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Data and AI Fundamentals (LFS115x) Beginner

Data and AI Fundamentals (LFS115x) by Linux Foundation equips professionals and students with foundational AI knowledge to bridge the skills gap in a field where 46% of organizations are actively hiring. Designed for product managers, executives, developers, and hiring managers, it demystifies machine learning, NLP, and ethical AI while mapping real-world use cases across finance, manufacturing, and supply chain. Learners gain the ability to select appropriate AI technologies and leverage open source tools from the LF AI & Data ecosystem.

This course prepares learners for AI career opportunities in high-demand sectors. Koenig Solutions delivers official vendor-authorized courseware and Guaranteed-to-Run dates, ensuring structured, reliable training. Graduates build a strategic foundation to pursue further certifications and drive AI initiatives with confidence.

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Course Overview

The Data and AI Fundamentals (LFS115x) course by Linux Foundation is a free, introductory-level program designed to provide a comprehensive overview of artificial intelligence and data technologies for both technical and non-technical audiences. While it does not directly align with a proctored certification exam, it serves as foundational preparation for professionals aiming to pursue advanced AI credentials. This course is ideal for product managers, developers, and company executives seeking to understand AI's strategic impact across industries such as finance, supply chain, and manufacturing. According to the Linux Foundation, over 80% of enterprises are now adopting AI-driven solutions, making foundational literacy in AI a critical competency for modern business and technology roles.

Students engage with core AI technologies including machine learning, natural language processing (NLP), and data-driven decision-making frameworks, while also exploring real-world applications through the Linux Foundation’s open source AI & Data ecosystem. The course includes hands-on components where learners analyze AI use cases and evaluate implementation strategies using tools from the LF AI & Data Foundation projects. Although there is no live lab environment like AWS Console or Azure Portal, students work through scenario-based exercises to identify suitable AI techniques for specific business challenges. One key project involves mapping industry-specific problems—such as predictive maintenance in manufacturing or fraud detection in finance—to appropriate AI models and open source tools available within the LF ecosystem.

By completing Data and AI Fundamentals (LFS115x), learners gain the knowledge needed to pursue advanced certifications and roles in AI strategy, data science, and machine learning engineering. The course builds awareness of ethical AI, governance, and innovation pathways, aligning with industry demands for responsible AI adoption. According to labor market analytics, AI-related roles command median salaries ranging from $110,000 to $160,000 in the U.S., with strong growth projected through 2030. Koenig Solutions enhances this learning path with 1-on-1 training support and access to official Linux Foundation courseware, ensuring learners master both theory and practical application. Enrolling in this program positions individuals to confidently advance into AI-focused careers or transition into specialized technical tracks within the rapidly evolving data landscape.

What You'll Learn

Differentiate between machine learning and natural language processing architectures to identify appropriate use cases for intelligent systems within Data and AI Fundamentals (LFS115x) by Linux Foundation.
Deploy open source AI frameworks and data pipelines as outlined in the Data and AI Fundamentals (LFS115x) curriculum to solve industry-specific problems.
Configure data-driven workflows by leveraging Linux Foundation AI and Data project tools to support scalable infrastructure.
Evaluate the technical requirements and ethical considerations of AI implementations across healthcare, finance, and manufacturing sectors.
Integrate open source AI components into existing software stacks to build functional and innovative data solutions.
Assess the technical skill sets required for AI development roles by applying concepts mastered in Data and AI Fundamentals (LFS115x) by Linux Foundation.

Skills You'll Gain

Artificial Intelligence Machine Learning Natural Language Processing AI Use Cases Data-Driven Decision Making AI Career Opportunities Linux Foundation AI LF AI & Data Kubeflow Pipelines ONNX Models PyTorch Framework AI Ethics Responsible AI AI Governance Open Source AI AI Innovation AI Automation
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Certification Exam

Everything you need to know about the LFS115x certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
N/A
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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

72%

of LFS115x certified professionals report career advancement within 6 months

Salary Impact

+15%

Average salary increase reported after obtaining the LFS115x 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 Fundamentals Specialist
  • Data and AI Product Manager
  • AI Strategy Consultant
  • Machine Learning Operations (MLOps) Associate
  • Responsible AI Analyst
  • AI Adoption Coordinator

Companies Hiring

5,000+
Microsoft Google IBM Accenture Deloitte Infosys Wipro JPMorgan Chase Intel NVIDIA

and 5,000+ organizations worldwide seeking LFS115x certified professionals

Real Transformations

Course Student 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.”

    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
  • ★★★★★

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    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
  • ★★★★★

    “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 LFS115x training course

Is the certification exam included in the Data and AI Fundamentals (LFS115x) course, and what is the exam fee?
The Data and AI Fundamentals (LFS115x) certification exam is not included in the base tuition. You must purchase an optional voucher separately. While the Linux Foundation does not publicize the fee, Koenig Solutions offers optional exam vouchers within their training packages to simplify your certification journey.
What training formats does Koenig offer for Data and AI Fundamentals (LFS115x), and is it Guaranteed-to-Run?
Koenig provides live online, 1-on-1, and classroom training for Data and AI Fundamentals (LFS115x). All formats are Guaranteed-to-Run with confirmed schedules. This ensures your training proceeds as planned, giving you reliable access to expert-led instruction without the risk of sudden cancellations.
How long is lab access provided, and what type of lab environment is used for Data and AI Fundamentals (LFS115x)?
You receive 30 days of post-training access to a live lab sandbox for Data and AI Fundamentals (LFS115x). This environment features 30+ guided labs and a comprehensive manual. These practical exercises help you master real-world tools and reinforce critical AI concepts effectively.
What is Koenig's rescheduling and cancellation policy for Data and AI Fundamentals (LFS115x) training?
Koenig allows free rescheduling for Data and AI Fundamentals (LFS115x) with 7+ days' notice. Cancellations within 7 days incur a 50% to 100% fee. Rescheduling is limited to once, and classroom training cancelled within 10 days incurs a 50% fee.
What is the format and difficulty level of the Data and AI Fundamentals (LFS115x) certification exam?
The Data and AI Fundamentals (LFS115x) exam is a performance-based, online test. It includes 17–20 command-line tasks to be completed in 2 hours. A 67% score is required to pass, meeting the Linux Foundation’s rigorous standard for foundational AI certification.
How long is the Data and AI Fundamentals (LFS115x) certification valid, and what is the renewal process?
Your Data and AI Fundamentals (LFS115x) certification remains valid for 24 months, per the 2024 Linux Foundation policy. To renew, you must retake and pass the official exam before your current credential expires. No alternative continuing education options are currently available.
What post-training support does Koenig provide for Data and AI Fundamentals (LFS115x) students?
Koenig offers 30 days of dedicated post-training support for Data and AI Fundamentals (LFS115x). This includes extended lab access, session recordings, and 6 hours of free trainer consultation. This ensures you can clarify complex topics and retain skills long after completion.
What are the prerequisites for enrolling in Data and AI Fundamentals (LFS115x), and who is the ideal candidate?
There are no technical prerequisites for Data and AI Fundamentals (LFS115x). It is designed for both technical and non-technical professionals. Ideal candidates include executives, product managers, and developers seeking foundational AI literacy to drive innovation across diverse industry sectors.
What career opportunities and salary benefits can one expect after completing Data and AI Fundamentals (LFS115x)?
Completing Data and AI Fundamentals (LFS115x) prepares you for roles like AI consultant or data strategist. AI professionals typically earn $110,000–$170,000 annually. This course boosts your job readiness in high-growth fields like finance, healthcare, and global technology sectors.
How does instructor-led training from Koenig compare to self-study for Data and AI Fundamentals (LFS115x)?
Koenig’s instructor-led Data and AI Fundamentals (LFS115x) training provides structured mentorship and live labs, unlike self-study. Our 8-hour live sessions include hands-on practice and post-course support, significantly improving your exam readiness and long-term retention of essential AI and data skills.
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