University certificate
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Introduction to the Program
With this Postgraduate certificate you will be up to date with the incorporations in the methods of graphic representation that complete one of the phases of knowledge transmission"

Scientific research will always depend on tools that give meaning to its results and, without their practical application, they would be of no use. For this reason, specialists in this field must broaden their skills and orient their careers towards multidisciplinary action by applying the latest techniques that have shown the greatest success in scientific development. Graphics are one of the systems that help to transmit information and allow its conversion to data readable to the naked eye.
For this reason, TECH has designed a rigorous and specific Postgraduate certificate in the graphical representation of data in Health Research and other advanced analyses. It is a program that is supported by experienced professionals in Medical Research. The content and structure of this Postgraduate certificate has been created under the approval of specialists to offer, with academic guarantees, the adequate teaching of its contents. Throughout 6 academic weeks, students will be instructed through simulation of real cases and additional material on dimensionality reduction methods, the comparison between PCA, PPCA and KPCA, massive data analysis and binary models, among other issues.
In addition, this program facilitates the study being 100% online and providing the possibility to follow it at any time and from anywhere. Likewise, students can download the contents and have access to the material without Internet access, once the reference guide has been downloaded to their device. A modality that provides all the facilities for those who opt for an education adapted to their needs and value the compatibility with the digital environment without having to do without other activities in their daily life.
TECH will allow you to deepen your knowledge of dimensionality reduction methods from wherever you want, without having to travel or set schedules"
This Postgraduate certificate in Graphical Representations of Data in Medical Research and Other Advanced Analysis 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 Medical Research
- 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
Do you want to stand out from other researchers because of your knowledge? Upgrade them with TECH and you will be able to master all the types of graphs that we will put at your disposal"
The program’s teaching staff includes professionals from the sector who contribute their work experience to this educational program, as well as renowned specialists from leading societies and prestigious universities.
Its multimedia content, developed with the latest educational technology, will provide the professionals with situated and contextual learning, i.e., a simulated environment that will provide an immersive education programmed to learn in real situations.
The design of this program focuses on Problem-Based Learning, by means of which the professionals must try to solve the different professional practice situations that are presented throughout the academic course. For this purpose, the students will be assisted by an innovative interactive video system created by renowned experts.
In the Virtual Campus you will have access to 150 hours of additional high quality material and you will be able to contact directly with the teachers to solve your doubts"

TECH will allow you to deepen your knowledge of dimensionality reduction methods from wherever you want, without having to travel or set schedules"
Syllabus
The content of this Postgraduate certificate has been designed with a professional team, formed by specialists in Medical Research. The module graphical representations of data in health research and other advanced analysis integrates the keys to know the operation of the types of graphs and how to carry out the comparison of methods. In addition, this program is developed in only 6 academic weeks in a comprehensive manner and through didactic contents, which specialists will be able to access offline once they have been downloaded to their device.

With this Postgraduate certificate you will get the practical keys to research work in the real scenario thanks to its teaching team"
Module 1. Graphical Representations of Data in Health Research and Other Advanced Analysis
1.1. Types of Graphs
1.2. Survival Analysis
1.3. ROC Curves
1.4. Multivariate Analysis (Types of Multiple Regression)
1.5. Binary Regression Models
1.6. Massive Data Analysis
1.7. Dimensionality Reduction Methods
1.8. Comparison of Methods: PCA, PPCA and KPCA
1.9. T-SNE (t-Distributed Stochastic Stochastic Neighbor Embedding)
1.10. UMAP (Uniform Manifold Approximation and Projection)

Enroll now in this program that has been designed to suit you and your professional and personal needs and study while developing your current job"
Postgraduate Certificate in Graphical Representations of Data in Medical Research and Other Advanced Analysis
Data interpretation and analysis is a fundamental aspect in medical research and other professional fields that require decision making based on solid evidence. In this sense, the use of graphical representations of data has been consolidated as an essential tool for clear and effective communication of the results obtained. The Postgraduate Certificate in Graphical Representations of Data in Medical Research and other Advanced Analysis of TECH Global University has been designed with the aim of providing students with a solid and updated training in the use of various techniques and tools for data visualization, as well as in the interpretation and analysis of data. This Postgraduate Certificate will deepen the understanding of the different variables and their influence in obtaining results, as well as in the use of multivariate analysis tools.
Data management and analysis is a skill that is becoming increasingly important in various professional fields. In the field of medical research, the proper interpretation and analysis of data is essential for making clinical decisions based on solid evidence, which translates into an improvement in the quality of care provided to patients. In the Postgraduate Certificate in Graphical Representations of Data in Medical Research and other Advanced Analysis, students will be able to develop advanced skills in data management, such as the use of statistical tools for data analysis in clinical studies, time series analysis and longitudinal data analysis. In addition, the use of specialized software for data visualization and the presentation of results will be further developed. All this will enable students to acquire the skills necessary for data management and analysis in various professional settings.
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