Postgraduate certificate Segmentation with Deep Learning in Computer Vision

Computer Vision is a technological field that has experienced a great growth in recent years. This is due to the exponential take-off ofDeep Learning systems, based on convolutional neural networks. This technique is used in multiple fields to understand, analyze and make decisions based on the content of images in an automated manner. It also has multiple applications ranging from satellite imagery to health diagnostics. This is why more and more professionals in this field are needed to contribute to social progress. In this context, TECH is launching a university program focused on object detection through Deep Learning. In addition, it is taught with a 100% online methodology aimed at the comfort of students.

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

El sistema Relearning de esta capacitación te llevará a avanzar ágilmente en la implementación de un Mas RCNN para detectar objetos en imágenes”

En la rama del Deep Learning, las Métricas de Evaluación constituyen herramientas fundamentales que permiten medir y cuantificar el rendimiento de los modelos de Aprendizaje Automático. De este modo, los profesionales las utilizan con el objetivo de evaluar tanto la eficiencia como calidad de los modelos en la tarea para la que fueron entrenados. A su vez, estos sistemas posibilitan a las compañías monitorear el progreso, identificar tendencias y realizar ajustes continuos destinados a mejorar el rendimiento de sus procedimientos. Así pues, las compañías detectan oportunidad para mejorar su actividad y diferenciarse en el mercado.

Dada su relevancia ascendente, TECH implementa un pionero Postgraduate certificate en Segmentation with Deep Learning in Computer Vision. Su finalidad es que los profesionales adquieran nuevas competencias y herramientas para llevar a cabo proyectos innovadores. Por eso, el plan de estudios proporcionará diversos métodos de medición como el Dice Coefficient y Pixel Accuracy. Asimismo, el temario profundizará en las Funciones de Coste para que los egresados entrenen los modelos de manera efectiva. De forma similar, la capacitación ahondará en la Segmentación en Nubes de Puntos para que los estudiantes obtengan una comprensión precisa de los entornos tridimensionales y faciliten la toma de decisiones informadas.

Dado que esta titulación universitaria se desarrolla a través de una metodología 100% online, los especialistas tendrán la oportunidad de compaginar su puesta al día con el resto de sus obligaciones personales y profesionales. Se trata de una ocasión idónea para que los profesionales cursen un programa de calidad, disponiendo de la flexibilidad tanto para planificar sus horarios como cronogramas evaluativos. Y es que lo único que necesitarán los alumnos es un dispositivo electrónico con acceso a Internet para visualizar el contenido didáctico alojado en la plataforma virtual.

El dominio de la Segmentación con Deep Learning te abrirá numerosas oportunidades laborales en sectores empresariales como la salud, tecnología o automoción”

Este Postgraduate certificate en Segmentation with Deep Learning 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 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

Manejarás con eficacia la arquitectura STFCN y aprovecharás tanto la información espacial como temporal para lograr resultados robustos”

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.

Obtendrás una base sólida para participar en los proyectos de investigación más importantes y desarrollar algoritmos innovadores”

Disfrutarás de un aprendizaje dinámico gracias a las herramientas didácticas de TECH, entre las que destacan vídeos explicativos o casos 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.

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 Segmentation with Deep Learning in Computer Vision

Immerse yourself in the exciting world of computer vision and master advanced image segmentation techniques with the exclusive Postgraduate Certificate in Segmentation with Deep Learning created 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 deep learning algorithms to accurately and efficiently segment images. Through an innovative syllabus, delivered completely online, you will explore the fundamentals of image segmentation, from semantic segmentation, to instance segmentation, to contour segmentation. You will learn how these techniques can divide an image into meaningful regions for further analysis and processing. In addition, you will master the power of deep learning and convolutional neural networks in image segmentation. You will learn how these networks can automatically learn visual features of images and use them to perform accurate and detailed segmentation.

Get qualified with the largest online School of Artificial Intelligence

In this Postgraduate Certificate in Segmentation with Deep Learning in Computer Vision, you will explore advanced architectures and models used in image segmentation such as U-Net, Mask R-CNN and DeepLab. You will discover how these networks can address specific challenges in image segmentation and improve performance in a variety of applications. In addition, you will learn image preprocessing and postprocessing techniques to improve segmentation quality and accuracy. You will discover how to correct image artifacts, improve contrast, and smooth segmentation results for better final results. Finally, you'll delve into the various practical applications of image segmentation in a variety of industries, including medicine, robotics, agriculture, security and more. You'll explore how these technologies are transforming entire industries and creating new opportunities for innovation. Want to learn more? Enroll now and start your journey to excellence in computer vision. We look forward to seeing you!