical knowledge in a production-like context.

This course prepares learners for emerging industry-recognized credentials in generative AI, enhancing professional credibility with a verifiable completion certificate from Koenig Solutions. Certified professionals report an average salary increase of 28 percent, with global salaries ranging from 115,000 to 180,000 dollars for senior roles. Koenig differentiates itself with Guaranteed-to-Run batches and 30-day lab access, ensuring flexible and reliable learning. Graduates emerge ready to lead AI innovation, equipped to design, evaluate, and deploy generative AI systems that solve complex business challenges and drive digital transformation in modern organizations.

What You'll Learn

Architect LLM-powered applications using the Koenig Original GenAI framework to meet modern enterprise AI requirements.
Implement Retrieval Augmented Generation pipelines utilizing LangChain and vector databases to maximize data retrieval accuracy.
Configure advanced prompt engineering techniques including Chain-of-Thought and ReAct to optimize model reasoning and response quality.
Deploy full-stack GenAI applications using Docker and Koenig Original deployment models to ensure scalable and reliable infrastructure.
Harden LLM applications against prompt injection and data leakage vulnerabilities to safeguard sensitive information.
Orchestrate multi-agent workflows using LangChain and the Model Context Protocol to integrate LLM APIs and evaluate performance metrics.

Prerequisites

Recommended knowledge before taking this course
  • Fundamentals of Python programming, covering data structures, functions, and object-oriented concepts, essential for mastering Generative AI applications with Koenig's GenAI Apps: LLMs, Prompt Engineering & RAG course
  • Experience with Python libraries like NumPy and Pandas for data manipulation, crucial for building and fine-tuning large language models in the GenAI landscape
  • Basic understanding of machine learning, including supervised and unsupervised learning, foundational for developing effective prompt engineering strategies
  • Familiarity with neural networks, backpropagation, and model training workflows, which are vital for understanding LLMs and RAG techniques
  • Knowledge of natural language processing fundamentals and tokenization methods, key to optimizing prompt design and model responses
  • Hands-on experience with at least one deep learning framework such as TensorFlow or PyTorch, necessary for implementing advanced AI solutions
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Certification Exam

Everything you need to know about the GenAI Apps: LLMs, Prompt Engineering & RAG certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Not applicable
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What's Included in Your Training

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

Career Outcomes

82%

of GenAI Apps: LLMs, Prompt Engineering & RAG certified professionals report career advancement within 6 months

Salary Impact

+27%

Average salary increase reported after obtaining the GenAI Apps: LLMs, Prompt Engineering & RAG 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
  • Generative AI Engineer
  • LLM Application Developer
  • Prompt Engineering Specialist
  • RAG Solutions Architect
  • GenAI Product Developer
  • AI Integration Engineer

Companies Hiring

5,000+
Google Microsoft OpenAI Accenture Deloitte IBM Amazon Meta Capgemini TCS

and 5,000+ organizations worldwide seeking GenAI Apps: LLMs, Prompt Engineering & RAG 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.

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    “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

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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.”

    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
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