Data and artificial intelligence are tomorrow. By learning about them you will be part of a technological transformation project" 

Why Study at TECH?

TECH is the world's largest 100% online business school. It is an elite business school, with a model based on the highest academic standards. A world-class centre for intensive managerial skills training.   

TECH is a university at the forefront of technology, and puts all its resources at the student's disposal to help them achieve entrepreneurial success"

At TECH Global University

Innovation

The university offers an online learning model that combines the latest educational technology with the most rigorous teaching methods. A unique method with the highest international recognition that will provide students with the keys to develop in a rapidly-evolving world, where innovation must be every entrepreneur’s focus.

"Microsoft Europe Success Story", for integrating the innovative, interactive multi-video system.  

The Highest Standards

Admissions criteria at TECH are not economic. Students don't need to make a large investment to study at this university. However, in order to obtain a qualification from TECH, the student's intelligence and ability will be tested to their limits. The institution's academic standards are exceptionally high...  

95% of TECH students successfully complete their studies.

Networking

Professionals from countries all over the world attend TECH, allowing students to establish a large network of contacts that may prove useful to them in the future.  

100,000+ executives trained each year, 200+ different nationalities.

Empowerment

Students will grow hand in hand with the best companies and highly regarded and influential professionals. TECH has developed strategic partnerships and a valuable network of contacts with major economic players in 7 continents.  

500+ collaborative agreements with leading companies.

Talent

This program is a unique initiative to allow students to showcase their talent in the business world. An opportunity that will allow them to voice their concerns and share their business vision. 

After completing this program, TECH helps students show the world their talent. 

Multicultural Context

While studying at TECH, students will enjoy a unique experience. Study in a multicultural context. In a program with a global vision, through which students can learn about the operating methods in different parts of the world, and gather the latest information that best adapts to their business idea. 

TECH students represent more than 200 different nationalities.   

Learn with the best

In the classroom, TECH teaching staff discuss how they have achieved success in their companies, working in a real, lively, and dynamic context. Teachers who are fully committed to offering a quality specialization that will allow students to advance in their career and stand out in the business world. 

Teachers representing 20 different nationalities. 

TECH strives for excellence and, to this end, boasts a series of characteristics that make this university unique:   

Analysis

TECH explores the student’s critical side, their ability to question things, their problem-solving skills, as well as their interpersonal skills.  

Academic Excellence

TECH offers students the best online learning methodology. The university combines the Relearning method (a postgraduate learning methodology with the highest international rating) with the Case Study. A complex balance between tradition and state-of-the-art, within the context of the most demanding academic itinerary.  

TECH is the world’s largest online university. It currently boasts a portfolio of more than 10,000 university postgraduate programs. And in today's new economy, volume + technology = a ground-breaking price. This way, TECH ensures that studying is not as expensive for students as it would be at another university.  

At TECH, you will have access to the most rigorous and up-to-date case studies in the academic community”

The content of the Postgraduate certificate in Design and Development of Intelligent Systems in Data Science will become a stimulating and motivating path for the computer engineer. Therefore, there is unique knowledge to develop the maximum capabilities of the student in search of a salary or professional improvement.

Be confident in your skills and you will grow in your job by implementing new technological strategies"

Syllabus

The Postgraduate certificate in Design and Development of Intelligent Systems in Data Science of TECH Global University, will become a complete experience that will help students to generate specialized knowledge about the tools used in this field.

This will be approached from the perspective of a technology department manager. Therefore, the students will develop critical thinking skills that will favor their entrepreneurial advancement.

For this reason, in each class you will have the opportunity to analyze the different types of machine learning techniques and the metrics used to score the quality of these models. In addition, you will learn the basics of deep learning, understanding the scientific evidence that supports it as an excellent alternative for process improvement.

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. Design and Development of Intelligent Systems

A unique, key, and decisive educational experience to boost your professional development and make the definitive leap"

Where, When and How is it Taught?

TECH offers the possibility of developing this Postgraduate certificate in Design and Development of Intelligent Systems in Data Science 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. Design and Development of Intelligent 

1.1. Data Pre-Processing 

1.1.1. Data Pre-Processing 
1.1.2. Data Transformation 
1.1.3. Data Mining

1.2. Machine Learning

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

1.3. Classification Algorithms

1.3.1. Inductive Machine Learning 
1.3.2. SVM and KNN 
1.3.3. Metrics and Scores for Ranking

1.4. Regression Algorithms

1.4.1. Lineal Regression, Logistical Regression and Non-Lineal Models 
1.4.2. Time Series 
1.4.3. Metrics and Scores for Regression

1.5. Clustering Algorithms

1.5.1. Hierarchical Clustering Techniques 
1.5.2. Partitional Clustering Techniques 
1.5.3. Metrics and Scores for Clustering

1.6. Association Rules Techniques

1.6.1. Methods for Rule Extraction 
1.6.2. Metrics and Scores for Association Rule Algorithms

1.7. Advanced Classification Techniques. Multiclassifiers 

1.7.1. Bagging Algorithms 
1.7.2. Random “Forests Sorter” 
1.7.3. “Boosting” for Decision Trees

1.8. Probabilistic Graphical Models

1.8.1. Probabilistic Models 
1.8.2. Bayesian Networks. Properties, Representation and Parameterization 
1.8.3. Other Probabilistic Graphical Models

1.9. Neural Networks.

1.9.1. Machine Learning with Artificial Neural Networks 
1.9.2. Feedforward Networks

1.10. Deep Learning

1.10.1. Deep Feedforward Networks 
1.10.2. Convolutional Neural Networks and Sequence Models 
1.10.3. Tools for Implementing Deep Neural Networks

Intelligent systems learn through neural networks similar to human ones. Learning to program one will help you boost your job profile"