Koenig Original Guaranteed-to-Run

GenAI Fundamentals: Prompting, RAG & LangChain Beginner

Master Generative AI to solve real-world enterprise challenges. This 3-day intensive course by Koenig Original provides IT professionals, developers, and data analysts with the essential skills to implement generative AI solutions effectively. Start your AI journey immediately with our Guaranteed-to-Run schedule, ensuring zero project delays. By completing this foundational training, you will earn your Generative AI Fundamentals certification and gain the expertise required to advance into high-impact AI-specialized roles.

16 Hours (2 Days)
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53+ professionals trained

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1-on-1 USD 1,000
Dedicated instructor, your schedule Fastest
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Self-Paced USD 199
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Course Overview

The Generative AI Fundamentals course by Koenig Original is designed for IT professionals, data analysts, and software developers seeking to master the core concepts of generative artificial intelligence. This foundational training prepares learners for the GSDC Certified Generative AI Foundation certification exam, equipping them with skills applicable to roles such as AI developer, prompt engineer, and AI solutions architect. With 75% of enterprises now actively experimenting with generative AI technologies according to Gartner, this course meets the surging demand for professionals who can implement and manage AI-driven solutions across industries.

Participants engage with key technologies including Large Language Models (LLMs), LangChain, PaLM API, Generative AI Studio, and MakerSuite, gaining hands-on experience through practical labs conducted in the Koenig Data Center environment. Students build functional AI applications such as intelligent chatbots and explore real-world use cases like image captioning, object detection, and automated translation. The lab-intensive format emphasizes prompt engineering, model quantization, and role-based prompting techniques, enabling learners to configure and optimize AI models for specific business scenarios.

This Koenig Original course prepares candidates for the GSDC Certified Generative AI Foundation certification, a recognized credential validating expertise in generative AI principles and applications. Professionals with generative AI skills command median salaries up to $143,000, reflecting strong market demand. As a Guaranteed-to-Run provider, Koenig ensures all scheduled sessions proceed regardless of enrollment, offering reliable access to official courseware and expert instruction. Completing the Generative AI Fundamentals training empowers learners to lead AI innovation and advance into strategic roles shaping the future of intelligent systems.

What You'll Learn

Configure foundational Generative AI models using Koenig's proven methodology to build reliable and efficient AI solutions.
Implement Large Language Models with Koenig Data Center tools to enhance natural language processing capabilities.
Optimize Generative AI models through Koenig's Quantization techniques, reducing model size while maintaining performance.
Deploy Retrieval-Augmented Generation systems with LangChain to improve response accuracy and context understanding.
Secure LLM applications by applying Koenig's guardrailing practices, ensuring data privacy and compliance.
Evaluate open-source Generative AI models using Koenig's MLflow framework for accurate performance tracking and management.

Skills You'll Gain

Python Programming Large Language Models Prompt Engineering LangChain Framework Retrieval-Augmented Generation LLM Fine-Tuning Hugging Face Models Transformer Architecture Generative AI Applications Image Captioning Text-to-Speech Object Detection Visual Q&A Zero-shot Classification MLflow Evaluation Quantization Techniques GANs Implementation

Prerequisites

Recommended knowledge before taking this course
  • Basic understanding of artificial intelligence concepts and terminology, essential for grasping the fundamentals of Generative AI with Koenig Original.
  • Familiarity with core machine learning principles and workflows helps you quickly adapt to Generative AI Fundamentals, accelerating your learning curve.
  • Proficiency in Python programming for data handling and scripting is crucial for applying Generative AI techniques effectively.
  • Experience with command-line tools and common development environments ensures smooth progress through the Generative AI Fundamentals course.
  • Knowledge of cloud platforms like AWS, Azure, or Google Cloud supports practical implementation of Generative AI solutions.
  • Completion of an introductory AI or data science course is recommended to maximize your understanding of Generative AI Fundamentals by Koenig Original.
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Certification Exam

Everything you need to know about the GenAI Fundamentals: Prompting, RAG & LangChain certification exam

Exam Details
Exam Name
GenAI Fundamentals: Prompting, RAG & LangChain
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Unlimited attempts
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GenAI Fundamentals: Prompting, RAG & LangChain

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Course Curriculum

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

1
Day 1– Mastering Generative AI Fundamentals and LLMs
Defining Artificial Intelligence essentials Core AI and ML principles Generative AI Koenig Original overview Generative AI model architecture Transformer model design patterns Real-world Generative AI applications Large Language Model basics LLM classification and types
2
Day 2– Prompt Engineering and Multimodal AI Mastery
Prompt Engineering best practices Zero-shot and Few-shot prompting Chain-of-Thought prompting logic ReAct and Tree-of-Thought frameworks Text-to-image generation systems Text-to-video AI model deployment Image captioning and visual QA AI-driven audio processing workflows
3
Day 3– HuggingFace and AI Interface Development
HuggingFace platform ecosystem overview HuggingFace models and datasets usage Transformers library technical fundamentals Inference via HuggingFace endpoints Gradio framework introduction Building UIs with Gradio Developing chatbots using Gradio Deploying Gradio production applications
4
Day 4– Embeddings, Vector Databases, and RAG Systems
AI embeddings technical understanding Text and multimodal embedding vectors Vector database architecture basics Pinecone, ChromaDB, FAISS comparison Retrieval-Augmented Generation (RAG) mechanics RAG system core components Basic RAG implementation strategies Advanced RAG optimization techniques
5
Day 5– LangChain Framework and AI Agents
LangChain framework architecture introduction Essential LangChain development components Building RAG with LangChain Tool calling and routing chains AI agent development fundamentals Agent architecture and use cases Model Context Protocol integration Guardrailing GenAI application outputs

What's Included in Your Training

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

Career Outcomes

78%

of GenAI Fundamentals: Prompting, RAG & LangChain certified professionals report career advancement within 6 months

Salary Impact

+16%

Average salary increase reported after obtaining the GenAI Fundamentals: Prompting, RAG & LangChain 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

5
  • AI Prompt Engineer
  • Generative AI Specialist
  • Machine Learning Engineer - Generative AI
  • AI Solutions Architect
  • Generative AI Consultant

Companies Hiring

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

and 5,000+ organizations worldwide seeking GenAI Fundamentals: Prompting, RAG & LangChain 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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    AI Engineer

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    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

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    Data Platform Engineer

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    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

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    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.

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    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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