University certificate
The world's largest artificial intelligence faculty”
Introduction to the Program
Thanks to this 100% online Postgraduate certificate, you will master the fundamentals of Deep Learning and design the most efficient architectures for specific tasks such as sentiment analysis"

Deep Learning is so versatile and offers so many applications that it has become one of the most relevant technologies today. In this sense, professionals use Deep Learning tools to better understand customer behavior and adapt their marketing strategies in order to build customer loyalty. In addition, these models are used to predict consumer preferences based on aspects such as purchase history, website navigation and even ad clicks. In this way, specialists personalize product recommendations and offers for each individual, optimizing their experience while companies increase their conversion rates.
In this scenario, TECH develops a pioneering program in Mathematical Basis of Deep Learning. Thanks to this program, developers will gain a solid understanding of Deep Learning algorithms and implement them to neural network models. The curriculum will delve into essential concepts such as derivatives of linear functions, Backward Pass and parameter optimization. The syllabus will also focus on the use of Supervised Learning machines. Students will nurture their practice with the most innovative models to be used in procedures with labeled data. The syllabus will also emphasize the importance of model training, offering advanced techniques including Online Learning. Thanks to this, graduates will ensure that their devices learn from the data in order to perform activities accurately.
Moreover, the program features the revolutionary Relearning methodology, based on the reiteration of key content and experience, offering simulation cases for a direct approach of professionals with the current challenges in Deep Learning. Students will enjoy a variety of didactic materials in different formats such as interactive videos, complementary readings and practical exercises.
You will master the Batch Learning approach at the world's best digital university according to Forbes"
This Postgraduate certificate in Mathematical Basis of Deep Learning contains the most complete and up-to-date program on the market. The most important features include:
- The development of case studies presented by experts in Mathematical Basis of Deep Learning
- The graphical, schematic and practical contents with which it is conceived gather technological and practical information on those disciplines that are essential for professional practice
- Practical exercises where the self-assessment process can be carried out 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
You will master Decision Tree models to effectively solve you a variety of classification problems in different areas"
The program’s teaching staff includes professionals from the sector who contribute their work experience to this 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.
Do you want to specialize in hyperparameter adjustment? Achieve it with this program in only 300 hours"

With the Relearning system you will focus on the most relevant concepts without having to invest a large amount of study hours"
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 Mathematical Basis of Deep Learning
If you want to immerse yourself in the fascinating and complex world of the mathematical basis of Deep Learning, you've come to the right place. At TECH Global University you will find an innovative Postgraduate Certificate that will help you fulfill your purposes. Designed for professionals who want to understand in depth the underlying principles behind this revolutionary technology, this course will take you through the essential mathematical foundations needed to master Deep Learning. Through an innovative syllabus, delivered completely online, you will explore the fundamental role of linear algebra in Deep Learning. You will learn about matrices, vectors, matrix operations and how they are used in the representation and transformation of data in Deep Learning models. In addition, you will dive into differential calculus and discover how it is applied in the training and optimization of Deep Learning models. You will explore concepts such as derivatives, gradients, chain rules and how they are used in the optimization of loss functions. All of this, will allow you to gain a solid understanding about the mathematical principles underlying this revolutionary technology.
Get qualified with a Postgraduate Certificate in Mathematical Basis of Deep Learning
With this comprehensive TECH program, you will learn about probability and statistical concepts that are fundamental to understanding uncertainty and variability in Deep Learning data and models. You will discover how probability distributions, parameter estimation and hypothesis testing are used in statistical inference and machine learning. You will also explore mathematical optimization techniques that are vital for training Deep Learning models efficiently and effectively. You will learn about optimization algorithms such as stochastic gradient descent and how they are applied to minimize loss functions in the model training process. Finally, you will dive into functional analysis and learning theory, exploring how they relate to Deep Learning model design and analysis. You will learn about concepts such as Hilbert spaces, representation theorems, and generalization in the context of machine learning.Do you want to learn more? Enroll now and start your journey to mastering Deep Learning!