Do not miss the opportunity to specialize with this advanced master’s degree and position yourself with an advantage to access the best Virtual Reality development projects" 

The Virtual Reality and Computer Vision market is in full expansion, requiring more and more professionals with specific qualifications in this field. In recent years, artificial intelligence, another related technology, has brought about a great revolution in the digital world. Its applications range from computer science to health research and the development of tools such as vehicles, robots or video games. 

For this reason, this advanced master’s degree of TECH contains everything expected and required for the computer scientist who wants to lead his career towards the creation and virtualization of realistic or fantasy environments. In this program you will develop your most advanced skills in the field of creation and virtualization of 3D models, while perfecting your skills in the most advanced tools in the industry. In this way, you will be able to lead the most ambitious Virtual Reality and Computer Vision projects. 

Throughout the program, the computer scientist will also analyze how machines process the visual information received and how this information can be used, either to improve the relationship of the machine itself with its own environment or to collect data efficiently. Deep Learning, a field in continuous development, is approached in the program from an innovative and practical perspective. The computer scientist will know the most important frameworks and hardware in this regard, as well as their application in the different fields of action of computer vision. 

In addition, the computer scientists will enjoy TECH's 100% online methodology, specially designed so that they can combine this program with all kinds of jobs or responsibilities, since it adapts to their personal circumstances. This allows you the flexibility to pursue this educational program without fixed schedules or compulsory attendance at physical centers. Therefore, you have the freedom to distribute the educational content according to your own personal obligations, since all the material can be downloaded from any device with internet access.

Get ahead of the rest and enroll in this program to become a true expert in the technologies that are changing the world today"

This advanced master’s degree in Virtual Reality and Computer Vision contains the most complete and up-to-date educational program on the market. The most important features include:

• The development of case studies presented by experts in Virtual Reality and Computer Vision
• 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 in virtual reality, 3D animation and computer vision
• 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

Delve into Artificial Intelligence and Deep Learning to become a reference in the field of Computer Vision, taking advantage of the most advanced technological tools in the sector"

Its teaching staff includes professionals from the field of information technology, who bring to this program the experience of their work, as well as recognized specialists from leading companies and prestigious universities.

The 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 learning experience designed to prepare for real-life situations.

This program is designed around Problem-Based Learning, whereby the student must try to solve the different professional practice situations that arise throughout the program. For this purpose, the professional will be assisted by an innovative interactive video system created by renowned and experienced experts.

Don't be left behind and get to know all the novelties of Virtual Reality and Computer Vision, taking a decisive step in your professional career by including this advanced master’s degree in your CV"

Join the most ambitious projects of consolidated companies such as Valve, Microsoft, Google, Ubisoft or Samsung"

The main objective of this program is to provide the computer scientist with the latest developments in the field of Virtual Reality and Computer Vision, developing and perfecting their professional work with the best tools on the market. Therefore, this program offers a great in-depth knowledge in this field to boost their career towards the best companies in this sector, having a highly versatile and demanded set of knowledge for the most complex projects.

You will reach the best professional positions thanks to the most advanced tools and knowledge in Virtual Reality and Computer Vision provided by this advanced master’s degree"

General Objectives

• Obtain an overview of the devices and hardware used in the computer vision world
• Analyze the different fields in which vision is applied
• Identify where the technological advances in vision are at the moment
• Assess what is being researched and what the next few years hold
• Establish a solid foundation in the understanding of digital image processing algorithms and techniques
• Assess fundamental computer vision techniques
• Analyze advanced image processing techniques
• Introducing the open 3D library
• Analyze the advantages and difficulties of working in 3D instead of 2D
• Introduce neural networks and examine how they work
• Analyze metrics for proper learning
• Analyze existing metrics and tools
• Examine the pipeline of an image classification network
• Analyze semantic segmentation neural networks and their metrics
• Analyze the virtual reality and video game industry
• Develop the most advanced technology to create computer-generated content
• Promote the student's autonomy in the field of video game design
• Study the most avant-garde techniques focused on 3D modeling
• Develop an advanced level of specialization to fit in any animation team
• Broaden specialized knowledge for project management from start to finish
• Analyze the production processes of a video game and its importance for the final product
• Be able to successfully carry out VR projects
• Develop specialized knowledge about the video game industry and its intricacies
• Apply the concepts acquired for the implementation of video games in virtual reality
• Develop specialized knowledge in professional video game programming
• Provide an integrated vision of the production process
• Master the advanced techniques of character creation for video games
• Achieve success during the different development phases of a virtual reality-based video game
• Provide students with technical resources to implement in their developments and productions
• Provide a different vision to the production to make it unique and differentiated
• Obtain the most updated knowledge of the market in reference to virtual reality
• Determine the process of creating virtual reality projects
• Apply virtual reality in different sectors
• Develop virtual reality applications
• Analyze the market to understand what the public demands
• Tackle any virtual reality project for both web and VR devices

Specific Objectives

Module 1. Computer Vision

• Establish how the human vision system works and how an image is digitized
• Analyze the evolution of computer vision
• Evaluate image acquisition techniques
• Generate specialized knowledge about illumination systems as an important factor when processing an image
• Specify what optical systems exist and evaluate their use
• Examine the 3D vision systems and how these systems provide depth to images
• Develop the different existing systems outside the field visible to the human eye

Module 2. Applications and State-of-the-Art

• Analyze the use of computer vision in industrial applications
• Determine how vision is applied in the autonomous vehicle revolution
• Analyze images in content analysis
• Develop Deep Learning algorithms for medical analysis and Machine Learning algorithms for operating room assistance
• Analyze the use of vision in commercial applications
• Determine how robots have eyes thanks to computer  vision and how it is applied in space travel
• Establish what augmented reality is and fields of use
• Analyze the Cloud Computing revolution
• Present the State of the Art and what the coming years have in store for us

Module 3. Digital Image Processing

• Examine commercial and open-source digital image processing libraries
• Determine what a digital image is and evaluate the fundamental operations to be able to work with them
• Introduce image filters
• Analyze the importance and use of histograms
• Present tools to modify images pixel by pixel
• Propose image segmentation tools
• Analyze morphological operations and their applications
• Determine the methodology in image calibration
• Evaluate methods for segmenting images with conventional vision

Module 4. Advanced Digital Image Processing

• Examine advanced digital image processing filters
• Determine contour extraction and analysis tools
• Analyze object search algorithms
• Demonstrate how to work with calibrated images
• Analyze mathematical techniques for geometry analysis
• Evaluate different options in image compositing
• Develop user interface

Module 5. 3D Image Processing

• Examine a 3D image
• Analyze the software used for 3D data processing
• Developing open3D
• Determine the relevant data in a 3D image
• Demonstrate visualization tools
• Establish denoising filters
• Propose Geometric Calculation tools
• Analyze object detection methodologies
• Evaluate triangulation and scene reconstruction methods

Module 6. Deep Learning

• Analyze the families that make up the artificial intelligence world
• Compile the main Frameworks of Deep Learning
• Define neural networks
• Present the learning methods of neural networks
• Fundamentals of cost functions
• Establish the most important activation functions
• Examine regularization and normalization techniques
• Develop optimization methods
• Introduce initialization methods

Module 7. Convolutional Neural Networks and Image Classification

• Generate specialized knowledge on convolutional neural networks
• Establish evaluation metrics
• Analyze the performance of CNNs for image classification
• Evaluate Data Augmentation
• Propose techniques to avoid Overfitting
• Examine different architectures
• Compile inference methods

Module 8. Object Detection

• Analyze how object detection networks work
• Examine traditional methods
• Determine evaluation metrics
• Identify the main datasets used in the marketplace
• Propose architectures of the Two Stage Object Detector type
• Analyze Fine Tuning Methods
• Examine different Single Shoot type architectures
• Establish object tracking algorithms
• Apply detection and tracking of people

Module 9. Image Segmentation with Deep Learning

• Analyze how semantic segmentation networks work
• Evaluate traditional methods
• Examine evaluation metrics and different architectures
• Examine video domains and cloud points
• Apply theoretical concepts through various examples

Module 10. Advanced Image Segmentation and Advanced Computer Vision Techniques

• Generate specialized knowledge on the handling of tools
• Examine Semantic Segmentation in medicine
• Identify the structure of a segmentation project
• Analyze Autoencoders
• Develop Adversarial Generative Networks

Module 11. 3D Computer Graphics

• Perform human-computer interaction according to usability criteria
• Use graphical interfaces for videogame development
• Solve problems in the environment of graphic applications
• Consolidate knowledge and skills that allow the development of computer projects in this field

Module 12. Advanced 3D Modeling

• Master the 3D modeling technique
• Analyze the basics of human and animal anatomy
• Learn the techniques necessary to model any object or character
• Apply textures in an optimal way
• Acquire the necessary skills to work with multidisciplinary teams
• Offer an updated professional vision

Module 13. Advanced Animation and Simulation

• Generate specialized knowledge in key animation programs
• Establish the most relevant aspects of animation
• Control the necessary processes to animate any character
• Enhance the appropriate skills to be able to integrate into any work team
• Develop the fundamental skills for professional animation
• Develop a level of specialization to access the animation industry

Module 14. Creative and Conceptual Development. Project Briefing

• Identify weaknesses in a project in order to address them in time
• Plan and meet deadlines
• Maintaining optimal communication between all parts of the team
• Maintain creativity at the highest level
• Identify project needs
• Achieve a successful launch

Module 15. Video Game Development

• Programming physical behaviors in video games
• Determining the skeleton of a video game
• Control the use of professional engines
• Develop the specific techniques for each type of game
• Handling the most advanced tools to solve any problem
• Develop all types of video games

Module 16. Advanced Unreal Engine

• Generate specialized knowledge on programming techniques
• Develop skills of working in multidisciplinary teams and conflict resolution in development
• Introduce the most popular platforms
• Programming physical behaviors in video games
• Control professional engines
• Determine the specific techniques for each type of game

Module 17. Advanced 3D Unity

• Prioritize the quality of the work
• Prepare any type of realistic animation
• Optimize animations for proper functioning
• Compile the main libraries
• Master animation techniques to manipulate any material
• Solve any incident during the process

Module 18. Creating Cinematics with Sequencer and Niagara

• Bringing cinematic aesthetics to productions
• Add spectacularity to virtual reality productions
• Acquire fluency when producing contents
• Develop specialized knowledge to develop mobile games
• Provide the production team with updated tools
• Integrate the acquired techniques to get the most out of the development

Module 19. Virtual reality

• Develop advanced knowledge of software specialized in virtual reality
• Control the different devices and their utilities
• Examine virtual environments
• Make decisions in real time
• Develop 360º visualizations
• Determine possible applications focused on virtual reality

Module 20. Software for Virtual Reality Development

• Analyze the different VR development softwares
• Determine and meet the specific needs of the VR market
• Apply knowledge of 3D to virtual reality
• Examine augmented reality from the inside

Thanks to this TECH educational program you will achieve all your goals, while becoming a reference computer scientist for the most important companies"