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AI Fundamentals

The AI Fundamentals course by Koenig Original equips professionals like project managers, business analysts, and IT staff with essential AI knowledge to overcome the challenge of applying AI strategically in their roles. With 95% of organizations reporting no measurable return on AI investments due to poor implementation, this training delivers practical skills in machine learning, prompt engineering, and AI-driven decision-making to bridge the execution gap and drive real business value.

Preparation for the Koenig Original AI Fundamentals certification builds verifiable expertise recognized by employers. With 30-day lab access for hands-on practice, learners gain confidence to automate tasks, enhance productivity, and position themselves for roles like AI Specialist or Prompt Engineer, directly contributing to innovation and career advancement in AI-driven enterprises.

8 Hours (1 Days)
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0+ professionals trained

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1-on-1 USD 750
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Course Overview

The AI Fundamentals course by Koenig Original is designed for individuals seeking a comprehensive introduction to artificial intelligence, covering core concepts such as machine learning, neural networks, natural language processing, and generative AI. This foundational program serves aspiring AI analysts, junior AI developers, and business analysts working on AI-driven projects, equipping them with essential knowledge to thrive in AI-integrated roles. With global generative AI spending projected to reach $644 billion in 2025—a 76.4% increase from 2024—organizations are rapidly adopting AI technologies, creating high demand for professionals with fundamental AI literacy. The course aligns with industry needs by building conceptual clarity and practical awareness applicable across sectors.

Participants engage with key AI technologies and platforms including Azure OpenAI, LangChain, Large Language Models (LLMs), prompt engineering, Retrieval-Augmented Generation (RAG), and Microsoft Foundry. The hands-on lab component, conducted in the Koenig Data Center environment, enables learners to build functional AI applications such as intelligent chatbots and automated workflows using real-world tools. Students configure prompt-based AI agents, perform object detection, generate image captions, and implement text analysis solutions, gaining direct experience in deploying AI models. These labs emphasize practical skills like role-based prompting and model optimization through quantization, ensuring learners can apply AI techniques in authentic business scenarios.

This Koenig Original course prepares candidates for entry into the Microsoft Azure AI certification pathway, which is recognized globally for validating foundational AI competencies in cloud environments. Professionals with AI fundamentals training can pursue roles such as AI Associate, Cloud Engineer, or Data Analyst, with average starting salaries ranging from $70,000 to $110,000 in the United States. A key differentiator of Koenig’s training is its Guaranteed-to-Run scheduling and availability of 1-on-1 live instruction, ensuring personalized learning and reliable access. Graduates emerge ready to advance into specialized AI roles, contributing effectively to AI initiatives and positioning themselves for long-term growth in the evolving tech landscape.

What You'll Learn

Architect foundational AI principles and core concepts within the AI Fundamentals course by Koenig Original to establish a robust technical base for professional AI development.
Configure diverse machine learning models and algorithms using Scikit-learn and TensorFlow to select and implement the optimal approach for specific data-driven projects.
Deploy CNN-based image classifiers and computer vision pipelines using PyTorch to execute advanced visual recognition and object detection solutions.
Execute natural language processing workflows using OpenAI API and Hugging Face libraries to build intelligent chatbots, sentiment analysis tools, and automated translation systems.
Construct generative AI applications using Large Language Models to automate innovative content creation and complex data synthesis tasks.
Implement ethical and responsible AI frameworks using Azure AI Content Safety tools to ensure all developed solutions remain fair, transparent, and compliant with global industry standards.

Prerequisites

Recommended knowledge before taking this course
  • Experience with opening and editing text or CSV files is a key prerequisite for AI Fundamentals by Koenig Original. This skill allows learners to prepare and manipulate datasets efficiently, a critical step in AI workflows. Data cleaning and organization are often the most time-consuming parts of AI projects, and familiarity with these tools speeds up the process. Research indicates that students comfortable with file editing are 65% more productive in AI tasks. This foundational ability ensures learners can handle real-world data, facilitating smoother transitions from data collection to model training. Gaining this experience helps students develop confidence in managing datasets, a vital skill for successful AI development.
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Certification Exam

Everything you need to know about the AI Fundamentals certification exam

Exam Details
Exam Name
AI Fundamentals
Exam Cost
99 USD
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
24 hours after the first failed attempt
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AI Fundamentals

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Course Curriculum

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

1
Day 1– Master AI Fundamentals
Defining AI concepts Categorizing ANI, AGI, ASI Tracing AI historical evolution Analyzing modern AI applications Debunking common AI myths Setting up Google Colab Testing live AI tools
2
Day 2– Python for AI Essentials
Managing variables and types Building conditional logic loops Structuring lists and dictionaries Developing modular Python functions Configuring Python via Colab
3
Day 3– Data Analysis for AI
Mastering NumPy array basics Utilizing Pandas data structures Executing data cleaning workflows Processing CSV and JSON files
4
Day 4– Machine Learning Foundations
Distinguishing AI, ML, DL Comparing supervised, unsupervised learning Reviewing expert ML case studies
5
Day 5– Scikit-learn Classification Mastery
Scikit-learn framework overview Training Iris dataset classifiers Applying model evaluation metrics Calculating accuracy, precision, recall

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.

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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4.9 / 5
Average Rating
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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.”

    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
  • ★★★★★

    “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 Fundamentals training course

Is the certification exam included in the AI Fundamentals course fee, and what is the cost if separate?
The AI Fundamentals certification exam is not included in the Koenig Original course fee and requires a separate purchase. The exam voucher is priced at $100 USD. You can conveniently add this voucher during your enrollment process to secure your testing seat.
What training formats are available for the AI Fundamentals course, and is Guaranteed-to-Run scheduling offered?
Koenig offers AI Fundamentals via live 1-on-1, public instructor-led, and Flexi Video formats. We provide Guaranteed-to-Run (GTR) scheduling, ensuring your class proceeds regardless of enrollment size. Live sessions last 8–16 hours, while classroom training is available upon request.
How long is lab access provided, and what type of environment is used for the AI Fundamentals course?
You receive 30 days of lab access after your AI Fundamentals training. Labs operate within a secure, cloud-based sandbox hosted on the Koenig Data Center. This environment provides hands-on practice with AI tools, prompt engineering, and model deployment in real-time.
What is Koenig's rescheduling and cancellation policy for the AI Fundamentals course?
Koenig permits free rescheduling of AI Fundamentals with 7 days' notice; late requests may incur fees. Cancellations within 10 days of the start date trigger a 50% fee. Per official terms, each booking allows for only one rescheduling instance.
What is the format, number of questions, passing score, and duration of the AI Fundamentals certification exam?
The AI Fundamentals exam features 40–60 questions, including case studies and drag-and-drop tasks. You have 60 minutes to achieve a passing score of 700 out of 1000. This structure mirrors industry standards like the Microsoft AI-900 certification.
How long is the AI Fundamentals certification valid, and what is the renewal process and cost?
Your AI Fundamentals certification from Koenig Original remains valid for three years. Renewal involves a recertification assessment or continuing education credits. Fees range from $99–$120, consistent with major vendor fundamentals programs, with terms confirmed at certification.
What post-training support does Koenig provide after completing the AI Fundamentals course?
Koenig offers 30 days of post-training support for AI Fundamentals. You gain access to session recordings, 6 hours of free trainer consultation, and email-based doubt resolution. Additionally, you receive practice tests and Qubits access for self-assessment to ensure mastery.
What are the prerequisites or prior experience needed for the AI Fundamentals course?
There are no formal prerequisites for the AI Fundamentals course. It is designed for both technical and non-technical professionals. While no prior programming experience is required, basic digital literacy will help you maximize your learning outcomes and career growth.
What is the average salary impact or career growth after completing the AI Fundamentals certification?
AI Fundamentals certification holders earn between $100,000–$108,000 annually. Data from Revelio and CrucialExams shows a 6–9% salary lift and a 3x higher likelihood of promotion. This credential validates your expertise and accelerates your professional trajectory in the AI sector.
How does instructor-led AI Fundamentals training compare to self-study in terms of outcomes and value?
Instructor-led AI Fundamentals training delivers superior results through real-time interaction, structured labs, and GTR scheduling. Unlike unguided self-study, Koenig’s live format includes expert mentorship and post-course support, significantly boosting your exam readiness and practical application of AI skills.
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