University certificate
The world's largest artificial intelligence faculty”
Why study at TECH?
You have at your fingertips 6 weeks of intensive, rigorous and current information on the most effective Software Architectures with Artificial Intelligence"
Software Architecture plays a fundamental role in the QA Testing process for multiple reasons. For example, it enables early identification of code problems to save time and resources. It also facilitates test automation, allowing testers to create more efficient and maintainable scripts over time. In addition, these structures ensure stability in order to meet the changing needs of users. IT professionals have the possibility to evaluate how the software behaves under different loads and thus verify its performance.
In this context, TECH launches an exclusive program that will delve into optimization and performance management in tools with Artificial Intelligence. To this end, the curriculum will delve in detail into key concepts, among which are: scalability, maintainability and performance. Likewise, the syllabus will analyze the most innovative tools for large-scale data storage. In addition, students will explore programming algorithms to solve problems and calculate results. The program will also highlight how to secure web applications to prevent cyber-attacks.
The university program brings together in 150 teaching hours the most advanced information for designing large-scale systems. To this end, the teaching staff has developed a university proposal with numerous didactic materials that include interactive summaries, case studies and infographics. In addition, thanks to the Relearning method, the students will be able to consolidate key concepts and reduce the hours spent memorizing. They will also have greater freedom to self-manage the time they spend accessing the syllabus, since this program presents a 100% online methodology. Students taking this program only need a cell phone,tabletor computer with an Internet connection to access the Virtual Campus. Therefore, professionals have before them an ideal option to keep abreast of advances in this field through an avant-garde university proposal.
Looking to delve into large-scale data warehousing? This university program will provide you with the most sophisticated tools to achieve it"
This Postgraduate certificate in Definition of Artificial Intelligence Software Architectures contains the most complete and up-to-date program on the market. The most important features include:
- The development of practical cases presented by experts in Artificial Intelligence in programming
- 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'll delve into the most effective strategies for secure software development in web applications. And only in 150 hours thanks to this program!"
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 learn 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 during the academic year For this purpose, the students will be assisted by an innovative interactive video system created by renowned and experienced experts.
Thanks to the Relearning method, you will not have to spend long hours studying and memorizing"
TECH adapts to your schedule, that's why it has designed a flexible and 100% online program"
Syllabus
This Postgraduate certificate will delve into the fundamental aspects of Software Architecture. Therefore, the curriculum will delve into factors such as performance, stability and maintainability. The curriculum will analyze the design of large-scale systems, while focusing on the storage of massive data with an approach based on Artificial Intelligence. In line with this, the teaching materials will provide students with state-of-the-art algorithms and data structures. Furthermore, the program will address key design patterns and encourage secure development practices to specialize highly competent computer scientists.
You will integrate into your computing practice the latest programming algorithms for product development using Machine Learning"
Module 1. Software Architecture with AI
1.1. Optimization and Performance Management in AI Tools
1.1.1. Performance Analysis and Profiling in AI Tools
1.1.2. Algorithm Optimization Strategies and AI Models
1.1.3. Implementation of Caching and Parallelization Techniques to Improve Performance
1.1.4. Tools and Methodologies for Continuous Real-Time Performance Monitoring
1.2. Scalability in AI Applications
1.2.1. Design of Scalable Architectures for AI Applications
1.2.2. Implementation of Partitioning and Load Distribution Techniques
1.2.3. Workflow and Workload Management for Scalable Systems
1.2.4. Strategies for Horizontal and Vertical Expansion in Variable Demand Environments
1.3. Maintainability of AI Applications
1.3.1. Design Principles to Facilitate Maintainability in AI Projects
1.3.2. Specific Documentation Strategies for AI Models and Algorithms
1.3.3. Implementation of Unit and Integration Tests to Facilitate Maintenance
1.3.4. Methods for Refactoring and Continuous Improvement in Systems with AI Components
1.4. Design of Large-Scale Systems
1.4.1. Architectural Principles for the Design of Large-Scale Systems
1.4.2. Decomposition of Complex Systems into Microservices
1.4.3. Implementation of Specific Design Patterns for Distributed Systems
1.4.4. Strategies for Complexity Management in Large-Scale Architectures with AI Components
1.5. Large-Scale Data Warehousing for AI Tools
1.5.1. Selection of Scalable Data Warehousing Technologies
1.5.2. Designing Database Schemas for Efficient Management of Large Data Volumes
1.5.3. Partitioning and Replication Strategies in Massive Data Storage Environments
1.5.4. Implementation of Data Management Systems to Ensure Integrity and Availability in AI Projects
1.6. Data Structures with AI
1.6.1. Adaptation of Classical Data Structures for Use in AI Algorithms
1.6.2. Designing and Optimizing Specific Data Structures for Machine Learning Models
1.6.3. Integration of Efficient Data Structures in Data Intensive Systems
1.6.4. Strategies for Real-Time Data Manipulation and Storage in AI Data Structures
1.7. Programming Algorithms for AI Products
1.7.1. Development and Implementation of Application-Specific Algorithms for AI Applications
1.7.2. Algorithm Selection Strategies according to Problem Typwe and Product Requirements
1.7.3. Adaptation of Classical Algorithms for Integration into Artificial Intelligence Systems
1.7.4. Evaluation and Comparison of Performance between Different Algorithms in AI Development Contexts
1.8. Design Patterns for AI Development
1.8.1. Identification and Application of Common Design Patterns in Projects with AI Components
1.8.2. Development of Specific Patterns for the Integration of Models and Algorithms into Existing Systems
1.8.3. Pattern Implementation Strategies for Improving Reusability and Maintainability in AI Projects
1.8.4. Case Studies and Best Practices in the Application of Design Patterns in AI Architectures
1.9. Implementation of Clean Architecture
1.9.1. Fundamental Principles and Concepts of Clean Architecture
1.9.2. Adaptation of Clean Architecture to Projects with AI Components
1.9.3. Implementation of Layers and Dependencies in Systems with Clean Architecture
1.9.4. Benefits and Challenges of Implementing Clean Architecture in AI Software Development
1.10. Secure Software Development in Web Applications with AI
1.10.1. Principles of Security in Software Development with AI Components
1.10.2. Identifying and Mitigating Potential Vulnerabilities in AI Models and Algorithms
1.10.3. Implementation of Secure Development Practices in Web Applications with Artificial Intelligence Functionalities
1.10.4. Strategies for the Protection of Sensitive Data and Prevention of Attacks in AI Projects
A high-intensity program that will allow our students to advance quickly and efficiently in their learning. Enroll now!”
Postgraduate Certificate in Definition of Artificial Intelligence Software Architectures
Defining software architectures with artificial intelligence (AI) involves establishing the structure and technical design that will enable the effective integration of intelligent systems in applications and services. Would you like to specialize in this field? TECH Global University has the ideal option for you: the Postgraduate Certificate in Definition of Artificial Intelligence Software Architectures. This program, taught completely online, will equip you with the essential skills to design advanced software architectures, driven by the power of artificial intelligence. Here, you will explore methodologies and best practices for designing next-generation software architectures. You will learn how to effectively integrate artificial intelligence to optimize the performance, scalability and efficiency of your applications. In addition, you will discover how to incorporate intelligent algorithms into your software architectures. From decision making to process optimization, you will acquire the ability to integrate machine learning algorithms and advanced AI techniques into your projects.
Get qualified at the largest online School of Artificial Intelligence
To achieve our goal of being the world's best online university, we employ innovative methodologies, classes supported by multimedia material and Relearning teaching models that together will achieve a dynamic and efficient educational process. Get ready to lead the revolution in the definition of software architectures with our Postgraduate Certificate. Acquire cutting-edge skills and contribute to the development of smarter and more efficient applications. Here, you will learn how to build software systems that scale efficiently. AI can play a crucial role in optimizing scalability, so you'll explore how to design architectures that dynamically adapt to user demands. Finally, you will dive into integrating AI-based services into your architecture. You will discover how to use cloud services (natural language processing and pattern recognition) to leverage the capabilities of your applications. Enroll now, your journey towards mastering software architectures with AI starts here!