Professional Certificate in ML Design for Software Engineers

-- viendo ahora

The Professional Certificate in ML Design for Software Engineers is a comprehensive course that equips learners with essential skills in machine learning (ML) and artificial intelligence (AI). This program is crucial in today's industry, where ML and AI technologies are in high demand and integrated into numerous products and services.

5,0
Based on 5.797 reviews

3.748+

Students enrolled

GBP £ 140

GBP £ 202

Save 44% with our special offer

Start Now

Acerca de este curso

By enrolling in this course, learners gain hands-on experience in designing, building, and deploying ML models. They master popular ML frameworks, libraries, and tools, including TensorFlow, Keras, and scikit-learn. Moreover, they learn to apply best practices for data preprocessing, feature engineering, model evaluation, and model deployment. Upon completion of this certificate course, learners will be well-prepared to advance their careers in ML and AI development, research, and management. They will possess a competitive edge in the job market, with a deep understanding of ML design principles and practical experience in building ML models.

HundredPercentOnline

LearnFromAnywhere

ShareableCertificate

AddToLinkedIn

TwoMonthsToComplete

AtTwoThreeHoursAWeek

StartAnytime

Sin período de espera

Detalles del Curso

• ML Basics for Software Engineers: Introduction to Machine Learning, Types of Machine Learning, Supervised Learning, Unsupervised Learning, Reinforcement Learning
• Data Preprocessing: Data Cleaning, Data Transformation, Data Reduction, Feature Scaling, Feature Selection, Data Leakage
• Model Selection and Evaluation: Model Selection Criteria, Cross-Validation, Bias-Variance Tradeoff, Overfitting and Underfitting, Model Evaluation Metrics
• Neural Networks and Deep Learning: Perceptron, Activation Functions, Backpropagation, Convolutional Neural Networks, Recurrent Neural Networks
• Natural Language Processing (NLP): Text Preprocessing, Word Embeddings, Sentiment Analysis, Named Entity Recognition, Topic Modeling
• Computer Vision: Image Preprocessing, Object Detection, Image Segmentation, Facial Recognition, Optical Character Recognition
• Recommendation Systems: Collaborative Filtering, Content-Based Filtering, Hybrid Filtering, Evaluation Metrics
• Ethics in ML: Bias and Fairness, Privacy and Security, Explainability and Interpretability, Ethical Considerations in ML Design
• Deployment and Maintenance: Model Deployment, Model Monitoring, Model Retraining, Model Maintenance

Trayectoria Profesional

The UK job market is booming for software engineers interested in machine learning (ML) design. The demand for skilled professionals with ML expertise is soaring, offering exciting career opportunities and competitive remuneration packages. To help you better understand the current trends, here's a 3D pie chart showcasing the hottest ML roles and their respective demand in the UK. **Machine Learning Engineer**: 7500 UK job openings Machine learning engineers focus on designing, building, and implementing machine learning systems. They're responsible for creating algorithms to process large datasets and extract meaningful insights, enabling businesses to make better decisions. **Data Scientist**: 6500 UK job openings Data scientists turn raw data into actionable insights by using statistical methods and machine learning techniques. They're skilled in data mining, data visualization, and predictive modeling, providing valuable information to businesses for strategic planning and growth. **Machine Learning Specialist**: 5500 UK job openings Machine learning specialists develop and apply machine learning models to solve complex real-world problems. They're responsible for selecting the right algorithms, evaluating their performance, and fine-tuning the models to improve accuracy and efficiency. **AI Engineer**: 8000 UK job openings AI engineers create, test, and maintain artificial intelligence systems. They're responsible for integrating AI technologies into existing infrastructure, ensuring seamless functionality and performance. **Deep Learning Engineer**: 9000 UK job openings Deep learning engineers specialize in neural networks, designing and implementing cutting-edge AI solutions. They're responsible for creating complex models that can learn from large amounts of data, enabling advanced automation and AI-driven applications. With such a high demand for ML professionals, now is the perfect time to enhance your skillset and advance your career in this exciting field. By earning a Professional Certificate in ML Design for Software Engineers, you'll gain the knowledge and practical experience needed to secure these lucrative roles and make a real impact in the UK's thriving tech industry.

Requisitos de Entrada

  • Comprensión básica de la materia
  • Competencia en idioma inglés
  • Acceso a computadora e internet
  • Habilidades básicas de computadora
  • Dedicación para completar el curso

No se requieren calificaciones formales previas. El curso está diseñado para la accesibilidad.

Estado del Curso

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

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

Recibirás un certificado de finalización al completar exitosamente el curso.

Por qué la gente nos elige para su carrera

Cargando reseñas...

Preguntas Frecuentes

¿Qué hace que este curso sea único en comparación con otros?

▼

¿Cuánto tiempo toma completar el curso?

▼

WhatSupportWillIReceive

▼

IsCertificateRecognized

▼

WhatCareerOpportunities

▼

¿Cuándo puedo comenzar el curso?

▼

¿Cuál es el formato del curso y el enfoque de aprendizaje?

▼

Tarifa del curso

MÁS POPULAR
Vía Rápida: GBP £140
Completa en 1 mes
Ruta de Aprendizaje Acelerada
  • 3-4 horas por semana
  • Entrega temprana del certificado
  • Inscripción abierta - comienza cuando quieras
Start Now
Modo Estándar: GBP £90
Completa en 2 meses
Ritmo de Aprendizaje Flexible
  • 2-3 horas por semana
  • Entrega regular del certificado
  • Inscripción abierta - comienza cuando quieras
Start Now
Lo que está incluido en ambos planes:
  • Acceso completo al curso
  • Certificado digital
  • Materiales del curso
Precio Todo Incluido • Sin tarifas ocultas o costos adicionales

Obtener información del curso

Te enviaremos información 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
PROFESSIONAL CERTIFICATE IN ML DESIGN FOR SOFTWARE ENGINEERS
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, currículum o CV. Compártela en redes sociales y en tu revisión de desempeño.
SSB Logo

4.8
Nueva Inscripción
→ Ver Curso