Executive Development Programme in NLP for Data Analysts
-- viendo ahoraThe Executive Development Programme in NLP for Data Analysts is a certificate course that holds immense importance in today's data-driven world. This programme integrates Natural Language Processing (NLP) and Data Analysis, two of the most in-demand skills in the industry.
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Detalles del Curso
• Introduction to NLP: Understanding the fundamentals of Natural Language Processing, its applications, and potential for data analysis.
• Data Preprocessing: Techniques for cleaning, preparing, and formatting text data for NLP analysis.
• Tokenization & Word Embeddings: Learning about tokenization, word embeddings, and their importance in NLP.
• Sentiment Analysis: Mastering the art of extracting subjective information from text data, enabling analysts to determine the attitude or emotion of the writer.
• Named Entity Recognition (NER): Understanding how to identify and categorize key information in text, including people, places, and organizations.
• Topic Modeling: Exploring unsupervised machine learning techniques to discover hidden thematic structures in a text body.
• Text Classification: Gaining insights into how to classify text data into various categories, enhancing data organization and interpretation.
• Deep Learning for NLP: Delving into deep learning models, such as Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) networks, for advanced NLP applications.
• Evaluation Metrics in NLP: Measuring the performance of NLP models with metrics like accuracy, precision, recall, and F1 score.
Trayectoria Profesional
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.
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Preguntas Frecuentes
Tarifa del curso
- 3-4 horas por semana
- Entrega temprana del certificado
- Inscripción abierta - comienza cuando quieras
- 2-3 horas por semana
- Entrega regular del certificado
- Inscripción abierta - comienza cuando quieras
- Acceso completo al curso
- Certificado digital
- Materiales del curso
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