Autonomous Cars: How Do They Work and Impact Us? from Udemy

“In 20 years driving a traditional car will feel like riding a horse on the highway today.”

The development of autonomous cars is changing not only the way we buy and use cars, but also our cities, economy, society, the environment and our way of life in general.

Talking to friends, family and business partners, I noticed a great interest in the subject, which includes concepts such as fully autonomous cars, vehicles and driving as well as self-driving, driverless, automated and robot cars.

If you are a motorist or generally interested in autonomous cars, what they are, how they work and influence us, this course will give you exciting insights into the race to autonomous cars and prepare you for what's coming.

Major questions which will be answered for you are the following:

I will be contributing my 7 years of experience at Continental, where I was deeply involved in research and development of Advanced Driving Assistance, Vehicle Dynamics, Intra Vehicle and Vehicle2X Communication Systems. Enriched by the autonomous driving study I did during my MBA, I will show you what matters and what doesn't.

Each video is produced in English, avoiding deep technical terms and explanations. Anyone with a general education should be able to follow.

Just like the race to the moon, the race to fully autonomous driving was started. On the one hand, we have a development driven by traditional players such as Audi / Volkswagen, BMW, Mercedes, Volvo, Ford, GM, Toyota. On the other hand, start-ups like Google / Waymo, Uber, Cruise and Byton and other disruptive players invest to beat them in a revolutionary way.

Instead of rockets and spacecrafts, the race will be decided by acoustics, camera, radar, laser/lidar sensors and algorithms using deep learning and closed loop theory.

The goal is a multi-trillion-dollar mobility as a service market that not only changes the industry, but everything from personal to everyone's life.

Join the race and see you inside the course. You'll enjoy it.

What's inside

Learning objectives

Estimate costs of future mobility options.
See challenges from a development perspective.
Explain how autonomous cars perceive and think.

Reconstruct latest developments and upcoming trends.
Determine when to get safe and legal autonomous cars.
Assess the impact of autonomous cars on society, economy and live.

Estimate costs of future mobility options.
See challenges from a development perspective.
Explain how autonomous cars perceive and think.
Reconstruct latest developments and upcoming trends.
Determine when to get safe and legal autonomous cars.
Assess the impact of autonomous cars on society, economy and live.

Syllabus

Welcome!

What will you learn?

Who is David?

What are autonomous cars?

What does level 0-5 mean?

When can I get one?

Who is first?

Is it legal?

How is the course?

Is it safe?

How do car accidents happen?

How do humans fail?

How do cars fail?

Why do cars fail?

How do cars get safer?

How do autonomous cars work?

How do cars perceive?

How do cars hear?

How do cars see?

Cameras?

Radars?

Lasers?

How do cars think?

How do cars communicate?

How do cars recognize?

How do cars orientate?

How do cars plan?

How will it impact us?

Will the infrastructure change?

Will it help the environment?

What does it cost?

Nap in the car?

Own car?

Thank you!

WHAT'S NEXT?

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Taught by David Kleinz, who has 7 years of experience at Continental in advanced driving assistance and autonomous car development

Suitable for general audiences, including motorists and those interested in the impact of autonomous cars on society

Explores the latest developments and upcoming trends in autonomous car technology

Covers essential concepts such as how autonomous cars perceive, think, communicate, and impact society

Provides insights into the potential costs and benefits of autonomous cars

Requires some general education to follow, but avoids deep technical details

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Autonomous Cars: How Do They Work and Impact Us? with these activities:

Review the history and evolution of autonomous car technology

Show steps

Gain a historical perspective on autonomous car technology.

Browse courses on Autonomous Cars

Show steps

Read articles and watch documentaries about the early development of autonomous cars
Visit a museum or historical exhibit on transportation

Review key concepts of control theory and vehicle dynamics

Show steps

Strengthen your foundational knowledge of control theory and vehicle dynamics.

Browse courses on Autonomous Cars

Show steps

Review notes and textbooks from previous courses or online resources
Solve practice problems and coding challenges
Attend a workshop or webinar on control theory and vehicle dynamics

Organize a study group with fellow students to discuss course concepts and projects

Show steps

Enhance your understanding of autonomous cars by discussing and collaborating with peers.

Browse courses on Autonomous Cars

Show steps

Recruit a group of students who are also taking the course
Set regular meeting times and locations
Create a study schedule that covers course material and assignments
Facilitate discussions and activities that delve deeper into course concepts
Support each other's learning by sharing knowledge, insights, and resources

Five other activities

Expand to see all activities and additional details

Show all eight activities

Solve practice problems and coding challenges related to autonomous car technology

Show steps

Solidify your understanding of autonomous car technology by practicing problem-solving and coding skills.

Browse courses on Autonomous Cars

Show steps

Find online resources or textbooks that provide practice problems and coding challenges
Set aside regular time to solve these problems and challenges
Review your solutions and identify areas for improvement
Seek help from peers, instructors, or online forums when needed
Use your newfound knowledge to contribute to open-source projects or your own autonomous car projects

Develop a presentation on the potential impact of autonomous cars on society

Show steps

Research and analyze the potential impacts of autonomous cars on society, and present your findings.

Browse courses on Society

Show steps

Research the current state of autonomous car technology
Identify and analyze potential impacts on various aspects of society, such as employment, transportation, and safety
Develop a persuasive presentation that clearly communicates your findings and insights
Present your presentation to a group of peers or community members and answer questions

Build a self-driving car using the open source CARLA simulator

Show steps

Build a self-driving car and put into practice the concepts learnt in the course.

Browse courses on Autonomous Cars

Show steps

Install the CARLA simulator and create a basic environment
Create a simple autonomous vehicle controller that can follow a set path
Add sensors to the vehicle and implement basic perception algorithms
Use reinforcement learning to train the vehicle to navigate more complex environments
Evaluate the performance of your self-driving car and write a report on your findings

Follow tutorials on deep learning and computer vision techniques used in autonomous car development

Show steps

Deepen your understanding by exploring advanced topics and techniques used in autonomous car development.

Browse courses on Deep Learning

Show steps

Find reputable online tutorials or courses on deep learning and computer vision
Follow the tutorials and complete the exercises and assignments
Apply the techniques you learn to your own projects or experiments
Share your learning and progress with others through online discussion forums or social media

Design and develop a prototype of a novel autonomous car feature

Show steps

Apply your learning to create a tangible demonstration of your understanding and skills.

Browse courses on Autonomous Cars

Show steps

Identify an innovative feature that could enhance the capabilities of autonomous cars
Design and create a mock-up of the feature
Develop a prototype that demonstrates the functionality of the feature
Test and evaluate the prototype and make necessary improvements
Present your prototype to your peers or instructors and provide a demonstration

Career center

Learners who complete Autonomous Cars: How Do They Work and Impact Us? will develop knowledge and skills that may be useful to these careers:

Automotive Engineer

Automotive Engineers are responsible for designing, developing, testing, and manufacturing vehicles. This course will help you understand the latest developments in autonomous car technology. You will learn about the sensors, algorithms, and systems that make autonomous cars possible. This knowledge will be invaluable as you work to develop the next generation of vehicles.

See salaries and explore the career path for Automotive Engineer

Robotics Engineer

Robotics Engineers design, build, and maintain robots. This course will help you understand the underlying principles of robotics, including perception, navigation, and control. This knowledge will be essential as you work to develop new and innovative autonomous vehicles.

See salaries and explore the career path for Robotics Engineer

Software Engineer

Software Engineers design, develop, and maintain software systems. This course will help you understand the software behind autonomous cars. You will learn about the different types of software used in autonomous cars, as well as the challenges involved in developing and testing this software.

See salaries and explore the career path for Software Engineer

Data Scientist

Data Scientists collect, analyze, and interpret data. This course will help you understand the role of data in autonomous cars. You will learn about the different types of data used in autonomous cars, as well as the techniques used to analyze this data.

See salaries and explore the career path for Data Scientist

Product Manager

Product Managers are responsible for developing and launching new products. This course will help you understand the product development process for autonomous cars. You will learn about the different stakeholders involved in the product development process, as well as the challenges involved in bringing a new autonomous car to market.

See salaries and explore the career path for Product Manager

Marketing Manager

Marketing Managers are responsible for developing and executing marketing campaigns. This course will help you understand the marketing challenges facing autonomous car companies. You will learn about the different target markets for autonomous cars, as well as the different marketing strategies that can be used to reach these markets.

See salaries and explore the career path for Marketing Manager

Sales Manager

Sales Managers are responsible for selling products and services. This course will help you understand the sales challenges facing autonomous car companies. You will learn about the different sales channels that can be used to sell autonomous cars, as well as the different sales techniques that can be used to close deals.

See salaries and explore the career path for Sales Manager

Customer Success Manager

Customer Success Managers are responsible for ensuring that customers are satisfied with their products and services. This course will help you understand the customer success challenges facing autonomous car companies. You will learn about the different ways to measure customer satisfaction, as well as the different strategies that can be used to improve customer satisfaction.

See salaries and explore the career path for Customer Success Manager

Operations Manager

Operations Managers are responsible for planning, organizing, and controlling the operations of a business. This course will help you understand the operational challenges facing autonomous car companies. You will learn about the different aspects of business operations, as well as the different strategies that can be used to improve operational efficiency.

See salaries and explore the career path for Operations Manager

Financial Analyst

Financial Analysts are responsible for analyzing financial data. This course will help you understand the financial challenges facing autonomous car companies. You will learn about the different financial metrics that are used to evaluate companies, as well as the different strategies that can be used to improve financial performance.

See salaries and explore the career path for Financial Analyst

Business Analyst

Business Analysts are responsible for analyzing business processes. This course will help you understand the business challenges facing autonomous car companies. You will learn about the different business models that can be used for autonomous cars, as well as the different strategies that can be used to improve business performance.

See salaries and explore the career path for Business Analyst

Project Manager

Project Managers are responsible for planning, organizing, and controlling projects. This course will help you understand the project management challenges facing autonomous car companies. You will learn about the different phases of a project, as well as the different strategies that can be used to manage projects successfully.

See salaries and explore the career path for Project Manager

Quality Assurance Manager

Quality Assurance Managers are responsible for ensuring that products and services meet quality standards. This course will help you understand the quality assurance challenges facing autonomous car companies. You will learn about the different quality assurance processes that can be used, as well as the different strategies that can be used to improve quality.

See salaries and explore the career path for Quality Assurance Manager

Compliance Manager

Compliance Managers are responsible for ensuring that companies comply with laws and regulations. This course will help you understand the compliance challenges facing autonomous car companies. You will learn about the different laws and regulations that apply to autonomous cars, as well as the different strategies that can be used to ensure compliance.

See salaries and explore the career path for Compliance Manager

Risk Manager

Risk Managers are responsible for identifying and managing risks. This course will help you understand the risk management challenges facing autonomous car companies. You will learn about the different types of risks that autonomous car companies face, as well as the different strategies that can be used to manage these risks.

See salaries and explore the career path for Risk Manager