TECH is the world’s largest online university. With an impressive catalog of more than 14,000 university programs available in 11 languages, it is positioned as a leader in employability, with a 99% job placement rate. In addition, it relies on an enormous faculty of more than 6,000 professors of the highest international renown.  

Study at the world's largest online university and guarantee your professional success. The future starts at TECH” 

 

The world’s best online university according to FORBES 

The prestigious Forbes magazine, specialized in business and finance, has highlighted TECH as “the world's best online university” This is what they have recently stated in an article in their digital edition in which they echo the success story of this institution, “thanks to the academic offer it provides, the selection of its teaching staff, and an innovative learning method aimed at educating the professionals of the future” 

A revolutionary study method, a cutting-edge faculty and a practical focus: the key to TECH's success.

The most complete study plans on the university scene 

TECH offers the most complete study plans on the university scene, with syllabuses that cover fundamental concepts and, at the same time, the main scientific advances in their specific scientific areas. In addition, these programs are continuously being updated to guarantee students the academic vanguard and the most in-demand professional skills. In this way, the university's qualifications provide its graduates with a significant advantage to propel their careers to success. 

TECH offers the most comprehensive and intensive study plans on the current university scene.

A world-class teaching staff  

TECH's teaching staff is made up of more than 6,000 professors with the highest international recognition. Professors, researchers and top executives of multinational companies, including Isaiah Covington, performance coach of the Boston Celtics; Magda Romanska, principal investigator at Harvard MetaLAB; Ignacio Wistumba, chairman of the department of translational molecular pathology at MD Anderson Cancer Center; and D.W. Pine, creative director of TIME magazine, among others. 

Internationally renowned experts, specialized in different branches of Health, Technology, Communication and Business, form part of the TECH faculty.

A unique learning method 

TECH is the first university to use Relearning in all its programs. It is the best online learning methodology, accredited with international teaching quality certifications, provided by prestigious educational agencies. In addition, this disruptive educational model is complemented with the “Case Method”, thereby setting up a unique online teaching strategy. Innovative teaching resources are also implemented, including detailed videos, infographics and interactive summaries. 

TECH combines Relearning and the Case Method in all its university programs to guarantee excellent theoretical and practical learning, studying whenever and wherever you want.

The world's largest online university 

TECH is the world’s largest online university. We are the largest educational institution, with the best and widest online educational catalog, one hundred percent online and covering the vast majority of areas of knowledge. We offer a large selection of our own degrees and accredited online undergraduate and postgraduate degrees. In total, more than 14,000 university degrees, in eleven different languages, make us the largest educational largest in the world. 

TECH has the world's most extensive catalog of academic and official programs, available in more than 11 languages.

Google Premier Partner 

The American technology giant has awarded TECH the Google Google Premier Partner badge. This award, which is only available to 3% of the world's companies, highlights the efficient, flexible and tailored experience that this university provides to students. The recognition as a Google Premier Partner not only accredits the maximum rigor, performance and investment in TECH's digital infrastructures, but also places this university as one of the world's leading technology companies. 

Google has positioned TECH in the top 3% of the world's most important technology companies by awarding it its Google Premier Partner badge.

The official online university of the NBA 

TECH is the official online university of the NBA. Thanks to our agreement with the biggest league in basketball, we offer our students exclusive university programs, as well as a wide variety of educational resources focused on the business of the league and other areas of the sports industry. Each program is made up of a uniquely designed syllabus and features exceptional guest hosts: professionals with a distinguished sports background who will offer their expertise on the most relevant topics. 

TECH has been selected by the NBA, the world's top basketball league, as its official online university.

The top-rated university by its students 

Students have positioned TECH as the world's top-rated university on the main review websites, with a highest rating of 4.9 out of 5, obtained from more than 1,000 reviews. These results consolidate TECH as the benchmark university institution at an international level, reflecting the excellence and positive impact of its educational model.” reflecting the excellence and positive impact of its educational model.” 

TECH is the world’s top-rated university by its students.

Leaders in employability 

TECH has managed to become the leading university in employability. 99% of its students obtain jobs in the academic field they have studied, within one year of completing any of the university's programs. A similar number achieve immediate career enhancement. All this thanks to a study methodology that bases its effectiveness on the acquisition of practical skills, which are absolutely necessary for professional development. 

99% of TECH graduates find a job within a year of completing their studies.

The content of the Postgraduate certificate in Data Mining Processing and Transformation is tailored to the student's needs. To this end, innovative and essential content will be taught to enhance the analysis skills of computer engineers.

Redirect your engineering career into a managerial role by acquiring the knowledge to achieve it” 

Syllabus

The Postgraduate certificate in Data Mining Processing and Transformation of TECH Global University will become a complete experience that will help students to realize effective and efficient procedures for data processing according to the type of problem presented.

This program has been designed to promote the managerial skills that all computer engineers must possess if they wish to advance in their careers.

For this reason, in each class you will have the opportunity to learn, through case studies, to evaluate the different methodologies presented and identify advantages and disadvantages, and then develop the implementation of algorithms that help this process. In this way, they will complete the program by demonstrating advanced knowledge to clean, normalize and transform information. 

By means of practical cases, students will have a much better understanding of the knowledge imparted. In turn, they will be encouraged to achieve excellence in the field of leadership and management of a technology department in a company. They will understand the needs of the business and be able to propose new and innovative strategies.

This Postgraduate certificate takes place over 6 weeks with 1 module of study: 

Module 1. Data Mining. Selection, Pre-Processing and Transformation

Where, When and How is it Taught?

TECH offers the possibility of developing this Postgraduate certificate in Data Mining Processing and Transformation completely online. Over the course of 6 weeks, you will be able to access all the contents of this program at any time, allowing you to self-manage your study time.

Module 1. Data Mining. Selection, Pre-Processing and Transformation

1.1. Statistical Inference

1.1.1. Descriptive Statistics vs. Statistical Inference 
1.1.2. Parametric Procedures 
1.1.3. Non-Parametric Procedures

1.2. Exploratory Analysis

1.2.1. Descriptive Analysis 
1.2.2. Visualization 
1.2.3. Data Preparation

1.3. Data Preparation

1.3.1. Integration and Data Cleaning 
1.3.2. Normalization of Data 
1.3.3. Transforming Attributes

1.4. Missing Values

1.4.1. Treatment of Missing Values 
1.4.2. Maximum Likelihood Imputation Methods 
1.4.3. Missing Value Imputation Using Machine Learning

1.5. Noise in the Data

1.5.1. Noise Classes and Attributes 
1.5.2. Noise Filtering 
1.5.3. The Effect of Noise

1.6. The Curse of Dimensionality

1.6.1. Oversampling 
1.6.2. Undersampling 
1.6.3. Multidimensional Data Reduction

1.7. From Continuous to Discrete Attributes

1.7.1. Continuous Data Vs. Discreet Data 
1.7.2. Discretization Process

1.8. The Data

1.8.1. Data Selection 
1.8.2. Prospects and Selection Criteria
1.8.3. Selection Methods

1.9. Instance Selection

1.9.1. Methods for Instance Selection 
1.9.2. Prototype Selection 
1.9.3. Advanced Methods for Instance Selection

1.10. Data Pre-processing in Big Data Environments

1.10.1. Big Data 
1.10.2. Classical Versus Massive Pre-processing 
1.10.3. Smart Data

Empower your data mining skills and face new professional challenges”