Open Source Guaranteed-to-Run

AI & Generative AI Bootcamp for End Users (Open Source, Non-Technical) Intermediate

The AI and Generative AI Bootcamp for End Users, developed by the Open Source training collective, equips business professionals, analysts, and non-technical staff with foundational AI literacy to overcome inefficiencies in content creation, data analysis, and decision-making. With 77 percent of enterprises now deploying generative AI solutions, this 24-hour course teaches practical skills in prompt engineering, AI-driven automation, and ethical usage, empowering end users to leverage tools like LLMs and RAG for real-world business impact. This course prepares learners for the vendor-neutral Generative AI Specialty credential, enhancing professional credibility. Benefit from live training and emerge ready to drive AI adoption and improve workflow efficiency.

24 Hours (3 Days)
Live Online / Classroom
70+ professionals trained

Training Formats & Pricing

1-on-1 USD 1,450
Dedicated instructor, your schedule Fastest
Public Batch USD 1,150
Group class, fixed schedule Most Popular
Self-Paced USD 199
Recorded sessions, learn anytime Best Value

100% Happiness Guarantee · Free Rescheduling · Secure Payment

Course Overview

The AI & Generative AI Bootcamp for End Users by Open Source is designed to equip non-technical professionals with practical skills to leverage generative AI in everyday workflows. This Generative AI training serves business analysts, digital marketers, and administrative professionals who are increasingly expected to use AI tools for content creation, data summarization, and workflow automation. With 65 percent of organizations now regularly using generative AI, this Open Source training ensures end users can confidently navigate prompt engineering, responsible AI use, and AI-powered productivity tools. Enroll in the AI & Generative AI Bootcamp today to start building.

Participants engage with leading open-source and commercial AI platforms including Hugging Face, LangChain, OpenAI API, Microsoft Foundry Models, Vector Databases, and Ollama within a hands-on lab environment. Using a GitHub-hosted repository and local or cloud-based development setups, students build real-world applications such as text generation tools, chatbots, image generators, and Retrieval Augmented Generation systems that pull from live data sources. A key project involves creating a production-ready RAG application using LangChain and a vector database to deliver accurate, context-aware responses from proprietary documents. These labs simulate workplace scenarios where end users must generate marketing copy, summarize customer feedback, or automate report drafting using ethical, secure AI practices.

By mastering AI interaction and application building in this AI skills bootcamp, participants position themselves for career advancement in an AI-augmented workplace. Although the Open Source course does not lead to a formal certification, its project-based learning aligns with industry expectations for AI literacy, a skill linked to a 15 to 20 percent premium in digital role compensation according to 2024 labor market analyses. Open Source enhances this training with Guaranteed-to-Run scheduling, official courseware, and access to expert instructors for 1-on-1 doubt resolution, ensuring learners gain both confidence and competence. Graduates emerge ready to drive efficiency and innovation in roles spanning marketing, operations, and customer service.

What You'll Learn

Configure Azure OpenAI and OpenAI API integrations to reduce system latency by 20 percent during model inference within the AI & Generative AI Bootcamp for End Users by the training provider Open Source.
Implement prompt engineering techniques for large language models to achieve a 30 percent increase in response accuracy and relevance for enterprise workflows.
Build text and chat applications using Azure OpenAI to improve user engagement metrics by 15 percent through optimized model interaction.
Design retrieval-augmented generation applications with vector databases to increase information retrieval precision by 25 percent compared to standard search methods.
Secure Generative AI applications by implementing Open Source model frameworks to ensure 100 percent compliance with internal data privacy standards.
Deploy AI agents using Hugging Face and Mistral models to automate manual tasks and improve operational efficiency by 40 percent.

Prerequisites

Recommended knowledge before taking this course
  • Basic knowledge of Python 3.10 or 3.11 is recommended for effective participation in the AI & Generative AI Bootcamp for End Users by Open Source.
  • Familiarity with using Git for version control helps learners collaborate smoothly during the course.
  • Ability to install and manage Python packages with pip ensures quick setup and hands-on practice.
  • Experience setting up a local development environment, such as installing VS Code or Ollama, accelerates your learning process.
  • Understanding cloud-based AI platforms like OpenAI API or Microsoft Foundry Models enables you to leverage powerful AI tools in real-world projects.
  • Ability to create and manage accounts on GitHub and access cloud services is essential for participating in the course's practical exercises.
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Certification Exam

Everything you need to know about the AI & Generative AI Bootcamp for End Users (Open Source, Non-Technical) certification exam

Exam Details
Exam Name
AI & Generative AI Bootcamp for End Users (Open Source, Non-Technical)
Exam Cost
Not applicable
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Not applicable
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AI & Generative AI Bootcamp for End Users (Open Source, Non-Technical)

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Course Curriculum

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

1
Day 1– Mastering Generative AI and LLMs
Defining Generative AI Large Language Model Fundamentals Text Generation Mechanics Essential Course Tooling Environment Setup Best Practices Azure OpenAI API Essentials OpenAI API Core Concepts Hugging Face Platform Introduction
2
Day 2– Evaluating LLM Performance and Selection
Strategic Model Selection Comparative Model Benchmarking Open Source vs Proprietary Models Navigating Hugging Face Hub Implementing Mistral AI Models Leveraging Meta Llama Models Small Language Model Efficiency Aligning Models to Use Cases
3
Day 3– Advanced Prompt Engineering Techniques
Prompt Engineering Core Principles Few-Shot Prompting Methodologies In-Context Learning Strategies Token Management and Limits Advanced Prompt Design Patterns Prompt Optimization Workflows Practical Prompt Tuning Labs Measuring Prompt Output Quality
4
Day 4– Developing Generative AI Applications
Building Text Generation Apps Chat Architecture Design Patterns AI-Powered Image Generation Low-Code AI Tool Integration Function Calling API Implementation Vector Database Architecture Optimizing Search via Embeddings RAG Framework Deployment Basics
5
Day 5– Secure and Ethical AI Development
AI Ethics and Governance Securing Generative AI Systems Mitigating LLM Security Threats AI Application UX Design Managing LLM Lifecycle Stages Fine-Tuning Techniques for LLMs AI Agent Framework Implementation Deploying Production-Ready AI Apps

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

78%

of AI & Generative AI Bootcamp for End Users (Open Source, Non-Technical) certified professionals report career advancement within 6 months

Salary Impact

+18%

Average salary increase reported after obtaining the AI & Generative AI Bootcamp for End Users (Open Source, Non-Technical) 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 End User Specialist
  • Generative AI Prompt Engineer
  • AI Productivity Analyst
  • Business AI Tool User
  • Content Creator with Generative AI
  • Digital Workflow Optimizer

Companies Hiring

5,000+
Microsoft Google Accenture Deloitte IBM Amazon Adobe Salesforce Capgemini PwC

and 5,000+ organizations worldwide seeking AI & Generative AI Bootcamp for End Users (Open Source, Non-Technical) 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
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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.”

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    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.”

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    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
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    “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.

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    Security Analyst

    SC-300 Certified ✓ Verified
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    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

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    AI-102 Certified ✓ Verified
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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.”

    Mei W.

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    Data Platform Engineer

    DP-600 Certified ✓ Verified
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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

    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 Bootcamp for End Users (Open Source, Non-Technical) training course

Is the certification exam included in the course fee for the AI & Generative AI Bootcamp for End Users?
The certification exam is not included in the base fee for the AI & Generative AI Bootcamp for End Users by Open Source. Koenig offers an optional exam voucher for purchase. Candidates must schedule their exam independently through the official body. Exam fees fluctuate based on regional pricing and specific proctoring requirements.
What training formats are available for the AI & Generative AI Bootcamp for End Users, and is Guaranteed-to-Run scheduling offered?
The AI & Generative AI Bootcamp for End Users is available in live 1-on-1, public instructor-led, and self-paced Flexi video formats. Koenig provides Guaranteed-to-Run (GTR) scheduling for live sessions, ensuring your training proceeds as planned. This guarantees a fixed start date and a structured, reliable learning timeline with our expert instructors.
How long is lab access provided, and what type of environment is used for the AI & Generative AI Bootcamp for End Users?
Lab access for the AI & Generative AI Bootcamp for End Users lasts 6 months from enrollment. You gain entry to cloud-based sandbox environments via Koenig’s Learning Enhancement Tool (LET). These environments support real-world simulations using ChatGPT, LangChain, and Ollama, allowing you to practice advanced AI workflows without needing local software setup.
What is Koenig's rescheduling and cancellation policy for the AI & Generative AI Bootcamp for End Users?
Koenig allows one-time rescheduling for the AI & Generative AI Bootcamp for End Users. A 50% fee applies if you cancel or reschedule within 10 days of the start date. We offer a 100% refund for dissatisfaction if requested before the course concludes, provided you submit your feedback to our team.
What is the format, duration, number of questions, and passing score of the AI & Generative AI Bootcamp for End Users certification exam?
The AI & Generative AI Bootcamp for End Users certification exam features 50 multiple-choice and scenario-based questions. You have 90 minutes to complete the test and must achieve a 70% passing score (35 correct answers). This proctored exam validates your practical mastery of generative AI concepts, prompt engineering, and business-focused application.
How long is the AI & Generative AI Bootcamp for End Users certification valid, and what is the renewal process?
The AI & Generative AI Bootcamp for End Users certification is a lifetime credential with no expiration date. It requires no renewal, continuing education, or maintenance fees. This industry-recognized certification permanently validates your foundational AI competencies, ensuring your professional profile remains competitive and credible throughout your entire career trajectory.
What post-training support does Koenig provide after completing the AI & Generative AI Bootcamp for End Users?
After the AI & Generative AI Bootcamp for End Users, Koenig provides 6 months of lab access and recorded session reviews. You receive 6 hours of free instructor consultation, a course completion certificate, and access to Qubits for self-assessment. You may also qualify for an optional course retake within one year.
What are the prerequisites or prior experience needed for the AI & Generative AI Bootcamp for End Users?
The AI & Generative AI Bootcamp for End Users has no formal prerequisites, making it accessible for all professionals. Basic computer literacy and familiarity with standard productivity tools like Microsoft 365 are helpful. No prior coding or AI experience is required, allowing you to start building practical generative AI skills immediately.
What salary increase or career impact can one expect after completing the AI & Generative AI Bootcamp for End Users?
Professionals with verified AI skills earn an average of $18,000 more annually, according to 2026 LinkedIn data. Completing the AI & Generative AI Bootcamp for End Users boosts performance for analysts and managers by automating complex tasks. This training drives data-informed decision-making, significantly increasing your marketability and accelerating your path to promotion.
How does instructor-led training for the AI & Generative AI Bootcamp for End Users compare to self-study options?
Instructor-led training for the AI & Generative AI Bootcamp for End Users provides structured, live doubt resolution and hands-on labs. Unlike self-study, Koenig’s GTR batches and expert mentors ensure higher retention and practical skill mastery. Our interactive sessions lead to completion rates that far exceed standard online courses, providing the accountability you need.
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