This Postgraduate certificate will allow you to advance unstoppably in your professional growth as a physician specialized in Big Data and its medical applications” 

One of the recent trends in healthcare is the use of Big Data. It is a procedure that is transforming the way medical care is provided, as it serves for the early detection of conditions such as tumors, neurological disorders and even cardiovascular diseases. Therefore, medical personnel use such systems to predict prognoses based on aspects such as genomic data and clinical records of affected individuals. These data are also used in Public Health for the detection of epidemiological outbreaks and the control of infectious diseases such as COVID-19. 

In view of this, TECH will provide healthcare professionals with this very complete study on the implications of Big Data in the healthcare field. A disruptive curriculum that will delve deeper into text processing, offering the most advanced methods for retrieving relevant data. In addition, the didactic materials will provide the keys that will allow the practitioner to evaluate the quality of information analysis. In line with this, the program will address different fundamentals of Data Mining and Machine Learning. 

On the other hand, the only thing students will need to complete this academic itinerary will be an electronic device with an Internet connection. In this way, they will have access to exclusive and rigorous didactic material, without being bound by hermetic schedules or inflexible evaluation chronograms. At the same time, the program will have an unparalleled teaching methodology: Relearning. With this innovative system, of which TECH is a pioneer, it will be possible the global assimilation of the contents through the gradual reiteration of key concepts. 

In addition to all this, the analysis of case studies will enable the graduate to acquire knowledge based on real experiences and the latest scientific evidence.  

You will delve into the collection and preprocessing of medical data to facilitate the interpretation of clinical outcomes”

This Postgraduate certificate in Analysis of Big Data in the Health Sector with Artificial Intelligence contains the most complete and up-to-date scientific program on the market. The most important features include: 

• Development of case studies presented by experts in Artificial Intelligence in Clinical Practice
• 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 the self-assessment process can be carried out 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

Looking to perform quality medical assessments, employing Big Data techniques? Get it through this 6-week program!” 

The program’s teaching staff includes professionals from the sector who contribute their work experience to this specializing 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.   

You will master the most advanced methods to retrieve valuable data and information about your patients after this Postgraduate certificate"

Thanks to the Relearning system used by TECH you will reduce the long hours of study and memorization"

This Postgraduate certificate will provide students with a comprehensive perspective on the application of advanced Big Data techniques for data analysis in the healthcare sector. The syllabus will delve into its essential concepts to gather information efficiently. Likewise, the syllabus will provide the most advanced methods for the recovery of materials, based on data mining and machine learning. Moreover, the didactic contents will address emerging areas together with key aspects such as regulations. The program will also study real case studies to bring the training development closer to clinical practice. 

You will master the most advanced Big Data techniques in the healthcare sector, including Machine Learning Algorithms, thanks to this innovative program” 

Module 1. Analysis of Big Data in the Health Sector with AI

1.1. Fundamentals of Big Data in Healthcare

1.1.1. The Explosion of Data in the Field of Health
1.1.2. Concept of Big Data and Main Tools
1.1.3. Applications of Big Data in Health

1.2. Text Processing and Analysis in Health Data with KNIME and Python

1.2.1. Concepts of Natural Language Processing
1.2.2. Embedding Techniques
1.2.3. Application of Natural Language Processing in Health

1.3. Advanced Methods for Data Retrieval in Health with KNIME and Python

1.3.1. Exploring Innovative Techniques for Efficient Health Data Retrieval
1.3.2. Developing Advanced Strategies for Extracting and Organizing Information in Health Settings
1.3.3. Implementing Adaptive and Customized Data Retrieval Methods for Diverse Clinical Contexts

1.4. Quality Assessment in Health Data Analysis with KNIME and Python

1.4.1. Developing Indicators for the Rigorous Assessment of Data Quality in Health Care Settings
1.4.2. Implementing Tools and Protocols to Ensure the Quality of Data Used in Clinical Analyses
1.4.3. Continuous Assessment of Accuracy and Reliability of Results in Health Data Analysis Projects

1.5. Data Mining and Machine Learning in Health with KNIME and Python

1.5.1. Main Methodologies for Data Mining
1.5.2. Health Data Integration
1.5.3. Detection of Patterns and Anomalies in Health Data

1.6. Innovative Areas of Big Data and AI in Healthcare

1.6.1. Exploring New Frontiers in the Application of Big Data and AI to Transform the Healthcare Sector
1.6.2. Identifying Innovative Opportunities for the Integration of Big Data and AI Technologies in Medical Practices
1.6.3. Developing Cutting-Edge Approaches to Maximize the Potential of Big Data and AI in Healthcare

1.7. Medical Data Collection and Pre-Processing with KNIME and Python

1.7.1. Developing Efficient Methodologies for Medical Data Collection in Clinical and Research Settings
1.7.2. Implementing Advanced Pre-Processing Techniques to Optimize the Quality and Utility of Medical Data
1.7.3. Designing Collection and Pre-Processing Strategies to Ensure Confidentiality and Privacy of Medical Information

1.8. Data Visualization and Communication in Healthcare with PowerBI and Python-like Tools

1.8.1. Designing Innovative Visualization Tools in Health
1.8.2. Creative Communication Strategies in Health
1.8.3. Integrating Interactive Technologies in Health

1.9. Data Security and Governance in the Health Sector

1.9.1. Developing Comprehensive Data Security Strategies to Protect Confidentiality and Privacy in the Health Care Sector
1.9.2. Implementing Effective Governance Frameworks to Ensure Ethical and Responsible Data Management in Medical Settings
1.9.3. Designing Policies and Procedures to Ensure the Integrity and Availability of Medical Data, Addressing Challenges Specific to the Health Sector

1.10. Practical Applications of Big Data in Healthcare

1.10.1. Developing Specialized Solutions to Manage and Analyze Large Datasets in Healthcare Settings
1.10.2. Using Practical Big Data-Based Tools to Support Clinical Decision-Making
1.10.3. Application of Innovative Big Data Approaches to Address Specific Challenges within the Healthcare Sector

Access a world-class educational experience that will elevate your professional horizons. Enroll now!”