Smart Mobility: ADAS, Autonomous, Connected
The ADAS, Autonomous, and Connected Vehicles course explains how cars sense, decide, and act. Learn ADAS and autonomous driving building blocks, from sensors to software. Study perception, sensor fusion, timing, latency, handover limits, and where machine learning fits. See how teams test, manage functional safety, and address cybersecurity. Link goals to architecture, data paths, and test plans. Review trade-offs and failure cases to design, integrate, and validate driver-assist and connected features.
Course Instructor:
Dr. Ajay Palkar
$415.00 $519.00 20% OFF
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Program Overview
The course is structured into progressive modules covering hardware, software, algorithms, and system-level integration for ADAS and autonomous vehicles.
Key topics include:
✓ Introduction & Architecture: Fundamentals of autonomous driving, ADAS safety standards, and vehicle E/E architectures with bus systems such as CAN, LIN, and Ethernet.
✓ Sensors & Perception: Camera, radar, LiDAR, ultrasonic sensors, GPS, and data flow for localization and object detection.
✓ ADAS Features: Lane-keeping assist, collision warning, adaptive cruise control, cross-traffic alerts, and driver monitoring.
✓ AI & Data Processing: Machine learning, computer vision, decision-making algorithms, sensor fusion, and model-based development.
✓ Safety & Cybersecurity: Verification and validation, functional safety (ISO 26262), digital transformation, IoT, and threat mitigation.
✓ Regulatory & Integration: Legal and liability frameworks, embedded systems, system testing, and vehicle-level validation.
This modular approach builds end-to-end expertise in smart mobility systems.
Skills You Will Gain
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Program Curriculum
4 Subjects
Course 01 - Foundations of ADAS and Autonomous Mobility
28 Exercises • 32 Learning Materials
Module 01 - Introduction to Autonomous Driving
[Learning Session] Driver Control
Video
00:17:09
[Quick Knowledge Check] Driver Control
Exercise
[Learning Session] Driver Control & Control Mechanism
Video
00:21:08
[Quick Knowledge Check] Driver Control & Control Mechanism
Exercise
[Learning Session] Controllers in Cars and Human Limitations
Video
00:11:02
[Quick Knowledge Check] Controllers in Cars and Human Limitations
Exercise
[Learning Session] Safety and ADAS
Video
00:09:40
[Quick Knowledge Check] Safety and ADAS
Exercise
[Learning Session] ADAS Standards
Video
00:07:29
[Quick Knowledge Check] ADAS Standards
Exercise
[Learning Session] ADAS Features
Video
00:16:01
[Quick Knowledge Check] ADAS Features
Exercise
Feedback Form - Introduction to Autonomous Driving
External Link
Summary - Introduction to Autonomous Driving
PDF
Module End Exam - Introduction to Autonomous Driving
Exercise
Module 02 - Vehicle System Architectures, Bus System
[Learning Session] Need of Data Communications and Evolvement of EE Architecture
Video
00:17:01
[Quick Knowledge Check] Need of Data Communications and Evolvement of EE Architecture
Exercise
[Learning Session] Vehicle Bus: LIN, CAN
Video
00:11:43
[Quick Knowledge Check] Vehicle Bus: LIN, CAN
Exercise
[Learning Session] Vehicle Bus: Flex Ray, MOST
Video
00:06:31
[Quick Knowledge Check] Vehicle Bus: Flex Ray, MOST
Exercise
[Learning Session] Application of Bus System
Video
00:03:36
[Quick Knowledge Check] Application of Bus System
Exercise
[Learning Session] Vehicle Bus: Ethernet, Radio Frequency, Bluetooth
Video
00:06:06
[Quick Knowledge Check] Vehicle Bus: Ethernet, Radio Frequency, Bluetooth
Exercise
Feedback Form - Vehicle System Architectures, Bus System
External Link
Summary - Vehicle System Architectures, Bus System
PDF
Module End Exam - Vehicle System Architectures, Bus System
Exercise
Module 03 - ADAS Sensors- Introduction
[Learning Session] ADAS Sensors & Features
Video
00:13:11
[Quick Knowledge Check] ADAS Sensors & Features
Exercise
[Learning Session] ADAS Sensors: CAMERA
Video
00:09:54
[Quick Knowledge Check] ADAS Sensors: CAMERA
Exercise
[Learning Session] ADAS Sensors: RADAR
Video
00:19:03
[Quick Knowledge Check] ADAS Sensors: RADAR
Exercise
Feedback Form - ADAS Sensors- Introduction
External Link
Summary - ADAS Sensors- Introduction
PDF
Module End Exam - ADAS Sensors- Introduction
Exercise
Module 04 - LIDAR & Ultrasonic Sensors
[Learning Session] Ultrasonic Sensors Working
Video
00:13:54
[Quick Knowledge Check] Ultrasonic Sensors Working
Exercise
[Learning Session] Ultrasonic Sensor Pro and Cons
Video
00:11:14
[Quick Knowledge Check] Ultrasonic Sensor Pro and Cons
Exercise
[Learning Session] Lidar Basics
Video
00:16:29
[Quick Knowledge Check] Lidar Basics
Exercise
[Learning Session] Lidar Types & Inertial Measurement Unit
Video
00:11:31
[Quick Knowledge Check] Lidar Types & Inertial Measurement Unit
Exercise
[Learning Session] GPS & Optical Encoders
Video
00:18:00
[Quick Knowledge Check] GPS & Optical Encoders
Exercise
Feedback Form - LIDAR & Ultrasonic Sensors
External Link
Summary - LIDAR & Ultrasonic Sensors
PDF
Module End Exam - LIDAR & Ultrasonic Sensors
Exercise
Module 05 - Network Organization
[Learning Session] Network Organization: CAN Message Format
Video
00:11:01
[Quick Knowledge Check] Network Organization: CAN Message Format
Exercise
[Learning Session] Illustration: Front Lighting
Video
00:08:03
[Quick Knowledge Check] Illustration: Front Lighting
Exercise
[Learning Session] Illustration: Window Motor
Video
00:11:25
[Quick Knowledge Check] Illustration: Window Motor
Exercise
Feedback Form - Network Organization
External Link
Summary - Network Organization
PDF
Module End Exam - Network Organization
Exercise
Course End Exam - Foundations of ADAS and Autonomous Mobility
Course End Exam - Foundations of ADAS and Autonomous Mobility
Exercise
Course 02 - ADAS Features, Validation, and Digital Transformation
37 Exercises • 41 Learning Materials
Module 01 - Level of Interventions
[Learning Session] Intelligent Functions & Intelligent Transport
Video
00:19:20
[Quick Knowledge Check] Intelligent Functions & Intelligent Transport
Exercise
[Learning Session] Level of Interventions
Video
00:16:29
[Quick Knowledge Check] Level of Interventions
Exercise
[Learning Session] Human Performance Capacity
Video
00:18:04
[Quick Knowledge Check] Human Performance Capacity
Exercise
[Learning Session] Adaptive Cruise Control
Video
00:18:54
[Quick Knowledge Check] Adaptive Cruise Control
Exercise
Feedback Form - Level of Interventions
External Link
Summary - Level of Interventions
PDF
Module End Exam - Level of Interventions
Exercise
Module 02 - ADAS Features-1
[Learning Session] Front & Rear Cross Traffic Alert
Video
00:19:20
[Quick Knowledge Check] Front & Rear Cross Traffic Alert
Exercise
[Learning Session] Surround View Camera
Video
00:14:40
[Quick Knowledge Check] Surround View Camera
Exercise
Feedback Form - ADAS Features-1
External Link
Summary - ADAS Features-1
PDF
Module End Exam - ADAS Features-1
Exercise
Module 03 - ADAS Features-2
[Learning Session] Vehicle Exit, Lane Departure Warning
Video
00:09:09
[Quick Knowledge Check] Vehicle Exit, Lane Departure Warning
Exercise
[Learning Session] Lane Keeping Assist, Forward Collision Warning
Video
00:14:24
[Quick Knowledge Check] Lane Keeping Assist, Forward Collision Warning
Exercise
[Learning Session] Autonomous Emergency Braking, Electronic Stability Control
Video
00:11:32
[Quick Knowledge Check] Autonomous Emergency Braking, Electronic Stability Control
Exercise
[Learning Session] Blind Spot Alert, Obstacle Aware Acceleration, Trailer Tow Assist
Video
00:17:47
[Quick Knowledge Check] Blind Spot Alert, Obstacle Aware Acceleration, Trailer Tow Assist
Exercise
[Learning Session] Antilock Braking System
Video
00:15:31
[Quick Knowledge Check] Antilock Braking System
Exercise
Feedback Form - ADAS Features-2
External Link
Summary - ADAS Features-2
PDF
Module End Exam - ADAS Features-2
Exercise
Module 04 - ADAS Features-3
[Learning Session] Traffic Sign Recognition
Video
00:08:14
[Quick Knowledge Check] Traffic Sign Recognition
Exercise
[Learning Session] Driver Monitoring System
Video
00:10:18
[Quick Knowledge Check] Driver Monitoring System
Exercise
[Learning Session] Intelligent Headlight System
Video
00:17:23
[Quick Knowledge Check] Intelligent Headlight System
Exercise
[Learning Session] Pedestrian Protection System
Video
00:09:49
[Quick Knowledge Check] Pedestrian Protection System
Exercise
[Learning Session] ADAS Design Consideration: Camera
Video
00:14:15
[Quick Knowledge Check] ADAS Design Consideration: Camera
Exercise
[Learning Session] ADAS Design Consideration RADAR, Ultrasonic sensors
Video
00:18:00
[Quick Knowledge Check] ADAS Design Consideration RADAR, Ultrasonic sensors
Exercise
Feedback Form - ADAS Features-3
External Link
Summary - ADAS Features-3
PDF
Module End Exam - ADAS Features-3
Exercise
Module 05 - ADAS: Verification and Validation
[Learning Session] Introduction & Need for Verification and Validation
Video
00:11:14
[Quick Knowledge Check] Introduction & Need for Verification and Validation
Exercise
[Learning Session] ADAS: V-Model
Video
00:09:57
[Quick Knowledge Check] ADAS: V-Model
Exercise
[Learning Session] ADAS: Design Verification and System Validation
Video
00:21:03
[Quick Knowledge Check] Design Verification and System Validation
Exercise
[Learning Session] ADAS: Integration Level Validation
Video
00:23:04
[Quick Knowledge Check] Integration Level Validation
Exercise
[Learning Session] ADAS: V&V Workflow, Vehicle Level Calibration & Validation
Video
00:11:36
[Quick Knowledge Check] ADAS: V&V Workflow, Vehicle Level Calibration & Validation
Exercise
[Learning Session] ADAS: Functional Safety
Video
00:18:37
[Quick Knowledge Check] ADAS: Functional Safety
Exercise
Feedback Form - ADAS: Verification and Validation
External Link
Summary - ADAS: Verification and Validation
PDF
Module End Exam - ADAS: Verification and Validation
Exercise
Module 06 - Digital Transformation, IOT
[Learning Session] ADAS: Digital Transformation
Video
00:14:52
[Quick Knowledge Check] ADAS: Digital Transformation
Exercise
[Learning Session] ADAS: Key Drivers and Challenges in Digitalization
Video
00:14:39
[Quick Knowledge Check] ADAS: Key Drivers and Challenges in Digitalization
Exercise
[Learning Session] ADAS: Industry 4.0
Video
00:12:40
[Quick Knowledge Check] ADAS: Industry 4.0
Exercise
[Learning Session] ADAS: Internet of Things
Video
00:20:37
[Quick Knowledge Check] Internet of Things
Exercise
[Learning Session] ADAS: Artificial Intelligence
Video
00:21:04
[Quick Knowledge Check] ADAS: Artificial Intelligence
Exercise
[Learning Session] ADAS: Machine Learning
Video
00:06:13
[Quick Knowledge Check] ADAS: Machine Learning
Exercise
Feedback Form - Digital Transformation, IOT
External Link
Summary - Digital Transformation, IOT
PDF
Module End Exam - Digital Transformation, IOT
Exercise
Course End Exam - ADAS Features, Validation, and Digital Transformation
Course End Exam - ADAS Features, Validation, and Digital Transformation
Exercise
Course End Exam - ADAS Features, Validation, and Digital Transformation
Exercise
Course 03 - Intelligence and Fusion in Smart Mobility
33 Exercises • 38 Learning Materials
Module 01: AI, ML and DL
[Learning Session] Basics of AI, ML and Deep Learning
Video
00:21:21
[Quick Knowledge Check] Basics of AI, ML and Deep Learning
Exercise
[Learning Session] ML: Data and Data Sampling
Video
00:16:00
[Quick Knowledge Check] ML: Data and Data Sampling
Exercise
[Learning Session] Supervised and Unsupervised Machine Learning
Video
00:24:48
[Quick Knowledge Check] Supervised and Unsupervised Machine Learning
Exercise
Feedback Form - AI, ML and DL
External Link
Summary - AI, ML and DL
PDF
Module End Exam - AI, ML and DL
Exercise
Module 02: Machine Learning
[Learning Session] ML: Data and Data Sampling
Video
00:14:54
[Quick Knowledge Check] ML: Data and Data Sampling
Exercise
[Learning Session] ML: Clustering
Video
00:21:47
[Quick Knowledge Check] ML: Clustering
Exercise
[Learning Session] ML: Neural Networks-1
Video
00:26:32
[Quick Knowledge Check] ML: Neural Networks-1
Exercise
[Learning Session] ML: Neural Networks-2
Video
00:08:20
[Quick Knowledge Check] ML: Neural Networks-2
Exercise
Feedback Form - Machine Learning
External Link
Summary - Machine Learning
PDF
Module End Exam - Machine Learning
Exercise
Module 03: Computer Vision
[Learning Session] Random Forest Algorithm
Video
00:15:54
[Quick Knowledge Check] Random Forest Algorithm
Exercise
[Learning Session] Computer Vision - 1
Video
00:13:36
[Quick Knowledge Check] Computer Vision - 1
Exercise
[Learning Session] Computer Vision - 2
Video
00:07:38
[Quick Knowledge Check] Computer Vision - 2
Exercise
[Learning Session] Computer Vision - 3: CNN
Video
00:14:18
[Quick Knowledge Check] Computer Vision - 3: CNN
Exercise
[Learning Session] Computer Vision - Use Cases
Video
00:09:32
[Quick Knowledge Check] Computer Vision - Use Cases
Exercise
Feedback Form - Computer Vision
External Link
Summary - Computer Vision
PDF
Module End Exam - Computer Vision
Exercise
Module 04: Decision Arbitration, PAC Learning
[Learning Session] Decision Arbitration: Basics and Types
Video
00:16:19
[Quick Knowledge Check] Decision Arbitration: Basics and Types
Exercise
[Learning Session] PAC Learning
Video
00:11:24
[Quick Knowledge Check] PAC Learning
Exercise
[Learning Session] Illustration: PAC Learning
Video
00:20:20
[Quick Knowledge Check] Illustration: PAC Learning
Exercise
[Learning Session] Reinforcement Learning
Video
00:16:45
[Quick Knowledge Check] Reinforcement Learning
Exercise
Feedback Form - Decision Arbitration, PAC Learning
External Link
Summary - Decision Arbitration, PAC Learning
PDF
Module End Exam - Decision Arbitration, PAC Learning
Exercise
Module 05: Levels of Functionality, Multifunctional Architecture
[Learning Session] Autonomous Car Sensing System
Video
00:09:11
[Quick Knowledge Check] Autonomous Car Sensing System
Exercise
[Learning Session] Levels of Functionality
Video
00:17:32
[Quick Knowledge Check] Levels of Functionality
Exercise
[Learning Session] Multifunctional Architecture
Video
00:17:59
[Quick Knowledge Check] Multifunctional Architecture
Exercise
[Learning Session] Vehicle & ADAS Architecture
Video
00:22:29
[Quick Knowledge Check] Vehicle & ADAS Architecture
Exercise
Feedback Form - Levels of Functionality, Multifunctional Architecture
External Link
Summary - Levels of Functionality, Multifunctional Architecture
PDF
Module End Exam - Levels of Functionality, Multifunctional Architecture
Exercise
Module 06: LIDAR, Sensor Fusion, MBD
[Learning Session] LIDAR
Video
00:16:08
[Quick Knowledge Check] LIDAR
Exercise
[Learning Session] LIDAR Interface & Function
Video
00:13:15
[Quick Knowledge Check] LIDAR Interface & Function
Exercise
[Learning Session] Sensor Fusion: Types and Level
Video
00:23:27
[Quick Knowledge Check] Sensor Fusion: Types and Level
Exercise
[Learning Session] Sensor Fusion: Architecture
Video
00:10:30
[Quick Knowledge Check] Sensor Fusion: Architecture
Exercise
[Learning Session] Sensor Fusion: KPIs, Design Considerations & Challenges
Video
00:19:49
[Quick Knowledge Check] Sensor Fusion: KPIs, Design Considerations & Challenges
Exercise
[Learning Session] Model Based Development
Video
00:15:45
[Quick Knowledge Check] Model Based Development
Exercise
Feedback Form - LIDAR, Sensor Fusion, MBD
External Link
Summary - LIDAR, Sensor Fusion, MBD
PDF
Module End Exam - LIDAR, Sensor Fusion, MBD
Exercise
Course End Exam - Intelligence and Fusion in Smart Mobility
Course End Exam - Intelligence and Fusion in Smart Mobility
Exercise
Course 04 - Legal Liabilities and Complainces for ADAS
32 Exercises • 36 Learning Materials
Module 01: Role of ML in ADAS
[Learning Session] Levels of Autonomy - ADAS Features
Video
00:20:16
[Quick Knowledge Check] Levels of Autonomy - ADAS Features
Exercise
[Learning Session] Motion Planning, Decision Making
Video
00:15:53
[Quick Knowledge Check] Motion Planning, Decision Making
Exercise
[Learning Session] Data-Driven Approach
Video
00:12:00
[Quick Knowledge Check] Data-Driven Approach
Exercise
[Learning Session] Finite State Machine & Trajectory Generation
Video
00:12:51
[Quick Knowledge Check] Finite State Machine & Trajectory Generation
Exercise
[Learning Session] Visual Odometry
Video
00:11:24
[Quick Knowledge Check] Visual Odometry
Exercise
Feedback Form - Role of ML in ADAS
External Link
Summary - Role of ML in ADAS
PDF
Module End Exam - Role of ML in ADAS
Exercise
Module 02: Automotive Cybersecurity
[Learning Session] Automotive Cybersecurity: Introduction
Video
00:16:54
[Quick Knowledge Check]Automotive Cybersecurity: Introduction
Exercise
[Learning Session] Physical Access Risk and Mitigation
Video
00:16:47
[Quick Knowledge Check] Physical Access Risk and Mitigation
Exercise
[Learning Session] Remote Access Risk
Video
00:21:20
[Quick Knowledge Check] Remote Access Risk
Exercise
[Learning Session] Connected and Automated Vehicle Risks
Video
00:20:59
[Quick Knowledge Check] Connected and Automated Vehicle Risks
Exercise
[Learning Session] Telematics Access Risk
Video
00:10:35
[Quick Knowledge Check] Telematics Access Risk
Exercise
[Learning Session] EVSE Threats and Vulnerabilities
Video
00:17:55
[Quick Knowledge Check] EVSE Threats and Vulnerabilities
Exercise
Feedback Form - Automotive Cybersecurity
External Link
Summary - Automotive Cybersecurity
PDF
Module End Exam - Automotive Cybersecurity
Exercise
Module 03: ADAS Liabilities & Legal issues
[Learning Session] Liabilities and Legal Issues
Video
00:21:21
[Quick Knowledge Check] Liabilities and Legal Issues
Exercise
[Learning Session] ADAS: Liabilities
Video
00:17:04
[Quick Knowledge Check] ADAS: Liabilities
Exercise
[Learning Session] ADAS Certification: Classical Approach
Video
00:08:28
[Quick Knowledge Check] ADAS Certification: Classical Approach
Exercise
[Learning Session] ADAS Certification: 3 Pillars and New Approach
Video
00:15:52
[Quick Knowledge Check] ADAS Certification: 3 Pillars and New Approach
Exercise
[Learning Session] ADAS Cybersecurity Standards and Landscape
Video
00:15:12
[Quick Knowledge Check] ADAS Cybersecurity Standards and Landscape
Exercise
Feedback Form - ADAS Liabilities & Legal issues
External Link
Summary - ADAS Liabilities & Legal issues
PDF
Module End Exam - ADAS Liabilities & Legal issues
Exercise
Module 04: ADAS Issues System Testing
[Learning Session] ADAS Issues: System Issues and Defects
Video
00:14:00
[Quick Knowledge Check] ADAS Issues: System Issues and Defects
Exercise
[Learning Session] ADAS Issues: Functional Issues and Vehicle Level Testing
Video
00:18:04
[Quick Knowledge Check] ADAS Issues: Functional Issues and Vehicle Level Testing
Exercise
[Learning Session] ADAS System Testing - 1
Video
00:15:43
[Quick Knowledge Check] ADAS System Testing - 1
Exercise
[Learning Session] ADAS System Testing- Exit Warning, Lane Departure Warning, ACC
Video
00:18:27
[Quick Knowledge Check] ADAS System Testing- Exit Warning, Lane Departure Warning, ACC
Exercise
[Learning Session] ADAS System Testing- Lane Departure & Lane Keep Assist, Rear Cross Traffic
Video
00:18:49
[Quick Knowledge Check] ADAS System Testing- Lane Departure & Lane Keep Assist, Rear Cross Traffic
Exercise
Feedback Form - ADAS Issues System Testing
External Link
Summary - ADAS Issues System Testing
PDF
Module End Exam - ADAS Issues System Testing
Exercise
Module 05: Embedded Systems, Standards
[Learning Session] Embedded System: Introduction and Types
Video
00:17:51
[Quick Knowledge Check] Embedded System: Introduction and Types
Exercise
[Learning Session] Real-Time Embedded Systems
Video
00:12:39
[Quick Knowledge Check] Real-Time Embedded Systems
Exercise
[Learning Session] Core of Embedded Systems
Video
00:10:51
[Quick Knowledge Check] Core of Embedded Systems
Exercise
[Learning Session] ASIC, PLDs, COTS
Video
00:13:39
[Quick Knowledge Check] ASIC, PLDs, COTS
Exercise
[Learning Session] Standards
Video
00:13:05
[Quick Knowledge Check] Standards
Exercise
Feedback Form - Embedded Systems, Standards
External Link
Summary - Embedded Systems, Standards
PDF
Module End Exam - Embedded Systems, Standards
Exercise
Course End Exam - Legal Liabilities and Complainces for ADAS
Course End Exam - Legal Liabilities and Complainces for ADAS
Exercise
Program Instructor
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Dr. Ajay Palkar
33+ years of Product Design, Development & Management Consulting experience. An accomplished, performance-driven & focused professional having rich experience in Engineering & Management mainly focusing on Vehicle Integration (Mobility, Electrical & Electronics), Systems Engineering, Project Management, Strategic Planning & Business Development in the Automotive, Defense, and Industrial Automation & Instrumentation field. He did his Diploma & Bachelor of Engineering (Instrumentation), Master of Business Studies (Marketing Management), PhD (Product Lifecycle & Obsolescence Management).
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