Executive Development Programme in NLP for Data Analysts
-- ViewingNowThe 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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โข Introduction to NLP: Understanding the fundamentals of Natural Language Processing, its applications, and potential for data analysis.
โข Data Preprocessing: Techniques for cleaning, preparing, and formatting text data for NLP analysis.
โข Tokenization & Word Embeddings: Learning about tokenization, word embeddings, and their importance in NLP.
โข Sentiment Analysis: Mastering the art of extracting subjective information from text data, enabling analysts to determine the attitude or emotion of the writer.
โข Named Entity Recognition (NER): Understanding how to identify and categorize key information in text, including people, places, and organizations.
โข Topic Modeling: Exploring unsupervised machine learning techniques to discover hidden thematic structures in a text body.
โข Text Classification: Gaining insights into how to classify text data into various categories, enhancing data organization and interpretation.
โข 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.
โข Evaluation Metrics in NLP: Measuring the performance of NLP models with metrics like accuracy, precision, recall, and F1 score.
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