University certificate
The world's largest faculty of engineering”
Description
Be the expert Robotics Engineer that every company wants to have in its team. Enroll now”
Specialize and succeed in the Robotics industry. Take the step and sign up’’
This postgraduate diploma in Robot Visual Perception Systems with Machine Learning contains the most complete and up-to-date program on the market. The most important features include:
- Development of case studies presented by experts in robotic engineering
- The graphic, schematic, and practical contents with which they are created, provide scientific and practical information on the disciplines that are essential for
professional practice - Practical exercises where self-assessment can be used to improve learning
- Its special emphasis on innovative methodologies
- Theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignments
- Content that is accessible from any fixed or portable device with an Internet connection
You have the opportunity to advance in a booming field. Enroll and perfect your knowledge in Artificial Intelligence”
The program’s teaching staff includes professionals from the sector who contribute their work experience to this educational program, as well as renowned specialists from leading societies and prestigious universities.
Its multimedia content, developed with the latest educational technology, will provide the professional with situated and contextual learning, i.e., a simulated environment that will provide an immersive education programmed to learn in real situations.
The design of this program focuses on Problem-Based Learning, by means of which the professionals must try to solve the different professional practice situations that are presented throughout the program. For this purpose, the student will be assisted by an innovative interactive video system created by renowned experts.
The multimedia resource library of this postgraduate diploma provides you with a cutting-edge and highly useful content for your career"
Acquire learning that will lead to the optimal deployment of Neural Networks in Real Applications"
Objectives
This postgraduate diploma provides students during the 6 months of duration an online education that will allow them to specialize in an area where they will be able to develop concrete implementations of artificial intelligence algorithms, apply visual information processing tools or develop the mathematical foundations for kinematic and dynamic modeling of robots. All this thanks to an extensive library of multimedia resources and essential readings to fully master this topic.
Thanks to the simulations of real cases you will acquire useful knowledge to put into practice with your next project in Robotics"
General Objectives
- Understand the mathematical foundations for kinematic and dynamic modeling of robots
- Delve into the use of specific technologies for the creation of robot architectures, robot modeling and simulation
- Generate specialized knowledge on Artificial Intelligence
- Develop the technologies and devices most commonly used in industrial automation
- Identify the limits of current techniques to identify bottlenecks in robotic applications
Specific Objectives
Module 1. Intelligent Agents Applying Artificial Intelligence to Robots and Softbots
- Analyze the biological inspiration of Artificial Intelligence and intelligent agents
- Assess the need for intelligent algorithms in today's society
- Determine the applications of advanced Artificial Intelligence techniques on Intelligent Agents
- Demonstrate the strong connection between Robotics and Artificial Intelligence
- Establish the needs and challenges presented by Robotics that can be solved with Intelligent Algorithms
- Develop concrete implementations of Artificial Intelligence Algorithms
- Identify Artificial Intelligence algorithms that are established in today's society and their impact on daily life
Module 2. Artificial Vision Techniques in Robotics: Image Processing and Analysis
- Analyze and understand the importance of vision systems in robotics
- Establish the characteristics of the different perception sensors in order to choose the most appropriate ones according to the application
- Determine the techniques for extracting information from sensor data
- Apply visual information processing tools
- Design digital image processing algorithms
- Analyze and predict the effect of parameter changes on algorithm performance
- Assess and validate the developed algorithms in terms of results
Module 3. Robot Visual Perception Systems with Machine Learning
- Master the machine learning techniques most widely used today in academia and industry
- Delve into the architectures of neural networks to apply them effectively in real problems
- Reuse existing neural networks in new applications using transfer learning
- Identify new fields of application of generative neural networks
- Analyze the use of learning techniques in other fields of robotics such as localization and mapping
- Develop current technologies in the cloud to develop neural network-based technologies
- Examine the deployment of vision learning systems in real and embedded systems
Access to the most widely used machine learning techniques applied in the industry today”
Postgraduate Diploma in Robot Visual Perception Systems with Machine Learning
Robotics and Artificial Intelligence are technologies that are revolutionizing the world, transforming the way people live and work. In particular, robots equipped with Robot Visual Perception Systems with Machine Learning are changing the way machines interact with the world and humans. These systems enable robots to see and understand their environment efficiently, making them capable of performing complex tasks in unpredictable and dynamic environments. If you want to be at the forefront of this technological revolution and develop skills in the creation of these devices, the Postgraduate Diploma in Robot Visual Perception Systems with Machine Learning is your best ally. Through this program, you will learn the fundamental concepts and the most advanced techniques of visual perception, which will allow you to design and implement effective and efficient systems in robots with machine learning.
Study a prestigious academic program
Through the Postgraduate Diploma in Robot Visual Perception Systems with Machine Learning, you will benefit from the experience and knowledge of experts in the field of Robotics and Artificial Intelligence, since these specialists are responsible for teaching this degree. In addition, the program is designed to adapt to your needs, allowing you to learn at your own pace and in your preferred schedules, since it is taught in a 100% online format. The Postgraduate Diploma is divided into modules that cover different topics related to Robot Visual Perception Systems with Machine Learning. Each of them includes readings, explanatory videos and practical exercises to help you assimilate the concepts you have learned.