Robotics engineering is a fascinating field that draws in bright people who are committed to finding answers to difficult challenges and changing the future of the world because of the high level of competition that exists in this profession and the significant time investment that is necessary to become adept in all of its numerous aspects.
Robotics engineers are well-known for their contributions to the creation of robotic devices that can carry out jobs traditionally associated with humans.
The creation of intelligent machines that can carry out challenging jobs is a perfect example of this concept.
People who have lost limbs can lead lives that are more normal with the use of robotic exoskeletons and prosthetic limbs.
In this article, we will discuss the top online courses that robotics engineers, whether they are just starting in the field or are experienced professionals, may take to improve their knowledge and talents.
Let’s get started, and if you want to learn more, check these out: Best Cloud Computing Courses and Best Cybersecurity Courses.
Reinforcement Learning
A subset of machine learning known as “Reinforcement learning” (RL) is when an agent learns by interacting with its environment. This type of learning is referred to as “learning by doing.” This behaves similarly to how humans would during the learning process. In particular, robots make use of RL through trial-and-error interaction.
The primary goal is to assist in determining whether an algorithm produces a correct answer or a reward indicating a good decision.
You will be able to:
- Learn the methods of exploration and exploitation tradeoffs.
- Understand how value works as a tool for making better decisions in general.
- Implement the Markov decision-making process.
After taking this course with Martha White and Adam White, students will understand the basics of most probabilistic artificial intelligence (AI) and be ready to move on to more advanced courses or use AI tools and ideas in the real world.
Coursera is one of the most well-known online education communities, and it hosts both technical and non-technical classes. Coursera allows users to audit classes for free but charges for a completion certificate. In most cases, these Coursera offerings are meant to be taken as part of a micro-credentialing specialty.
An example of an advanced course is Modern Robotics: Capstone Project, Mobile Manipulation.
Robotics Process Automation specialization
You can effectively complete this course with only 10–15 hours of work each week at a minimum. Through your participation in this training program offered by UiPath, you will gain knowledge of RPA design and development. It consists of six courses that are designed for people who are just starting out and maybe finished in around three months.
Robotic process automation, or RPA, is a software technology that makes it easy to build, deploy, and manage software robots that do the same things humans do while they interact with digital systems and software. This is done in the hopes of lowering expenses while also raising overall efficiency.
Here’s a list of skills you’ll need to master this course:
- The process of fixing, testing, and improving robots
- Excellent coding abilities, particularly in Python.
- To be capable of performing basic processing tasks.
By completing practice problems in RPA training provided by Anuj Srivastava, the student will be able to put the knowledge and abilities gained in the theory portion into practice.
Robot Kinematic Course 2
The study of the connection between the joint coordinates of a robot and its spatial structure is referred to as “Robotic kinematics.” You will gain a deeper understanding of the moments that are caused by using the joints.
In this course taught by Kevin Lynch, you will acquire comprehensive knowledge on:
- Forward kinematics– uses the joint parameters to figure out how the chain is set up.
- Inverse kinematics– turns this calculation around to find the joint parameters that give the desired shape.
- Velocity kinematics– is the branch of classical mechanics that deals with body motion.
- Static force analysis– the force that one surface puts on another when there is no motion between the two surfaces.
Kinematics studies motion without considering forces.
Overall, it has a significant focus on theory, but it does a good job of explaining the key principles.
Robot Dynamic Course 3
In the third course, you will master efficient numerical algorithms for calculating forward dynamics. You will also explore effective numerical techniques for dynamics as part of this course. The instructor is Kevin Lynch.
Forward dynamics is used to determine how something moves based on known internal forces and/or torques, as well as the reaction forces that result.
You will need The book Modern Robotics: Mechanics, Planning, and Control as the basis for this course. The book can be purchased, or the preprint pdf can be downloaded. You’ll create a library using robotics software in your preferred language (e.g., Python, Mathematica, and MATLAB), and then use V-REP to simulate cutting-edge robots from the comfort of your own home. This simulator is completely free and does not require any financial investment.
If you want to work in robotics, concepts, and explanations are very helpful. The course is very useful because almost every step you need to solve a problem is already programmed and given to you. This makes it much easier to understand and use the information in the textbook.
Modern Robotics Certification: Mechanics, Planning, and Control
This introduction to robotics gives a clear and unified view of how robots work, how they are planned, and how they are controlled. It’s perfect for self-study or classes since all you need to know is freshman-level physics, ordinary differential equations, linear algebra, and a little bit about computing.
In Modern Robotics, the most recent methods for capturing a robot’s most important physical characteristics are presented in a manner that is straightforward to grasp.
The instructor, Kevin Lynch, displays each chapter concludes with a variety of exercises for the reader to complete.
Robotics in its modern form is an interdisciplinary field that focuses on the creation of machines that can perform human labor.
On top of the open-source software that is provided, each learner is free to pick whichever programming language best suits their needs. On the list of potential projects is the creation of:
- A robot arm simulator,
- A robot motion planner,
- And software for the trajectory planning and feedback control of a mobile manipulator composed of a wheeled mobile robot and a robot arm.
Every line of code is analyzed and evaluated by the computer that simulates a robot.
