Thanks to this Postgraduate certificate you will master the most advanced graphical data representation tools for your research”

There is no doubt that graphical representations of data allow a more effective communication of research results. Graphics and tables are much easier to understand for the general public than verbal or numerical descriptions of the results, facilitating also a quicker interpretation of the research by other scientists. In addition, data visualization helps to present arguments more persuasively.

However, poorly designed graphics tend to be confusing or even misleading, which can lead to incorrect conclusions. To prevent dental professionals from making these mistakes and to improve their handling of graphic representation, this Postgraduate certificate will take their research to a new level, making it more attractive in terms of visualization.

Therefore, students will analyze in detail the existing types of graphics and the best strategies to reduce dimensionality, comparing the PCA, PPCA and KPCA methods. Students will also delve into the analysis of massive data or binary Regression models.
Without the need to adapt to preset schedules, students will have everything they need in the Virtual Campus. To access it, they will only need a device with Internet connection, which will allow them to enjoy a high level of preparation in Graphical Representations of Data in Medical Research and other Advanced Analyses, a reference in the market with multiple resources.

If you want to go further into the most effective methods to reduce dimensionality in data, this is the degree for you”

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: 

The development of case studies presented by experts in Graphical Representations of Data in Medical Research and other Advanced Analysis
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 

150 hours of academic training with a pioneering study methodology with which, through repetition, you will establish the differences between the PCA, PPCA and KPCA methods”

The program’s teaching staff includes professionals in the field who contribute their work experience to this degree 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.

The design of this program focuses on Problem-Based Learning, by means of which the professional 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 and experienced experts.  

Get up-to-date in the application of ROC Curves to your research"

An essential Postgraduate Certificate to handle multivariate analysis with solvency by means of advanced practical cases"

The syllabus has been meticulously designed with the needs of the students in mind. This has been done from a double perspective. On the one hand, the syllabus addresses the essential elements so that all the keys to Graphical Representations of Data in Medical Research and Other Advanced Analysis are present in the contents. On the other hand, TECH has opted for an extremely flexible format that will allow the dentist to combine it with his professional activity without any problems. 

Only 6 weeks is the time TECH requires to turn you into a researcher with advanced strategies for data graphing”

Module 1. Graphical Representations of Data in Medical 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) 

UMAP, T-SNE, survival analysis... All the fundamental concepts of Graphical Representations of Data in Medical Research and Other Advanced Analysis can be found here”