Introduction to the Program

Gracias a este Postgraduate certificate 100% online, dominarás los fundamentos del Deep Learning y diseñarás las arquitecturas más eficientes para tareas específicas como el análisis de sentimientos”

El Aprendizaje Profundo es tan versátil y ofrece tantas aplicaciones que se ha convertido en una de las tecnologías más relevantes en la actualidad. En este sentido, los profesionales usan las herramientas del Deep Learning para entender mejor el comportamiento de los clientes y adaptar sus estrategias de marketing con el fin de fidelizarlos.  Asimismo, estos modelos sirven para predecir las preferencias de los consumidores en función de aspectos como su historial de compra, navegación en la página web e incluso clics en los anuncios. De esta forma, los especialistas personalizan las recomendaciones de productos y ofertas para cada persona, optimizando su experiencia mientras las empresas aumentan sus tasas de conversión. 

En este escenario, TECH desarrolla un pionero programa en Mathematical Basis of Deep Learning. Gracias a esta capacitación, los desarrolladores obtendrán una sólida comprensión sobre los algoritmos de Aprendizaje Profundo y los implementarán a los modelos de redes neuronales. El plan de estudios profundizará en conceptos imprescindibles como las derivadas de funciones lineales, el Backward Pass y la optimización de parámetros. El temario también se enfocará en la utilización de las máquinas del Aprendizaje Supervisado. Los alumnos nutrirán su praxis con los modelos más innovadores para emplearlos en procedimientos que disponen de datos etiquetados.  También el temario incidirá en la importancia del entrenamiento de modelos, ofreciendo técnicas avanzadas entre las que figura el Online Learning. Gracias a esto, los egresados garantizarán que sus dispositivos aprendan de los datos con el fin de realizar actividades de forma precisa. 

Por otra parte, el programa cuenta con la revolucionaria metodología Relearning, fundamentada en la reiteración de contenidos claves y la experiencia, ofreciendo casos de simulación para un acercamiento directo de los profesionales con los retos actuales en materia del Deep Learning. Así los alumnos disfrutarán de una variedad de materiales didácticos en diferentes formatos como vídeos interactivos, lecturas complementarias y ejercicios prácticos.

Manejarás el enfoque del Batch Learning en la mejor universidad digital del mundo según Forbes”

Este Postgraduate certificate en Mathematical Basis of Deep Learning contiene el programa educativo más completo y actualizado del mercado. Sus características más destacadas son: 

  • El desarrollo de casos prácticos presentados por expertos en Bases Matemáticas del Deep Learning
  • Los contenidos gráficos, esquemáticos y eminentemente prácticos con los que está concebido recogen una información tecnológica y práctica sobre aquellas disciplinas indispensables para el ejercicio profesional
  • Los ejercicios prácticos donde realizar el proceso de autoevaluación para mejorar el aprendizaje
  • Su especial hincapié en metodologías innovadoras
  • Las lecciones teóricas, preguntas al experto, foros de discusión de temas controvertidos y trabajos de reflexión individual
  • La disponibilidad de acceso a los contenidos desde cualquier dispositivo fijo o portátil con conexión a internet

Dominarás los modelos de Árboles de Decisión para resolverle con eficacia una variedad de problemas de clasificación en diferentes áreas”

El programa incluye en su cuadro docente a profesionales del sector que vierten en esta capacitación la experiencia de su trabajo, además de reconocidos especialistas de sociedades de referencia y universidades de prestigio. 

Su contenido multimedia, elaborado con la última tecnología educativa, permitirá al profesional un aprendizaje situado y contextual, es decir, un entorno simulado que proporcionará una capacitación inmersiva programada para entrenarse ante situaciones reales. 

El diseño de este programa se centra en el Aprendizaje Basado en Problemas, mediante el cual el profesional deberá tratar de resolver las distintas situaciones de práctica profesional que se le planteen a lo largo del curso académico. Para ello, contará con la ayuda de un novedoso sistema de vídeo interactivo realizado por reconocidos expertos.  

¿Quieres especializarte en el ajuste de hiperparámetros? Lógralo con esta capacitación en solamente 300 horas”

Con el sistema Relearning te focalizarás en los conceptos más relevantes sin tener que invertir una gran cantidad de horas de estudio”

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.  

estudiar tech TECH

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!