Discover the latest developments in Artificial Intelligence and Microbiology with TECH and the most comprehensive program on the market” 

The development of new technologies and their adaptation to the scientific field have made it possible to advance at a dizzying pace in the discovery of techniques and treatments that allow latent and emerging infections to be managed with optimal results. On the other hand, antibiotic resistance and the effort to combine existing knowledge with research to deal with the multiple cases arising from the discovery of new bacterial and viral microorganisms increasingly demand innovative, efficient and effective methods and therapies. Therefore, the innovations in Artificial Intelligence and the multiple applications arising from its use, especially in the management of infectious diseases, make degrees such as this one necessary.  

And to make available to specialists in the pharmaceutical field the most complete and innovative information in this field, TECH developed this Postgraduate certificate. It is an academic experience in which the graduate will be able to update on the latest developments in Artificial Intelligence in Clinical Microbiology and Infectious Diseases through the best theoretical, practical and additional content. Therefore, the program includes the latest trends in AI techniques and other applied technologies, as well as the classification and identification of bacteria in the current clinical context. You will also delve into the most innovative discoveries in bacterial protein decoding, how to handle the latest AI strategies in Microbiology and Public Health and the future lines of research that are currently being considered. 

All this through the best multidisciplinary content: in focus videos, pre-recorded lectures, news, outlines, research articles, abstracts, exercises and much more. Everything will be available in a state-of-the-art Virtual Campus which, in addition to being accessible from any device with an Internet connection, will not have fixed schedules (it will be available 24 hours a day throughout the week). In this way, the graduate will be able to design an academic experience according to their demands and time, accessing the best pedagogical material and with the support of the online faculty. 

You will be able to delve into the most innovative in the use of complementary technologies for the management of infectious diseases” 

This Postgraduate certificate in Artificial Intelligence in Clinical Microbiology and Infectious Diseases contains the most complete and up-to-date scientific program on the market. The most important features include: 

• The development of case studies presented by pharmaceutical experts in microbiological AI and infectious diseases  
• The graphic, schematic and eminently practical contents with which it is conceived gather scientific and practical information on those disciplines that are indispensable 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 be able to access from wherever and whenever you want thanks to its convenient 100% online format” 

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 course. For this purpose, students will be assisted by an innovative interactive video system created by renowned and experienced experts.

Get updated in Machine and Deep Learning through the best theoretical, practical and additional content"

Catch up on the latest findings in epidemiological surveillance and expand your knowledge with TECH"

TECH strives every day to remain at the academic forefront by offering the best programs. Therefore, this Postgraduate certificate in Artificial Intelligence in Clinical Microbiology and Infectious Diseases is a clear example of a complete, comprehensive and innovative program. Through the best theoretical, practical and additional content, the graduate will be able to catch up with the latest trends in AI and Microbiology in just 6 weeks and with the flexibility provided by its convenient 100% online format. 

The Relearning methodology will allow you to catch up in a natural way, without the need to invest extra hours in memorizing” 

Module 1. Artificial Intelligence in Clinical Microbiology and Infectious Diseases

1.1. Artificial Intelligence (AI) in Clinical Microbiology and Infectious Diseases

1.1.1. Current Expectation of AI in Clinical Microbiology
1.1.2. Emerging Areas Interrelated to AI
1.1.3. Transversality of AI

1.2. Artificial Intelligence (AI) Techniques and other Complementary Technologies applied to Clinical Microbiology and Infectious Diseases

1.2.1. AI Logic and Models
1.2.2. Technologies for AI

1.2.2.1. Machine Learning
1.2.2.2. Deep Learning
1.2.2.3. Data Science and Big Data

1.3. Artificial Intelligence (AI) in Microbiology

1.3.1. AI in Microbiology: History and Evolution
1.3.2. AI Technologies that can be Used in Microbiology
1.3.3. Research Objectives of AI in Microbiology

1.3.3.1. Understanding Bacterial Diversity
1.3.3.2. Exploring Bacterial Physiology
1.3.3.3. Investigation of Bacterial Pathogenicity
1.3.3.4. Epidemiological Surveillance
1.3.3.5. Development of Antimicrobial Therapies
1.3.3.6. Microbiology in Industry and Biotechnology

1.4. Classification and Identification of Bacteria using Artificial Intelligence (AI)

1.4.1. Machine Learning Techniques for Bacterial Identification
1.4.2. Taxonomy of Multi-Resistant Bacteria using AI
1.4.3. Practical Implementation of AI in Clinical and Research Laboratories in Microbiology

1.5. Bacterial Protein Decoding

1.5.1. AI Algorithms and Models for Protein Structure Prediction
1.5.2. Applications in the Identification and Understanding of Resistance Mechanisms
1.5.3. Practical Application AlphaFold and Rosetta

1.6. Decoding the Genome of Multi-Resistant Bacteria

1.6.1. Identification of Resistance Genes
1.6.2. Genomic Big Data Analysis: AI-Assisted Sequencing of Bacterial Genomes
1.6.3. Practical Application Identification of Resistance Genes

1.7. Artificial Intelligence (AI) Strategies in Microbiology and Public Health

1.7.1. Infectious Outbreak Management
1.7.2. Epidemiological Surveillance
1.7.3. AI for Personalized Treatments

1.8. Artificial Intelligence (AI) to Combat Antibiotic Resistance in Bacteria

1.8.1. Optimizing Antibiotic Use
1.8.2. Predictive Models for the Evolution of Antimicrobial Resistance
1.8.3. Targeted Therapy Based on Development of New Antibiotics by IA

1.9. Future of Artificial Intelligence in Microbiology

1.9.1. Synergies between Microbiology and IA
1.9.2. Lines of AI Implementation in Microbiology
1.9.3. Long-Term Vision of the Impact of AI in the Fight against Multi-Drug Resistant Bacteria

1.10. Technical and Ethical Challenges in the Implementation of Artificial Intelligence (AI) in Microbiology

1.10.1. Legal Considerations
1.10.2. Ethical and Liability Considerations
1.10.3. Barriers to AI Implementation

1.10.3.1. Technical Barriers
1.10.3.2. Social Barriers
1.10.3.3. Economic Barriers
1.10.3.4. Cybersecurity

The teaching materials of this program, elaborated by these specialists, have contents that are completely applicable to your professional experiences"