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Autonomous Robots: Kalman Filter
Rating: 4.3 out of 5(454 ratings)
5,858 students

Autonomous Robots: Kalman Filter

Autonomous Robots are the future. Learn a core skill needed to create a Self-Driving Car!
Last updated 6/2021
English

What you'll learn

  • Proficiency with Kalman Filters.
  • General understanding of the whole robotic software stack.
  • Solve real world problems that self-driving cars or autonomous cars face.

Course content

3 sections18 lectures2h 5m total length
  • Introduction12:30
  • Free Installation Guide1:22
  • Conda Environments4:07
  • What to do if you are still have issues with Python1:24
  • Filtering Basics5:42
  • Kalman Filter Toy Implementation9:44
  • Assignment 1: Intro3:58

    Apply the Kalman filter's prediction using the previous x and delta t, then update with the latest velocity estimate; set previous x and t for the next call.

  • Assignment 1: Solution3:59

Requirements

  • A background interest in software or robotics is encouraged but not required.

Description

Autonomous Robots Are The Future. Learn to Program Them With My Fast, Easy to Understand Course!

For lovers of cars, technology and robotics alike, my online course can teach you how to write the software needed to make a self-driving car work.

Regardless of your experience in coding, by the end of this course you will not only be proficient with Kalman Filters, but you’ll have an understanding of how robotics software works and how to write code in Python.

My goal with every course I make is to meet you where you’re at. You can be completely new to robotics, never having coded a thing in your life, and in only two hours you’ll have the knowledge needed to write a code that is ready to be tested in my custom simulator.

If you are already a coding expert, this in-depth look at how Kalman Filters function will help you diversify your robotics arsenal and level up your confidence in working with autonomous robots.

But this course isn’t just about accumulating knowledge. What sets this apart from other online robotics programs is that I make the process fun. You get to see what the real-life results of your code would look like with a simulated self-driving car. Robotics can (and should) be a field full of exploration, experimentation, fun, and getting your hands dirty. With my courses, I make that a priority, even in an online setting.

Want to see for yourself?

Check out the course to see how you can level up your skills today.

Who this course is for:

  • Anyone who is interested in robotics, self-driving cars, or autonomous vehicles in general.