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Automated Driving with MATLAB

The Automated Driving with MATLAB course by MathWorks equips automotive engineers and ADAS developers with practical skills to design, simulate, and verify perception algorithms using MATLAB and Automated Driving Toolbox. It solves the industry challenge of sensor fusion and ground truth labeling, with 74% of automotive engineers adopting model-based design for autonomous systems.

This official MathWorks training prepares learners for the MATLAB Certified Engineer certification, enhancing credibility in automated driving roles. Koenig’s offering includes 30-day lab access for hands-on scenario testing, enabling professionals to confidently develop and validate perception systems for real-world deployment.

16 Hours (2 Days)
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0+ professionals trained

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Course Overview

The Automated Driving with MATLAB course by MathWorks is designed for engineers and developers aiming to build and validate advanced driver assistance systems (ADAS) and autonomous driving solutions. This intermediate-level training prepares learners for real-world challenges in perception algorithm development, sensor fusion, and scenario simulation, serving roles such as ADAS Engineer, Autonomous Systems Developer, and Perception Algorithm Specialist. With 90% of top automotive OEMs using MATLAB for system design and validation, this course delivers industry-aligned skills critical for innovation in automated mobility. Participants gain hands-on experience essential for developing reliable, safety-critical driving systems.

Students work directly with MATLAB, Automated Driving Toolbox, Lidar Toolbox, Image Processing Toolbox, Deep Learning Toolbox, and the Driving Scenario Designer app in a desktop simulation environment. The course includes practical labs where students build multi-object trackers using radar, camera, and lidar data, process 3D point clouds, label ground truth data, and generate synthetic driving scenarios. A key project involves creating a complete perception pipeline that fuses sensor detections to track vehicles and lane boundaries in simulated environments. Using realistic 2.5D and 3D simulations, learners test algorithms under diverse conditions, preparing them for real-world deployment challenges in automated driving systems.

While no official certification exam is currently offered specifically for Automated Driving with MATLAB, the skills gained align closely with advanced MATLAB proficiency recognized through the Certified MATLAB Professional credential. Professionals with these competencies report average salary increases of up to 20% in automotive AI and robotics roles. Koenig Solutions enhances this learning with Guaranteed-to-Run scheduling, official MathWorks courseware, and access to expert instructors for 1-on-1 mentoring. Graduates are well-positioned to lead development of next-generation autonomous features like adaptive cruise control, lane keeping assist, and automated parking systems in leading automotive and mobility firms.

What You'll Learn

Create realistic driving scenarios using MATLAB's Automated Driving with MATLAB course and Driving Scenario Designer
Identify lanes and vehicles accurately with Automated Driving Toolbox in MATLAB
Analyze lidar point clouds efficiently using MATLAB point cloud tools for automated driving
Combine sensor detections with MATLAB Automated Driving Toolbox trackers for reliable perception
Annotate ground truth data precisely with MATLAB Ground Truth Labeler in the context of automated driving
Display sensor data in bird's-eye view for better understanding with MATLAB visualization tools

Prerequisites

Recommended knowledge before taking this course
  • MATLAB Fundamentals and Simulink Fundamentals
  • Comfortable with matrix operations, linear algebra, and basic control systems concepts
  • Proficiency in MATLAB programming and Simulink modeling environments
  • Access to Automated Driving Toolbox, Computer Vision Toolbox, and Deep Learning Toolbox
  • Foundational understanding of signal processing and image processing workflows
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Certification Exam

Everything you need to know about the Automated Driving with MATLAB certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Not applicable
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Automated Driving with MATLAB

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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

78%

of Automated Driving with MATLAB certified professionals report career advancement within 6 months

Salary Impact

+24%

Average salary increase reported after obtaining the Automated Driving with MATLAB 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
  • Automated Driving Engineer
  • ADAS Algorithm Developer
  • Sensor Fusion Engineer
  • Perception Systems Engineer
  • Autonomous Vehicle Simulation Engineer

Companies Hiring

5,000+
MathWorks Tesla Waymo General Motors Ford Bosch Continental Aptiv NVIDIA Toyota Research Institute

and 5,000+ organizations worldwide seeking Automated Driving with MATLAB 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.

18,400+
Verified Reviews
4.9 / 5
Average Rating
95%
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Professionals Trained
  • ★★★★★

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    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

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    Enterprise Client ✓ Verified
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    “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.”

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    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

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    “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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    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

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    SC-300 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 Automated Driving with MATLAB training course

Is the certification exam included in the Automated Driving with MATLAB course, and what is the exam fee if separate?
The certification exam is not included in the Automated Driving with MATLAB course by MathWorks and requires a separate purchase. The MathWorks Certified MATLAB Associate exam is $165, while the Professional exam is $295 via Webassessor. While you can use training credits for registration, no bundled course-exam pricing exists for this specific training program.
What training formats are available for Automated Driving with MATLAB at Koenig Solutions, and is it Guaranteed-to-Run?
Koenig Solutions provides Automated Driving with MATLAB via live online instructor-led (ILO), classroom, 1-on-1, and Fly-Me-a-Trainer formats. This course features Guaranteed-to-Run (GTR) scheduling, ensuring your training proceeds as planned regardless of enrollment numbers. Public sessions are delivered live online, while private groups may choose between on-site or virtual setups based on specific organizational demands.
How long is lab access provided after the course, and what environment is used for hands-on exercises?
You receive 30 days of lab access using cloud-hosted MATLAB environments via MathWorks-hosted sandboxes. These labs eliminate local installation requirements, allowing you to practice MATLAB, Simulink, and Automated Driving Toolbox features from any device. The environment facilitates real-time coding, simulation, and scenario modeling, which are essential for mastering perception and sensor fusion tasks effectively.
What is Koenig's rescheduling and cancellation policy for the Automated Driving with MATLAB course?
Koenig permits free rescheduling if requested more than 10 days before your start date. Cancellations or rescheduling within 10 days incur a 50% fee of the total purchase price. Each session may be rescheduled only once. Refunds are eligible within one year of payment, provided you submit your course feedback after completion.
What is the format, number of questions, passing score, and time limit for the MathWorks certification exam relevant to this course?
The MathWorks Certified MATLAB Associate exam consists of 50 multiple-choice questions with a 1.5-hour time limit, delivered via Webassessor. While MathWorks does not disclose a specific passing score, candidates must prove proficiency in core MATLAB functions. The Professional-level exam includes performance-based problems and requires successful completion of the Associate exam as a prerequisite.
How long is the MathWorks certification valid, and what is the renewal process and cost?
MathWorks certifications remain valid indefinitely but may require a revised exam as software technology evolves. There is no formal renewal fee. However, candidates who fail must pay the $165 fee to retake the Associate exam. MathWorks reserves the right to modify or discontinue certifications, which may necessitate re-certification to maintain your official professional designation.
What post-training support does Koenig provide after completing the Automated Driving with MATLAB course?
Koenig offers 30 days of post-training mentor access, community forum entry, and session recordings for review. You receive exam preparation guidance and retake options to ensure deep technical mastery. This support structure provides ongoing assistance with project implementation, technical doubt resolution, and career advancement within the competitive field of automated driving systems development.
What are the prerequisites or prior experience needed for the Automated Driving with MATLAB course?
Prerequisites include completion of MATLAB Fundamentals, Image Processing with MATLAB, and Computer Vision with MATLAB. We strongly recommend Deep Learning with MATLAB. Participants must possess intermediate-level MATLAB programming skills and familiarity with sensor data processing. These foundations are vital for successfully engaging with the advanced perception and tracking modules covered in this training.
What job roles and salary ranges can professionals expect after completing Automated Driving with MATLAB training?
Graduates often secure roles as Autonomous Vehicle Engineers, ADAS Systems Engineers, or Perception Algorithm Developers. Median base salaries range from $150,000 to $205,000 annually. Entry-level ADAS positions typically start at $125,000, while senior autonomy specialists in high-demand L4/5 self-driving programs can earn upwards of $230,000 per year.
How does instructor-led training for Automated Driving with MATLAB compare to self-study in terms of effectiveness and outcomes?
Instructor-led training provides structured learning, real-time expert feedback, and hands-on labs that significantly accelerate skill acquisition compared to self-study. Koenig’s guided approach ensures mastery of complex sensor fusion and simulation topics. With 30-day lab access and dedicated mentor support, learners achieve higher retention and application rates than those relying solely on unguided self-study methods.
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