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 Postgraduate certificate in Deep Learning in Data Mining has been designed for the agile learning of data mining processes, focusing on the learning part. Structured each topic from the precise to the descriptive. Special focus on the last topics, neural networks and their evolution to deep learning and its applications in the real world. An innovative digital learning system, based on directed reiteration, is applied. Combine pedagogical rigor, academic demand and the latest educational technology to the maximum, providing excellent results.

With the most up-to-date, expertly chosen content you will understand how algorithms work in data mining"

Syllabus

When a company has large amounts of data that exceed the capacity of human analysis, it is necessary to make use of the technologies that are now available in order to interpret, understand and draw conclusions from data in an intelligent way. In other words, large volumes of data require artificial cognitive systems that can help professionals make the best decisions.

Artificial intelligence is the ideal complement to business intelligence in the enterprise environment. Address the process of data mining with a focus on the learning part is the objective of this certificate in Deep Learning in Data Mining.

The study of the different types of learning that exist. As well as the interpretation and evaluation of data for selection and preprocessing. Knowledge of the different types of assemblies, in addition to establishing the foundations of probabilistic reasoning, is part of the syllabus of this program.

Through a secure platform, with the implementation of a 100% online methodology, each of the topics will be developed in depth, chosen in a precise way by a team of expert teachers. Finally, the study of neural networks and their evolution until reaching deep learning and its applications in the real world.

This Postgraduate certificate is developed over 6 week and is divided into 1 module:

Module 1. Data Mining: from Machine Learning to Deep Learning

Where, When and How is it Taught?

TECH offers the possibility of developing this Postgraduate certificate in Data Mining Processing and Transformation completely online. During the 6 weeks of the specialization, the student will be able to access all the contents of this program at any time, which will allow the students to self-manage their study time.

Module 1. Data Mining: from Machine Learning to Deep Learning

1.1. Knowledge from Data (KDD)

1.1.1. Selection
1.1.2. Pre-processing
1.1.3. Transformation
1.1.4. Data Mining
1.1.5. Interpretation and evaluation

1.2. Machine Learning

1.2.1. Supervised Learning
1.2.2. Unsupervised Learning
1.2.3. Reinforcement Learning
1.2.4. Other Learning Paradigms

1.3. Classification of Supervised Learning

1.3.1. Decision Trees
1.3.2. Rules-Based Learning
1.3.3. Support Vector Machines(SVM)
1.3.4. Nearest neighbor algorithms
1.3.5. Metrics

1.4. Regression in Supervised Learning

1.4.1. Linear Regression
1.4.2. Logistic Regression
1.4.3. Non-linear models
1.4.4. Time Series
1.4.5. Metrics

1.5. Clustering in Supervised Learning

1.5.1. Hierarchical Clustering
1.5.2. Distance-based clustering. Partitional
1.5.3. Density-based clustering. Partitional
1.5.4. Metrics

1.6. Association Rules in Supervised Learning

1.6.1. Rules of Association. Measurements
1.6.2. Rule Extraction Methods
1.6.3. Metrics

1.7. Assemblies

1.7.1. Bagging
1.7.2. Random Forests
1.7.3. Boosting

1.8. Probabilistic reasoning

1.8.1. Probabilistic reasoning
1.8.2. Bayesian Networks
1.8.3. Hidden Markov Models

1.9. Artificial Neural Networks

1.9.1. Multilayer Perceptron
1.9.2. Regression and Classification
1.9.3. Gradient Descent
1.9.4. Backpropagation
1.9.5. Activation Functions
1.9.6. Example of feedforward type neural network

1.10. Deep Learning

1.10.1. Feedforward type Deep Neural Networks
1.10.2. Convolutional Neural Networks
1.10.3. Recurrent and Recursive Neural Networks
1.10.4. Tools for programming Deep Neural Networks

Learn more about the advantages of Artificial Intelligence to examine data effectively. And apply it to your business models"