Data Science & AI: LLMs, Prompt Engineering & RAG
The Data Science & AI: 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 challenges like content automation and intelligent system design. With 77% of enterprises now deploying generative AI, this 40-hour program bridges the implementation gap through hands-on labs using LangChain, vector databases, and open-source models.
This Koenig Original training prepares professionals for emerging roles in generative AI development, leveraging Guaranteed-to-Run scheduling and 30-day lab access for flexible, instructor-led practice. Graduates gain expertise in building secure, context-aware AI applications, positioning them to lead innovation and command competitive salaries in high-demand AI careers.
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Course Overview
The Data Science & AI: LLMs, Prompt Engineering & RAG course by Koenig Original is designed for data scientists, AI engineers, and machine learning developers aiming to master advanced natural language processing techniques. This comprehensive program covers large language models (LLMs), prompt engineering, Retrieval-Augmented Generation (RAG), and agentic AI systems—critical competencies as enterprises increasingly adopt generative AI. With 78% of Fortune 500 companies now deploying NLP solutions, professionals skilled in these areas are in high demand for roles such as NLP Engineer, AI Research Scientist, and Machine Learning Architect. The curriculum bridges the gap between theoretical knowledge and real-world implementation, preparing learners to build context-aware, production-grade AI applications using state-of-the-art frameworks and methodologies.
Participants engage with key technologies including Hugging Face Transformers, LangChain, LangGraph, AutoGen, FAISS, Pinecone, and Chroma within a hands-on lab environment. Students build functional AI systems such as task-specific enterprise chatbots, multi-agent collaboration platforms, and self-verifying research assistants using tools like Gradio and Streamlit. A capstone project involves designing an end-to-end RAG pipeline integrated with agentic workflows, simulating real-world deployment scenarios in enterprise settings. Labs are conducted in a cloud-based environment with access to open-source LLMs like Llama and Mixtral, enabling students to fine-tune models, optimize inference latency, and implement parameter-efficient fine-tuning (PEFT) techniques that reduce memory usage by up to 40% while maintaining performance.
This Koenig Original course prepares learners for advanced AI engineering roles and aligns with industry-recognized practices, including preparation for Hugging Face certification which validates expertise in transformer model deployment. Graduates command competitive salaries, with NLP engineers earning average total compensation of $180K–$300K, and those with LLM and agentic AI skills achieving premiums of 8–15%. As a Koenig differentiator, the course offers 1-on-1 training, Guaranteed-to-Run scheduling, and 30-day lab access with official courseware, ensuring deep mastery. Upon completion, professionals are equipped to lead AI innovation, deploying intelligent, autonomous systems that drive business transformation across industries.
What You'll Learn
Prerequisites
- Proficiency in Python programming for data science and AI applications
- Knowledge of virtual environments, pip/conda package managers, and Jupyter notebooks
- Fundamental understanding of Large Language Models (LLMs) and prompt engineering techniques
- Familiarity with embeddings and vector databases such as Chroma, Pinecone, and Weaviate
- Experience integrating APIs from OpenAI, Groq, Gemini, or local LLMs for AI workflows
- Practical skills with LangChain or comparable frameworks for LLM orchestration
Certification Exam
Everything you need to know about the Data Science & AI: LLMs, Prompt Engineering & RAG certification exam
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of Data Science & AI: LLMs, Prompt Engineering & RAG certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Data Science & AI: LLMs, Prompt Engineering & RAG certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Prompt Engineer
- LLM Engineer
- Generative AI Specialist
- RAG Developer
- AI/ML Data Scientist
- Machine Learning Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking Data Science & AI: LLMs, Prompt Engineering & RAG 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 -
★★★★★
“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 Data Science & AI: LLMs, Prompt Engineering & RAG training course
Is the certification exam included in the Data Science & AI: LLMs, Prompt Engineering & RAG course fee, and what is the cost if separate?
What training formats are available for Data Science & AI: LLMs, Prompt Engineering & RAG, and does Koenig offer Guaranteed-to-Run scheduling?
How long is lab access provided after Data Science & AI: LLMs, Prompt Engineering & RAG enrollment, and what environment is used?
What is the rescheduling and cancellation policy for the Data Science & AI: LLMs, Prompt Engineering & RAG course?
What is the format, number of questions, duration, and passing score of the Data Science & AI: LLMs, Prompt Engineering & RAG exam?
How long is the Data Science & AI: LLMs, Prompt Engineering & RAG certification valid, and what is the renewal process?
What post-training support does Koenig provide after Data Science & AI: LLMs, Prompt Engineering & RAG completion?
What are the prerequisites for the Data Science & AI: LLMs, Prompt Engineering & RAG course?
What career roles and salary ranges can graduates expect after Data Science & AI: LLMs, Prompt Engineering & RAG?
How does instructor-led training for Data Science & AI: LLMs, Prompt Engineering & RAG compare to self-study?
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