University certificate
The world's largest school of business”
Why study at TECH?
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.
Syllabus
The Postgraduate certificate in Data Analytics through Programming Languages perfectly covers all the needs and professional requirements demanded by the sector. Always thinking about the development of its students, TECH has created this program with the help of an excellent group of experts who will show, in a practical and dynamic way, that students will be able to perform the tasks of exploration, visualization, transformation and analysis of data using Python and R programming languages, focusing on the libraries available to carry out each of them.
Learn in a secure and 100% online environment, the most used Programming Languages in Data Analytics"
Syllabus
The current reality of organizations and the constant scientific and technological advances make it necessary to manage data in a conscientious manner in companies. To analyze large amounts of data is not easy when you do not have the specialized tools and personnel to handle them properly.
This program seeks precisely to provide the professional with the qualities needed to analyze data using programming languages appropriate to each requirement. And it is up to the good professional to go into the details to adjust to the reality of their company or project.
This syllabus has been designed by experts in the area of business analysis, business and finance, which provides specific and quality content for its correct learning by the professional. Who wants to be equipped with the technical knowledge to provide agile solutions in their work environment.
The Postgraduate certificate in Data Analytics through Programming Languages addresses all the theoretical and practical content in a dynamic way. Through various formats distributed in the virtual campus, 100% online. With the support of the teaching team through meeting rooms, forums and private chat.
In only 150 hours or 6 weeks, the aim is to provide students with the ability to design an information extraction flow from a set of data that provides added value. In addition to making a comparison of different languages so that students are able to tackle a problem using the most appropriate tool in each case.
This Postgraduate certificate takes place over 6 weeks and it consists of 1 module:
Module 1. Data Analytics Through Programming Languages
Where, When and How is it Taught?
TECH offers the possibility of developing this Postgraduate certificate in Data Analytics through Programming Languages completely online. During the 6 weeks that the specialization program lasts, the student will be able to access all the contents of this program at any time, which will allow them to manage their own study time.
Module 1. Data Analytics Through Programming Languages
1.1. Python and R
1.1.1. History and characteristics of languages
1.1.2. Python Setup
1.1.3. Installation of R
1.1.4. Other Tools
1.2. Types of Data in Python
1.2.1. Basic Types
1.2.2. Complex Types
1.2.3. Data Operations
1.2.4. Control Structures
1.2.5. File Operations
1.3. Types of Data in R
1.3.1. Basic Types
1.3.2. Complex Types
1.3.3. Data Operations
1.3.4. Control Structures
1.3.5. File Operations
1.4. Information extraction and visualization with Python
1.4.1. Main statistical summaries
1.4.2. Univariate Analysis
1.4.3. Multivariate Analysis
1.5. Information extraction and visualization with R
1.5.1. Main statistical summaries
1.5.2. Univariate Analysis
1.5.3. Multivariate Analysis
1.6. Preprocessing in Python
1.6.1. Outlier detection and analysis
1.6.2. Subsampling and resampling
1.6.3. Dimensionality Reduction
1.7. Preprocessing in R
1.7.1. Outlier detection and analysis
1.7.2. Subsampling and resampling
1.7.3. Dimensionality Reduction
1.8. Modeling in Python
1.8.1. Division of the Data Set
1.8.2. Basic modeling and main libraries
1.8.3. Prediction and evaluation of metrics
1.9. Modeling in R
1.9.1. Division into data sets
1.9.2. Basic modeling and main libraries
1.9.3. Prediction and evaluation of metrics
1.10. Language comparison
1.10.1. Strengths and Weaknesses
1.10.2. Good Practices
1.10.3. Conclusion and Bookstores of Interest
Data is the fuel of commerce. The current situation indicates that you have to know how to analyze it"
Postgraduate Certificate in Data Analytics Through Programming Languages
In the information age, data is the new oil and knowing how to take advantage of it has become an essential skill for success in any field. Based on this, TECH Global University has developed its Postgraduate Certificate in Data Analytics Through Programming Languages. An online postgraduate course created with the highest academic standards that will complement your studies in a dynamic and flexible way. In the syllabus, carefully designed by a team of experts, you will find relevant aspects such as the necessary tools to explore, analyze and visualize data effectively using programming languages such as Python and R. These powerful tools will allow you to extract valuable information and make informed decisions based on evidence.
Learn about data analytics using programming languages
To achieve our goal of being the best online university in the world, we employ innovative methodologies, classes supported by multimedia material and relearning teaching models that together will achieve a dynamic and efficient educational process. As you progress through the program, you will explore the fundamentals of programming, acquiring solid knowledge of data structures, loops, conditionals and functions. In addition, you will dive into data manipulation and data cleansing, learning advanced techniques to properly prepare data prior to analysis. Once you master the fundamentals, you'll move on to more sophisticated data analysis techniques, including statistical modeling, machine learning and data mining. In addition, you'll discover how to apply advanced algorithms and methods to obtain predictive and descriptive information from complex data sets.