You will incorporate in your daily practice the most innovative techniques of Artificial Intelligence to personalize the user experience and improve their level of satisfaction"

In a highly competitive business environment, companies are challenged to design highly innovative products or services that capture the interest of consumers. In this sense, Artificial Intelligence offers a variety of applications in the field of design, both in terms of efficiency and effectiveness of goods. Its tools can be used to analyze user behavior and preferences in order to customize designs based on the individual needs of each consumer. In this way, companies optimize customer satisfaction and design effectiveness. 

Faced with this reality, TECH creates a pioneering Hybrid professional master’s degree in Artificial Intelligence in Design. Its main objective is to provide designers with the necessary skills to handle emerging technologies such as Machine Learning, Neural Networks or Deep Computer Vision, among others. To achieve this, the academic itinerary will delve into issues ranging from languages for the creation of ontologies to Data Mining or Deep Neural Network Training. In relation to this, the syllabus will include a disruptive module on future trends in Artificial Intelligence, urging students to carry out highly innovative solutions. It should be noted that students will have access to a library full of multimedia resources (including interactive summaries, case studies or explanatory videos) to enjoy a fully dynamic learning experience.  

In addition, this university degree includes a practical internship in a well-known company. During 3 weeks, graduates will be able to apply everything they have learned to a real work scenario, where they will join a multidisciplinary team to offer the most innovative design solutions. In this way they will enjoy a much more direct learning to raise their professional career to the highest level.

You will master Bio-Inspired Computing to optimize designs through algorithms inspired by natural processes such as insect swarming behavior"

This Hybrid professional master’s degree in Artificial Intelligence in Design contains the most complete and up-to-date program on the market. The most important features include:

• Development of more than 100 case studies presented by Artificial Intelligence in Design professionals
• Its graphic, schematic and practical contents provide essential information on those disciplines that are indispensable for professional practice
• A disruptive module on Artificial Intelligence trends
• Presentation of state-of-the-art tools for the development of semantic models
• All of this will be complemented by 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
• Furthermore, you will be able to carry out a internship in one of the best companies

You will master Machine Learning techniques to analyze consumer behavior and preferences, personalizing user experiences"

In this proposal of Hybrid professional master’s degree, of professionalizing character and blended learning modality, the program is aimed at updating design professionals who wish to experience a quality leap in their career through the implementation of Artificial Intelligence in their procedures. The contents are based on the latest scientific evidence, and oriented in a didactic way to integrate theoretical knowledge in nursing practice, and the theoretical-practical elements will facilitate the assimilation of knowledge.

Thanks to its multimedia content elaborated with the latest educational technology, they will allow the design professional a situated and contextual learning, that is to say, a simulated environment that will provide an immersive learning programmed to specialize in real situations. This program is designed around Problem-Based Learning, whereby the professional must try to solve the different professional practice situations that arise throughout the program. For this purpose, students will be assisted by an innovative interactive video system created by renowned and experienced experts.

Take an intensive 3-week stay in a prestigious center and acquire all the knowledge to grow professionally"

The emphasis on real case studies that you will be able to study will help you enormously in the contextualization of the whole program"

Through this university program, designers will be equipped with the most innovative Artificial Intelligence techniques to solve a variety of design problems, including the automatic generation of visual elements. In turn, graduates will handle tools such as Tensorflow with the aim of automatically generating designs and personalizing the user experience. 

You will develop customized Artificial Intelligence models to solve design problems, such as image classification and user sentiment analysis"

General Skills

• Master data mining techniques, including complex data selection, preprocessing and transformation
• Design and develop intelligent systems capable of learning and adapting to changing environments
• Control machine learning tools and their application in data mining for decision making
• Employ Autoencoders, GANs and Diffusion Models to solve specific challenges in Artificial Intelligence
• Implement an encoder-decoder network for neural machine translation
• Apply the fundamental principles of neural networks in solving specific problems
• Use AI tools, platforms and techniques, from data analysis to the application of neural networks and predictive modeling
• Conceive and execute projects that employ generative techniques, understanding their application in industrial and artistic environments
• Use predictive Artificial Intelligence algorithms to anticipate user interactions, enabling proactive and efficient design responses
• Apply Artificial Intelligence techniques to minimize waste in the design process, contributing to more sustainable practices

Specific Skills

• Apply AI techniques and strategies to improve efficiency in the retail sector
• Delve into understanding and application of genetic algorithms
• Implement noise removal techniques using automatic encoders
• Effectively create training data sets for natural language processing (NLP) tasks
• Run grouping layers and their use in Deep Computer Vision models with Keras
• Use TensorFlow features and graphics to optimize the performance of custom models
• Optimize the development and application of chatbots and virtual assistants, understanding their operation and potential applications
• Master reuse of pre-workout layers to optimize and accelerate the training process
• Build the first neural network, applying the concepts learned in practice
• Activate Multilayer Perceptron (MLP) using the Keras library
• Apply data scanning and preprocessing techniques, identifying and preparing data for effective use in machine learning models
• Implement effective strategies for handling missing values in datasets, applying imputation or elimination methods according to context
• Investigate languages and software for the creation of ontologies, using specific tools for the development of semantic models
• Develop data cleaning techniques to ensure the quality and accuracy of the information used in subsequent analyses
• Implement Artificial Intelligence tools in specific design projects, including automatic content generation, optimization and pattern recognition
• Conceive and execute projects that employ generative techniques, understanding their application in industrial and artistic environments
• Use predictive Artificial Intelligence algorithms to anticipate user interactions, enabling proactive and efficient responses in Design
• Develop practical skills to apply AI techniques to improve industrial and design processes
• Apply optimization techniques of microchip architecture using Artificial Intelligence to improve performance and efficiency
• Use algorithms for automatic generation of multimedia content, enriching presentation and visual communication in editorial projects

You will have the best multimedia resources with which you will be able to enrich your learning and put what you have studied into practice in a much easier way”