Professional Certificate in Text Analytics for the Digital Age
-- ViewingNowThe Professional Certificate in Text Analytics for the Digital Age is a vital course that equips learners with essential skills to excel in the modern data-driven world. This program focuses on teaching text analytics techniques, natural language processing, and machine learning algorithms, empowering learners to analyze and derive valuable insights from unstructured data.
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โข Introduction to Text Analytics & Natural Language Processing (NLP)
โข Data Preprocessing for Text Analytics
โข Exploratory Data Analysis in Text Analytics
โข Text Analytics Techniques: Tokenization, Stemming, and Lemmatization
โข Text Vectorization: Bag of Words, TF-IDF, and Word2Vec
โข Sentiment Analysis: Methods and Applications
โข Topic Modeling: Latent Dirichlet Allocation (LDA) and Non-negative Matrix Factorization (NMF)
โข Text Classification: Supervised Learning Approaches
โข Text Analytics in the Digital Age: Use Cases and Best Practices
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