A complete and cutting-edge program that will allow you to advance in a progressive and complete way, from the comfort of your home” 

The combination of Innovation in Design Processes and Machine Learning offers numerous opportunities to improve efficiency, creativity and quality in various disciplines. For example, Artificial Intelligence automatically generates multiple design options based on specific parameters or objectives. This enables designers to explore a variety of ideas efficiently to discover highly creative solutions. In tune with this, these advanced tools analyze market data for emerging trends, opportunities and demands. Therefore, organizations carry out innovation processes while adapting to changing market conditions.

Given this reality, TECH implements a Postgraduate certificate in Innovation in Design Processes and Artificial Intelligence. The curriculum will focus on the detailed analysis of how Machine Learning impacts and transforms Design processes, highlighting fundamental areas such as environmental impact simulation and Internet of Things (IoT) integration. The teaching materials will delve into the creation of virtual prototypes, using the most sophisticated tools of Cognitive Computing. Professionals will get a comprehensive view of how these technologies revolutionize the way designs are conceptualized, developed and executed.

In this way, TECH has devised a rigorous university program, supported by the innovative method of Relearning. This educational methodology is based on the repetition of fundamental concepts, guaranteeing a complete assimilation of the contents. In this way, students will have a progressive and natural learning process, without making the extra effort of memorizing. Accessibility will also be key, since only an electronic device with an Internet connection (such as a cell phone, computer or tablet) will be required to access the material, at any time and in any place, which will free students from the need to attend in person or comply with fixed schedules.  

You'll drive personalization and precise tailoring to consumers' specific needs to make their experiences more satisfying” 

This Postgraduate certificate in Innovation in Design Processes and Artificial Intelligence contains the most complete and up-to-date program on the market. The most important features include:

• The development of case studies presented by experts in Design Process Innovation and AI 
• The graphic, schematic and practical contents of the book provide technical and practical information on those 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 will drive effective complex problem solving, bridging the gap between human creativity and the analytical power of Artificial Intelligence” 

The program’s teaching staff includes professionals from the field who contribute their work experience to this educational program, as well as renowned specialists from leading societies 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 immersive education programmed to prepare for real situations.

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

You will contribute to the evolution of products and services, generating a positive impact on end-user satisfaction"

You will enjoy a learning system based on repetition, with a natural and progressive teaching throughout the entire syllabus"

This program will equip graduates with the necessary skills to lead innovation through Artificial Intelligence tools. The curriculum will delve into the simulation of environmental impact, the integration of the Internet of Things (IoT) and predictive analytics in the design process. The curriculum will emphasize the analysis of materials and performance, keeping in mind the Artificial Intelligence algorithms. In addition, the didactic materials will highlight the relevance of predictive maintenance in extending the useful life of products. This will allow professionals to evaluate both the accuracy and effectiveness of these models in industrial environments. 

A program that will challenge conventional boundaries and invite you to explore the unlimited potential of Artificial Intelligence in the field of Design” 

Module 1. Innovation in Design and AI Processes 

1.1. Optimization of Manufacturing Processes with AI Simulations 

1.1.1. Introduction to Manufacturing Process Optimization 
1.1.2. AI Simulations for Production Optimization 
1.1.3. Technical and Operational Challenges in Implementing AI Simulations 
1.1.4. Future Perspectives: Advances in Process Optimization with AI 

1.2. Virtual Prototypes Creation: Challenges and Benefits 

1.2.1. Importance of Virtual Prototyping in Design 
1.2.2. Tools and Technologies for Virtual Prototyping 
1.2.3. Challenges in Virtual Prototyping and Strategies for Overcoming Them 
1.2.4. Impact on Design Innovation and Agility 

1.3. Generative Design: Applicability in Industry and Artistic Creation 

1.3.1. Architecture and Urban Planning 
1.3.2. Fashion and Textile Design 
1.3.3. Design of Materials and Textures 
1.3.4. Automation in Graphic Design 

1.4. Materials and Performance Analysis using Artificial Intelligence 

1.4.1. Importance of Materials and Performance Analysis in Design 
1.4.2. Artificial Intelligence Algorithms for Material Analysis 
1.4.3. Impact on Design Efficiency and Sustainability 
1.4.4. Implementation Challenges and Future Applications 

1.5. Mass Customization in Industrial Production 

1.5.1. Transformation of Production through Mass Customization 
1.5.2. Enabling Technologies for Mass Customization 
1.5.3. Logistical and Scale Challenges of Mass Customization 
1.5.4. Economic Impact and Innovation Opportunities 

1.6. Artificial Intelligence-Assisted Design Tools (Deep Dream Generator, Fotor and Snappa) and Snappa) 

1.6.1. Gan-Generation Aided Design (Generative Adversarial Networks) 
1.6.2. Collective Generation of Ideas 
1.6.3. Context-Aware Generation 
1.6.4. Exploration of Non-Linear Creative Dimensions 

1.7. Human-Robot Collaborative Design in Innovative Projects 

1.7.1. Integration of Robots in Innovative Design Projects 
1.7.2. Tools and Platforms for Human-Robot Collaboration (ROS, OpenAI Gym and Azure Robotics) 
1.7.3. Challenges in Integrating Robots in Creative Projects 
1.7.4. Future Perspectives in Collaborative Design with Emerging Technologies 

1.8. Predictive Maintenance of Products: AI Approach 

1.8.1. Importance of Predictive Maintenance in Extending Product Lifetime 
1.8.2. Machine Learning Models for Predictive Maintenance 
1.8.3. Practical Implementation in Various Industries 
1.8.4. Evaluation of the Accuracy and Effectiveness of These Models in Industrial Environments 

1.9. Automatic Generation of Typographies and Visual Styles 

1.9.1. Fundamentals of Automatic Typeface Generation in Typeface Design 
1.9.2. Practical Applications in Graphic Design and Visual Communication 
1.9.3. AI-Assisted Collaborative Design in the Creation of Typefaces 
1.9.4. Exploration of Automatic Styles and Trends 

1.10. IoT Integration to Monitor Products in Real-Time 

1.10.1. Transformation with the Integration of IoT in Product Design 
1.10.2. Sensors and IoT Devices for Real-Time Monitoring 
1.10.3. Data Analytics and IoT-Based Decision-Making  
1.10.4. Implementation Challenges and Future Applications of IoT in Design 

Thanks to this 100% online program, you will deepen your knowledge of Human-Robot Collaborative Design and launch innovative projects”