University certificate
The world's largest faculty of engineering”
Why study at TECH?
A university degree with enormous practical application within the Robotics field. Enroll now and advance in your professional career"
With the rapid advancement of technology and the new uses it has within the field of Robotics, there is significant demand for engineering professionals with deep knowledge and creativity to make a change within the Robotics sector. This program is for students who wish to prosper in a growing industry, with the help of a specialized teaching team with a long professional trajectory.
A 100% online program that will allow students to acquire a comprehensive knowledge of Virtual Reality, Augmented Reality and the development of the language that allows human interaction with the robot. Throughout the 6 weeks of this university degree, the engineering professional will learn about the techniques of artificial vision and image synthesis, in addition to finding out more about how to transferring mathematical models from robots to the physical engines commonly found in virtual reality tools.
With this teaching, the student will be able to develop the mechanisms to interact with robots using Natural Language. For this purpose, the most advanced communication interfaces will be analyzed in order to achieve a more friendly interaction with the robot. All this with a curriculum of multimedia didactic resources that can be accessed at any time.
An opportunity offered by TECH to all students who want to make significant progress in their professional careers with a program that allows them to balance their personal responsibilities with a quality education. This flexibility is achieved thanks to the availability of the entire syllabus from day one, the absence of fixed timetable sessions and the ability to download content to be viewed at any time.
A university degree that allows you to progress in your career whilst bringing your own creations to life in virtual environments”
This Postgraduate certificate in Human-Machine Interaction Systems contains the most complete and up-to-date program on the market. The most important features include:
- 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
With the most advanced curriculum in the Robotics sector, available 24/7”
The program’s teaching staff includes professionals from the sector who contribute their work experience to this training 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 professional must try to solve the different professional practice situations that are presented throughout the academic course. For this purpose, the student will be assisted by an innovative interactive video system created by renowned experts.
Explore the possibilities of Deep Learning within this Postgraduate certificate. Enroll now"
Are you interested in building your own business within the e-Health sector? Sign up to learn more about the Lean Start-Up Methodology, and how to do it in a new, more effective way"
Syllabus
This program has been developed by a specialized teaching team that has divided the syllabus into two specific modules where students will learn advanced knowledge in the field of Augmented, Virtual and Mixed Reality applied to Robotics, as well as Communication and Interaction Systems with Robots. The real case studies and video summaries of each topic will be extremely practical and useful for any student looking to advance within this field.
With this Postgraduate certificate, you’ll have the knowledge necessary to shape and improve how robots perceive emotions and feelings”
Module 1. Application to Robotics of Virtual and Augmented Reality Technologies
1.1. Immersive Technologies in Robotics
1.1.1. Virtual Reality in Robotics
1.1.2. Augmented Reality in Robotics
1.1.3. Mixed Reality in Robotics
1.1.4. Difference between Realities
1.2. Construction of Virtual Environments
1.2.1. Materials and Textures
1.2.2. Lighting
1.2.3. Virtual Sound and Smell
1.3. Robot Modeling in Virtual Environments
1.3.1. Geometric Modeling
1.3.2. Physical Modeling
1.3.3. Model Standardization
1.4. Modeling of Robot Dynamics and Kinematics: Virtual Physical Engines
1.4.1. Physical Motors. Typology
1.4.2. Configuration of a Physical Engine
1.4.3. Physical Motors in the Industry
1.5. Platforms, Peripherals and Tools Most Commonly Used in Virtual Reality
1.5.1. Virtual Reality viewers
1.5.2. Interaction Peripherals
1.5.3. Virtual Sensors
1.6. Augmented Reality Systems
1.6.1. Insertion of Virtual Elements into Reality
1.6.2. Types of Visual Markers
1.6.3. Augmented Reality Technologies
1.7. Metaverse: Virtual Environments of Intelligent Agents and People
1.7.1. Avatar Creation
1.7.2. Intelligent Agents in Virtual Environments
1.7.3. Construction of Multi-User Environments for VR/AR
1.8. Creation of Virtual Reality Projects for Robotics
1.8.1. Phases of Development of a Virtual Reality Project
1.8.2. Deployment of Virtual Reality Systems
1.8.3. Virtual Reality Resources
1.9. Creating Augmented Reality Projects for Robotics
1.9.1. Phases of Development of an Augmented Reality Project
1.9.2. Deployment of Augmented Reality Projects
1.9.3. Augmented Reality Resources
1.10. Robot Teleoperation with Mobile Devices
1.10.1. Mixed Reality on Mobile Devices
1.10.2. Immersive Systems using Mobile Device Sensors
1.10.3. Examples of Mobile Projects
Module 2. Robot Communication and Interaction Systems
2.1. Speech Recognition: Stochastic Systems
2.1.1. Acoustic Speech Modeling
2.1.2. Hidden Markov Models
2.1.3. Linguistic Speech Modeling: N-Grams, BNF Grammars
2.2. Speech Recognition: Deep Learning
2.2.1. Deep Neural Networks
2.2.2. Recurrent Neural Networks
2.2.3. LSTM Cells
2.3. Speech Recognition: Prosody and Environmental Effects
2.3.1. Ambient Noise
2.3.2. Multi-Speaker Recognition
2.3.3. Speech Pathologies
2.4. Natural Language Understanding: Heuristic and Probabilistic Systems
2.4.1. Syntactic-Semantic Analysis: Linguistic Rules
2.4.2. Comprehension Based on Heuristic Rules
2.4.3. Probabilistic Systems: Logistic Regression and SVM
2.4.4. Understanding Based on Neural Networks
2.5. Dialogue Management: Heuristic/Probabilistic Strategies
2.5.1. Interlocutor's Intention
2.5.2. Template-Based Dialog
2.5.3. Stochastic Dialog Management: Bayesian Networks
2.6. Dialogue Management: Advanced Strategies
2.6.1. Reinforcement-Based Learning Systems
2.6.2. Neural Network-Based Systems
2.6.3. From Speech to Intention in a Single Network
2.7. Response Generation and Speech Synthesis
2.7.1. Response Generation: From Idea to Coherent Text
2.7.2. Speech Synthesis by Concatenation
2.7.3. Stochastic Speech Synthesis
2.8. Dialogue Adaptation and Contextualization
2.8.1. Dialogue Initiative
2.8.2. Adaptation to the Speaker
2.8.3. Adaptation to the Context of the Dialogue
2.9. Robots and Social Interactions: Emotion Recognition, Synthesis and Expression
2.9.1. Artificial Voice Paradigms: Robotic Voice and Natural Voice
2.9.2. Emotion Recognition and Sentiment Analysis
2.9.3. Emotional Voice Synthesis
2.10. Robots and Social Interactions: Advanced Multimodal Interfaces
2.10.1. Combination of Vocal and Tactile Interfaces
2.10.2. Sign Language Recognition and Translation
2.10.3. Visual Avatars: Voice to Sign Language Translation
A degree that will give you the keys to the Marketplace so that you can project your business in the business paradigm of technology applied to medicine"
Postgraduate Certificate in Human-Machine Interaction Systems
In an increasingly digital world, human-machine interaction plays a fundamental role in the design and development of technological products and services. At TECH Global University, a global leader in distance education, we understand the importance of training professionals capable of designing intuitive, efficient and user-centered human-machine interaction systems. Therefore, we have created our Postgraduate Certificate in Human-Machine Interaction Systems, where you will learn, through self-regulated classes and exclusive multimedia content, the best practices and techniques to design effective and attractive user interfaces.
With our hands-on, project-oriented approach, you will immerse yourself in the world of usability, accessibility, user-centered design and interface evaluation techniques. You'll learn how to design visual and auditory interfaces, use prototyping and design tools, and apply ergonomic design principles. In addition, you will have the opportunity to work in a simulated environment where genuine projects and case studies are analyzed, allowing you to apply your knowledge in real situations and develop valuable technical skills for your future career. If you are looking to excel in the field of human-machine interaction systems, our Postgraduate Certificate in Human-Machine Interaction Systems is the ideal choice for you.