Acquire the tools you need to develop high-level skills in summarizing information with statistics and graphs that accurately capture the conclusion of your data analysis" 

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 Programming for Data Analysis is an exceptional program that challenges the professional by directing their attention to success in this competitive environment based on the possibilities offered by the tools of programming in the data environment. It is a program that has been structured in such a way that the student not only acquires all the knowledge and skills they need, but also presents a unique and stimulating experience that will take them to the top of their professional capacity, becoming a key figure in any company today.

You will learn to identify patterns and techniques appropriate to known problems in data analysis”

Syllabus

The Postgraduate certificate in Programming for Data Analysis at TECH Global University is an intensive program that prepares students to face challenges and strategic decisions in the corporate environment with the programming tools. Therefore, the content of the program is designed to make use of the possible applications of Business Intelligence (BI) in companies.

Throughout 150 hours of preparation, the student analyzes a multitude of practical cases through individual work and teamwork. It is, therefore, an authentic immersion in real business situations.

In this way, this Postgraduate certificate deals in depth with the concept of Business Intelligence to implement it in business management so that it brings positive results to the company, from a disruptive, complete and up-to-date perspective, focused on solving the real needs of the business world. It is designed to train professionals who understand Business Intelligence with a strategic, international and innovative approach. 

A syllabus fully designed for the student, focused on their professional improvement, preparing them to achieve excellence. A program that understands both the needs of the student and the company, through innovative content based on the latest trends, supported by the best educational methodology and an exceptional faculty. 

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

Module 1. Programming for Data Analysis

Where, when and how is it taught?

TECH offers its students the possibility of taking this program completely online. Throughout the six week of training, they will be able to access all the program contents at any time, allowing them to self-manage their own study time.

Module 1. Programming for Data Analysis 

1.1. Programming for Data Analysis

1.1.1. Language for Data Analysis 
1.1.2. Evolution and Characteristics of the Main Tools 
1.1.3. Installation and Configuration 

1.2. Types of Data

1.2.1. Basic Types 
1.2.2. Complex Types 
1.2.3. Other Structures

1.3. Structures and Operations 

1.3.1. Data Operations
1.3.2. Control Structures 
1.3.3. File Operations 

1.4. Data Extraction and Analysis 

1.4.1. Statistical Summaries 
1.4.2. Univariate Analysis 
1.4.3. Multivariate Analysis 

1.5. Visualisation

1.5.1. Univariate Graphs 
1.5.2. Multivariable Graphs
1.5.3. Other Charts of Interest

1.6. Pre-Processing 

1.6.1. The Importance of Data Quality 
1.6.2. Outlier Detection and Analysis 
1.6.3. Other Dataset Quality Factors 

1.7. Advanced Pre-Processing

1.7.1. Subsampling 
1.7.2. Resampling 
1.7.3. Dimensionality Reduction

1.8. Data Modeling  

1.8.1. Modeling Phases 
1.8.2. Division of the Data Set 
1.8.3. Metrics for Prediction 

1.9. Advanced Data Modeling 

1.9.1. Unsupervised Models
1.9.2. Supervised Models 
1.9.3. Libraries for Modeling 

1.10. Tools and Good Practices

1.10.1. Best Practices for Modeling 
1.10.2. The Tools of a Data Analyst 
1.10.3. Conclusion and Bookstores of Interest

You will be an expert in designing the possible applications of Business Intelligence (BI) in the company"