Certificate in Practical Topic Modeling
-- ViewingNowThe Certificate in Practical Topic Modeling is a comprehensive course designed to equip learners with essential skills in topic modeling, a sought-after technique in data analysis. This course emphasizes the importance of topic modeling in uncovering hidden patterns and insights from large text corpora, making it invaluable in industries such as marketing, finance, and healthcare.
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⢠Introduction to Topic Modeling
⢠Probabilistic Graphical Models
⢠Latent Dirichlet Allocation (LDA)
⢠Implementing LDA in Python & Gensim
⢠Evaluating Topic Models
⢠Non-Negative Matrix Factorization (NMF)
⢠Comparing LDA & NMF
⢠Correlation and Topic Drift
⢠Real-world Applications of Topic Modeling
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