Undergraduate Certificate in Machine Learning Semi-Supervised Learning

-- viendo ahora

The Undergraduate Certificate in Machine Learning: Semi-Supervised Learning is a career-enhancing course designed to equip learners with essential skills in machine learning. This certificate program focuses on semi-supervised learning, a powerful approach that combines both unsupervised and supervised learning techniques, enabling machines to learn from limited labeled data.

4,0
Based on 5.002 reviews

5.965+

Students enrolled

GBP £ 140

GBP £ 202

Save 44% with our special offer

Start Now

Acerca de este curso

The course is vital in today's data-driven world, where the demand for machine learning professionals continues to grow. By completing this certificate, learners will gain a competitive edge, developing a strong foundation in machine learning algorithms, data analysis, and predictive modeling. These skills are essential for various career paths, including data science, artificial intelligence, and research roles, empowering learners to excel in their professions and positively impact the world.

HundredPercentOnline

LearnFromAnywhere

ShareableCertificate

AddToLinkedIn

TwoMonthsToComplete

AtTwoThreeHoursAWeek

StartAnytime

Sin perรญodo de espera

Detalles del Curso

โ€ข Introduction to Machine Learning · Overview of supervised, unsupervised, and
semi-supervised learning, common algorithms, and applications.
โ€ข Data Preprocessing · Data cleaning, normalization, and feature engineering.
โ€ข Semi-Supervised Learning Fundamentals · Introduction to SSL techniques,
advantages, and limitations.
โ€ข Self-training · Pseudo-labeling, entropy-based methods, and confidence
thresholding.
โ€ข Multi-view Training · Co-training, multi-view bootstrapping, and
tri-training.
โ€ข Graph-based Semi-Supervised Learning · Graph construction, label
propagation, and graph-based SSL algorithms.
โ€ข Deep Semi-Supervised Learning · Semi-supervised deep learning models,
generative adversarial networks (GANs), and deep belief networks (DBNs).
โ€ข Evaluation Metrics for Semi-Supervised Learning · Accuracy, precision,
recall, F1 score, and area under the curve (AUC).
โ€ข Real-World Applications of Semi-Supervised Learning · Case studies
highlighting the use of SSL in industries such as healthcare, finance, and
marketing.

Trayectoria Profesional

The Undergraduate Certificate in Machine Learning Semi-Supervised Learning offers exciting opportunities in the UK job market. As a graduate, you can explore various roles that benefit from your new skillset. Let's dive into some of the popular career paths and their respective market trends. - **Data Scientist (35%)** Data Scientists are in high demand, as they help organizations make data-driven decisions and solve complex problems. With your semi-supervised learning background, you will be able to contribute to the development of advanced machine learning models and predictive analytics. - **Machine Learning Engineer (30%)** Machine Learning Engineers create and maintain machine learning systems. Your undergraduate certificate will provide a solid foundation in building and optimizing machine learning models, making you an attractive candidate for these roles. - **Software Developer (20%)** As a Software Developer, you will utilize your programming skills and understanding of machine learning algorithms to build robust and scalable applications. The certificate will enhance your value to potential employers and help you specialize in developing intelligent systems. - **Data Analyst (15%)** Data Analysts process and interpret complex datasets to support business decisions. With your semi-supervised learning skills, you will be able to tackle challenging data analysis tasks and provide valuable insights to organizations. Join the Undergraduate Certificate in Machine Learning Semi-Supervised Learning program and unlock a world of opportunities in the ever-evolving data science landscape. The UK job market eagerly awaits professionals with these in-demand skills.

Requisitos de Entrada

  • Comprensiรณn bรกsica de la materia
  • Competencia en idioma inglรฉs
  • Acceso a computadora e internet
  • Habilidades bรกsicas de computadora
  • Dedicaciรณn para completar el curso

No se requieren calificaciones formales previas. El curso estรก diseรฑado para la accesibilidad.

Estado del Curso

Este curso proporciona conocimientos y habilidades prรกcticas para el desarrollo profesional. Es:

  • No acreditado por un organismo reconocido
  • No regulado por una instituciรณn autorizada
  • Complementario a las calificaciones formales

Recibirรกs un certificado de finalizaciรณn al completar exitosamente el curso.

Por quรฉ la gente nos elige para su carrera

Cargando reseรฑas...

Preguntas Frecuentes

ยฟQuรฉ hace que este curso sea รบnico en comparaciรณn con otros?

ยฟCuรกnto tiempo toma completar el curso?

WhatSupportWillIReceive

IsCertificateRecognized

WhatCareerOpportunities

ยฟCuรกndo puedo comenzar el curso?

ยฟCuรกl es el formato del curso y el enfoque de aprendizaje?

Tarifa del curso

MรS POPULAR
Vรญa Rรกpida: GBP £140
Completa en 1 mes
Ruta de Aprendizaje Acelerada
  • 3-4 horas por semana
  • Entrega temprana del certificado
  • Inscripciรณn abierta - comienza cuando quieras
Start Now
Modo Estรกndar: GBP £90
Completa en 2 meses
Ritmo de Aprendizaje Flexible
  • 2-3 horas por semana
  • Entrega regular del certificado
  • Inscripciรณn abierta - comienza cuando quieras
Start Now
Lo que estรก incluido en ambos planes:
  • Acceso completo al curso
  • Certificado digital
  • Materiales del curso
Precio Todo Incluido โ€ข Sin tarifas ocultas o costos adicionales

Obtener informaciรณn del curso

Te enviaremos informaciรณn detallada del curso

Pagar como empresa

Solicita una factura para que tu empresa pague este curso.

Pagar por Factura

Obtener un certificado de carrera

Fondo del Certificado de Muestra
UNDERGRADUATE CERTIFICATE IN MACHINE LEARNING SEMI-SUPERVISED LEARNING
se otorga a
Nombre del Aprendiz
quien ha completado un programa en
London School of International Business (LSIB)
Otorgado el
05 May 2025
ID de Blockchain: s-1-a-2-m-3-p-4-l-5-e
Agrega esta credencial a tu perfil de LinkedIn, currรญculum o CV. Compรกrtela en redes sociales y en tu revisiรณn de desempeรฑo.
SSB Logo

4.8
Nueva Inscripciรณn