Explore technology which power Self Driving Cars (AWS DeepRacer)
Understand how to Train, Evaluate and Deploy models on AWS DeepRacer
Showcase this hands-on experience in an interview
Self Driving cars have caught the attention of the automotive world in terms of operational efficiency and value they bring by automating driving. In fact, new age car makers such as Tesla who have reached highest market capitalization in Auto industry in year 2021, have developed technology which is well ahead by few years of traditional known automotive car makers. Technology which powers Self Driving car includes sophisticated algorithms such as deep reinforcement learning and that’s what we shall leverage to build your first self driving car on AWS DeepRacer platform. By the end of this course, not only you shall learn how to build your first self driving car but you could also participate in Amazon’s DeepRacer League. Please note: As part of this course, you would need your AWS Account to complete the course. It would be charged as per your usage of AWS DeepRacer service. However, if you are using AWS DeepRacer for the first time, at the time of creating this course – AWS provides 10 hours of free hours to train or evaluate the model and 5 GB of storage during the first month. Overall you need to use this service within the first 1 month post which you shall be charged.
No background necessary
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Get Started with AWS DeepRacer
Choose the Race Track and Race Type
Tune your Car Engine: Define Hyperparameters for our Training Algorithm
Build your Car Engine: Define the Reward Function
Train your Model
Clone, Tune and Deploy your model on Different track
It's not over - Join the AWS DeepRacer League and be a Star
Avoid Surprise Expense - Delete AWS Resources
Your workspace is a cloud desktop right in your browser, no download required
In a split-screen video, your instructor guides you step-by-step
Are Guided Projects available on desktop and mobile?
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Who are the instructors for Guided Projects?
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.
Can I download the work from my Guided Project after I complete it?
You can download and keep any of your created files from the Guided Project. To do so, you can use the “File Browser” feature while you are accessing your cloud desktop.
How much experience do I need to do this Guided Project?
At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Can I complete this Guided Project right through my web browser, instead of installing special software?
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
What is the learning experience like with Guided Projects?
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.
More questions? Visit the Learner Help Center.