Executive Development Programme in NLP for Data Mastery
-- ViewingNowThe Executive Development Programme in NLP for Data Mastery is a certificate course that empowers learners with essential skills for data analysis and leadership. This program combines Neuro-Linguistic Programming (NLP) techniques and data mastery tools to enhance decision-making and communication abilities.
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โข Introduction to NLP: Natural Language Processing (NLP) basics, understanding language data, NLP applications in data analysis
โข Data Mastery: Data preprocessing, data exploration, data visualization, statistical analysis
โข NLP Techniques: Tokenization, stemming, lemmatization, part-of-speech tagging, parsing
โข Text Classification: Supervised learning methods, unsupervised learning methods, feature engineering, model evaluation
โข Named Entity Recognition: Understanding NEs, NER applications, NER algorithms, performance evaluation
โข Sentiment Analysis: Fundamentals of sentiment analysis, sentiment analysis techniques, use cases, evaluation metrics
โข Topic Modeling: Introduction to topic modeling, Latent Dirichlet Allocation (LDA), Non-negative Matrix Factorization (NMF), topic interpretation
โข Word Embeddings: Word embeddings, Word2Vec, GloVe, FastText, applications
โข Deep Learning for NLP: Neural networks, convolutional neural networks, recurrent neural networks, long short-term memory, transformers, applications
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