Postgraduate certificate Convolutional Networks and Image Classification in Computer Vision

Convolutional Networks are completely transforming the way image data is processed in the field of Computer Vision. These architectures are extremely efficient in a wide range of tasks, ranging from image segmentation to anomaly detection or facial recognition. However, as they are still an emerging technology, they present a number of challenges for practitioners. For example, they require a large amount of computational resources to run the models. Aware of this reality, TECH presents a university program that will delve into this subject and allow professionals to overcome the obstacles that arise during the development of their respective projects. Also, it the academic itinerary is taught in a 100% online convenient format.

University certificate

Duration

6 weeks

Modality

Online

Schedule

At your own pace

Exams

Online

Start date

Credits

6 ECTS

Financing up to

3 months

Price (first year)

See price

The world's largest artificial intelligence faculty”

Introduction to the Program

Dominarás el Transfer Learning y optimizarás el rendimiento de los modelos en nuevas tareas, gracias a este programa basado en el sistema del Relearning”

El campo de la Clasificación de Imágenes en Visión Artificial está en constante expansión, ya que es habitual que surjan nuevas técnicas o herramientas tecnológicas orientadas a optimizar sus procesos. Ante esta coyuntura, los especialistas necesitan más que nunca mantenerse a la vanguardia de los adelantos que se producen en esta rama. También requieren obtener habilidades avanzadas que les permitan incorporarlos adecuadamente a su praxis diaria. Solamente así serán capaces de ofrecer tanto a sus clientes como empresas soluciones innovadoras que satisfagan sus necesidades.

Por ello, TECH implementa un Postgraduate certificate en Convolutional Networks and Image Classification in Computer Vision que abordará los avances más recientes en esta disciplina. La titulación universitaria profundizará en las consideraciones prácticas para el entrenamiento de CNN, atendiendo a factores como la selección del optimizador. Asimismo, el temario analizará con minuciosidad las principales prácticas del Deep Learning para que los alumnos mejoren el rendimiento de los modelos al permitir que sus capas se afinen. También el plan de estudios hará hincapié en la importancia del testeo del pipeline de entrenamiento, ya que sirve tanto para identificar fallos como para validar la reproducibilidad de los resultados.

Cabe destacar que, al tratarse de una capacitación 100% online, los estudiantes tendrán la facilidad de poder cursarlo con comodidad dónde y cuándo quieran. En este sentido, lo único que necesitarán es un dispositivo electrónico con acceso a Internet para ingresar en el Campus Virtual (sirviendo su propio móvil o Tablet). De esta forma, el alumnado disfrutará de una experiencia educativa repleta de contenidos dinámicos, como resúmenes interactivos o casos de estudio. Sin duda, una modalidad acorde al tiempo actual, con todas las garantías para que los egresados aprovechen las oportunidades que ofrece un sector tecnológico elevadamente demandado. Y todo ello con la guía de un cuadro docente formado por expertos en Visión Artificial, que resolverá todas las dudas que puedan plantearse durante su estudio.

Una capacitación diseñada para ayudarte afrontar tanto los retos actuales como futuros en el Visión Artificial”

Este Postgraduate certificate en Convolutional Networks and Image Classification in Computer Vision contiene el programa educativo más completo y actualizado del mercado. Sus características más destacadas son:

El desarrollo de casos prácticos presentados por expertos en deep learning, informática y visión artificial
Los contenidos gráficos, esquemáticos y eminentemente prácticos con los que está concebido recogen una información científica 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

La creciente importancia de la Visión Artificial convierte a este Postgraduate certificate en una apuesta segura que te permitirá elevar tus horizontes profesionales”

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.

Una titulación universitaria que incorpora casos prácticos en la Clasificación de Imágenes, que te sumergirá en la realidad de una profesión llena de oportunidades”

Un plan de estudios hecho a tu medida y diseñado bajo la metodología pedagógica más efectiva: el Relearning”

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 Convolutional Networks and Image Classification in Computer Vision

Delve into the exciting world of computer vision and master advanced image classification techniques with the Postgraduate Certificate in Convolutional Networks and Image Classification in Computer Vision developed by TECH Global University. Designed for students and professionals with a passion for technological innovation, this program offers a deep dive into the use of convolutional networks to accurately and efficiently analyze and classify images. Through an innovative online syllabus, you will explore the fundamentals of convolutional networks, from their basic principles to their structure and operation. You will learn how these networks can automatically learn visual features of images and use them to perform classification tasks with high accuracy. In addition, you will master advanced convolutional network architectures and models used in computer vision. From AlexNet and VGG, to ResNet and EfficientNet, this course will provide you with an in-depth understanding of the latest innovations in the field and how to apply them to real-world image classification problems.

Get qualified with a Postgraduate Certificate in Convolutional Networks and Image Classification in Computer Vision

Through a robust and interactive 100% online learning, we'll turn you into a high-profile expert to tackle the biggest challenges in the field. Here, you'll learn image preprocessing and feature extraction techniques to improve the performance of convolutional networks. You will discover how to improve the quality of input data and how to identify and select the most relevant features for accurate image classification. In addition, you will dive into the process of training and tuning convolutional network models. You will learn how to prepare training datasets, how to tune model hyperparameters, and how to evaluate model performance using key evaluation metrics. Finally, you will discover the various practical applications of convolutional networks in a variety of industries, including medicine, agriculture, manufacturing, security and more. You'll explore how these technologies are transforming entire industries and creating new opportunities for innovation. Enroll now and start your journey to excellence in computer vision!