University certificate
The world's largest faculty of information technology”
Introduction to the Program
Delve into API data reading and advanced application development with NumPy and Pandas with TECH, the best digital university in the world according to Forbes"

In a business context marked by competitiveness, Advanced Techniques and Practical Applications in NumPy and Pandas are of great use to organizations. One of the main reasons for this is that by using advanced techniques (such as vectorized operations), companies save time and resources in the analysis of large data sets. As a result, institutions make data-driven decisions more quickly and accurately. In addition, these tools enable companies to better understand their customers' preferences and deliver personalized experiences. This increases user satisfaction and retention.
Faced with this reality, TECH is launching a Postgraduate certificate that will provide the most effective performance optimization and data warehousing strategies. For this reason, the syllabus will delve into the techniques of advanced data transformation in Pandas, taking into account the restructuring of DataFrames. The syllabus will also deal with data pivoting, carrying out Reshape and transposition processes. Likewise, the didactic materials will analyze time series in Pandas, so that students can appreciate trends and seasonality. On the other hand, performance optimization tactics will be offered to improve speed and efficiency. Finally, the module will conclude with practical projects that integrate the techniques learned, providing students with the opportunity to apply their skills in real use scenarios.
All this, through didactic material based on video summaries of each topic, videos in detail, complementary readings and case studies to which you will have access, comfortably, whenever and wherever you want. Students taking this program will only need an electronic device with an Internet connection to view, at any time of the day, the content hosted on the virtual platform.
You will apply the most effective strategies for solving complex data problems by studying this comprehensive program"
This Postgraduate certificate in Advanced Techniques and Practical Applications in NumPy and Pandas contains the most complete and up-to-date educational program in the market. Its most notable features are:
- The development of practical cases presented by experts in Python Development
- The graphic, schematic and practical contents of the book provide theoretical and practical information on those disciplines that are essential for professional practice.
- Practical exercises where self-assessment can be used to improve learning.
- Its special emphasis on innovative methodologies
- Theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignments
- Content that is accessible from any fixed or portable device with an Internet connection
Thanks to the revolutionary Relearning methodology, you will integrate all the knowledge in an optimal way to successfully achieve the results you are looking for"
The program’s teaching staff includes professionals from the field who contribute their work experience to this educational program, as well as renowned specialists from leading societies and prestigious universities.
The multimedia content, developed with the latest educational technology, will provide the professional with situated and contextual learning, i.e., a simulated environment that will provide immersive education programmed to learn in real situations.
This program is designed around Problem-Based Learning, whereby the professional must try to solve the different professional practice situations that arise during the academic year For this purpose, the students will be assisted by an innovative interactive video system created by renowned and experienced experts.
You will develop advanced automation techniques to carry out your cleaning processes"

You will achieve efficiency in data storage and ensure data security and privacy"
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.
Postgraduate Certificate in Advanced Techniques and Practical Applications in NumPy and Pandas
Discover the fascinating world of advanced data manipulation with the Postgraduate Certificate in Advanced Techniques and Practical Applications in NumPy and Pandas, offered by TECH Global University. Dive into the heart of programming with Python and hone your skills in efficient data management for analysis and decision making. Today, the ability to work with large data sets is essential in the field of computer science. Our program is designed to take you beyond the basics, exploring advanced techniques in NumPy and Pandas, two fundamental libraries in the arsenal of any data scientist or developer. TECH, the world's largest online university is proud to offer this course as an online course, giving you the flexibility to tailor your studies to your schedule. Connect from anywhere and take advantage of the opportunity to learn from expert instructors regardless of your geographic location.
Learn data science and programming languages from the best
In this course, you'll dive into advanced data manipulation techniques with NumPy, enhancing your ability to perform mathematical and statistical operations efficiently. In addition, you'll explore practical applications of Pandas, honing your skills in analyzing data and preparing information for complex computing projects. TECH Global University instructors will guide you through case studies, providing you with the practical skills necessary to meet real-world challenges in the field of computer science. By the end of the course, you will not only have acquired advanced knowledge in NumPy and Pandas, but you will also be prepared to apply these skills in your professional career. Boost your career in computer science with this online Postgraduate Certificate. Enroll now and take your data processing skills to the next level!