10 Best Autonomous Cars Courses and Certifications Online

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Close up iPhone showing Udemy application and laptop with notebookThere are countless online courses and classes that will help you enhance your Autonomous Cars skills and earn your Autonomous Cars certificate.

In this short article, our specialists have actually put together a curated list of the 10 Best of the Best Autonomous Cars courses, tutorials, training programs, classes and certifications that are available online right now.

We have included just those courses that fulfill our top quality standards. We have put a lot of effort and time into collecting these all for you. These courses are suitable for all levels, beginners, intermediate students, and experts.

Here’s a look at these courses and what they have to offer for you!

10 Best Autonomous Cars Courses and Certifications Online

1. The Complete Self-Driving Car Course – Applied Deep Learning by “Rayan Slim, Amer Sharaf, Jad Slim, Sarmad Tanveer” Udemy Course Our Best Pick

“Learn to use Deep Learning, Computer Vision and Machine Learning techniques to Build an Autonomous Car with Python”

As of right now, more than 20930+ people have enrolled in this course and there are over 3643+ reviews.

Course Content
Introduction
Installation
Python Crash Course (Optional)
NumPy Crash Course (Optional)
Computer Vision: Finding Lane Lines
The Perceptron
Keras
Deep Neural Networks
Multiclass Classification
MNIST Image Recognition
Convolutional Neural Networks
Classifying Road Symbols
Polynomial Regression
Behavioural Cloning

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2. Autonomous Cars: Deep Learning and Computer Vision in Python by “Sundog Education by Frank Kane, Frank Kane, Dr. Ryan Ahmed, Ph.D., MBA, Mitchell Bouchard, Sundog Education Team” Udemy Course

“Learn OpenCV, Keras, object and lane detection, and traffic sign classification for self-driving cars”

As of right now, more than 9440+ people have enrolled in this course and there are over 1016+ reviews.

Course Content
Environment Setup and Installation
Introduction to Self-Driving Cars
Python Crash Course [Optional]Computer Vision Basics: Part 1
Computer Vision Basics: Part 2
Computer Vision Basics: Part 3
Machine Learning: Part 1
Machine Learning: Part 2
Artificial Neural Networks
Deep Learning and Tensorflow: Part 1
Deep Learning and Tensorflow: Part 2
Wrapping Up

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3. Autonomous Cars: How Do They Work and Impact Us? by David Kleinz Udemy Course

Everything You Need to Know About Autonomous Driving / Self-driving / Driverless / Robot Cars. Functionality To Impact.

As of right now, more than 3852+ people have enrolled in this course and there are over 867+ reviews.

Course Content
Welcome!
What are autonomous cars?
Is it safe?
How do autonomous cars work?
How do cars perceive?
How do cars think?
How will it impact us?
Thank you!

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4. Autonomous Robots: Model Predictive Control by “Daniel Stang, MSc” Udemy Course

“Learn to make a Self-Driving or Autonomous Car follow the speed limit, pull into parking spaces, and avoid obstacles!”

As of right now, more than 2116+ people have enrolled in this course and there are over 378+ reviews.

Course Content
Introduction
Problem Setup
Highway Speed Control
Parking Control
Obstacle Avoidance
Outro

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5. Advanced Kalman Filtering and Sensor Fusion by Steven Dumble Udemy Course

Theory and C++ Simulation Implementation for Autonomous Vehicles and Self Driving Cars!

As of right now, more than 2020+ people have enrolled in this course and there are over 202+ reviews.

Course Content
Welcome
Introduction
Background Theory
Linear Kalman Filter
Extended Kalman Filter
Unscented Kalman Filter
Filtering in the Real World
Capstone Project
Conclusion

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6. “Autonomous Cars, Drones & Electric Mobility – Top Track 2021” by Feras Naser Udemy Course

“A ZERO to HERO Course on Autonomous Cars, Drones and Electric Mobility. Theory, Simulation and Code Writing.”

As of right now, more than 284+ people have enrolled in this course and there are over 25+ reviews.

Course Content
“Transportation in the 21st Centaury
Electric Cars and Electric Mobility
Drones – UAV in the 21st Centaury
Unmanned Aerial Vehicles Software, Simulation and Control
ِAn Introduction to Autonomous Cars
State Estimation, Localization and Visual Perception
Motion Planning for Self Driving Vehicle
Autonomous Cars Code and Simulation – Practical Section
Innovation Wednesdays
Questions Thursdays”

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7. Autonomous Cars: The Complete Computer Vision Course 2022 by Hoang Quy La Udemy Course

“Learn OpenCV 4, YOLO, road markings and pedestrians detection, and traffic sign classification for self-driving cars”

As of right now, more than 209+ people have enrolled in this course and there are over 23+ reviews.

Course Content
Introduction (New Content)
Activation function
Basic Deep Learning Project (NEW CONTENT ADDED)
Computer vision for Self-driving Cars (NEW CONTENT)
Detection of road markings by OpenCV (New Content)
Road Sign Detection (New Content)
Detecting Pedestrian Project (New Content)
Semantic Segmentation (New Content)
Vehicle Detection (New Content)
Thank you

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8. SOTIF Safety of Intended functionality -automotive ISO 21448 by Suraj Chandwani Udemy Course

ISO 21448 applies to functionality that requires proper situational awareness in order to be safe in absence of fault

As of right now, more than 198+ people have enrolled in this course and there are over 51+ reviews.

Course Content
Coarse Promo
Introduction of trainer
Introduction to SOTIF
Step 1: Accident model
Step 2: Derive UCA
Final step: Causal factor analysis

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9. Autonomous Vehicles: A Complete Guide on Driverless Cars by Wizdom Learning Udemy Course

“A 360-degree view on self-driving vehicles, autonomous technology, trends and applications impacting the driverless tech”

As of right now, more than 51+ people have enrolled in this course and there are over 20+ reviews.

Course Content
What are Autonomous Vehicles
Industry Trends
Levels of Autonomy
Technology Inside the Autonomous vehicle
Risks & Concerns
Future Roadmap

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10. Hema’s ISO 21448 SOTIF -Safety Of The Intended Functionality by Krishna Hema Thota Udemy Course

ISO PAS 21448 – SOTIF – Safety Of The Intended Functionality

As of right now, more than 9+ people have enrolled in this course and there are over 2+ reviews.

Course Content
Introduction – Why SOTIF is introduced even though we have Functional safety?
SOTIF Work Flow and Analysis
Relationship between SOTIF and Functional Safety
Detailed Clause level explanation of SOTIF
Clause wise explanation of SOTIF Part 2
STPA in detail

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Here are some frequently asked questions about learning Autonomous Cars

How Long Does It Take to Learn Autonomous Cars?

The answer to the question “How long does it ttake to learn Autonomous Cars” is … it depends. Everybody has different requirements, and everyone is operating in different situations, so the answer for a single person may be totally different than for somebody else.

Consider these questions: What are you trying to Learn Autonomous Cars for? Where is your beginning point? Are you a newbie or do you have experience with Autonomous Cars? How much can you practice? 1 hour each day? 40 hours weekly? Have a look at this course about Autonomous Cars.

Is Autonomous Cars Easy Or Hard to Learn?

No, learning Autonomous Cars isn’t hard for most people. Check this course on how to Learn Autonomous Cars in no time!

How to Learn Autonomous Cars Fast?

The fastest method to Learn Autonomous Cars is to first get this Autonomous Cars course, then practice whatever you learn whenever you can. Even if its just 15 minutes a day of practice. Consistency is crucial.

Where to Learn Autonomous Cars?

If you want to explore and learn Autonomous Cars, then Udemy provides you the best platform to learn the Autonomous Cars. Check this course on how to Learn Autonomous Cars in no time!