Masterclass Certificate in Topic Modeling for the Future of Work
-- ViewingNowThe Masterclass Certificate in Topic Modeling for the Future of Work is a comprehensive course designed to equip learners with essential skills in topic modeling, a critical technique for data analysis in the modern work landscape. This industry-recognized certification focuses on the importance of topic modeling in understanding large-scale data sets and extracting valuable insights, which are increasingly vital for informed decision-making in various industries.
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โข Introduction to Topic Modeling & its Importance in Future Work <br> โข Probabilistic Topic Models: Latent Dirichlet Allocation (LDA) <br> โข Non-Negative Matrix Factorization (NMF) <br> โข Implementing Topic Modeling with Python Libraries: Gensim <br> โข Evaluating & Interpreting Topic Models: Coherence, Perplexity & Visualization <br> โข Advanced Topic Modeling Techniques: Hierarchical Dirichlet Process (HDP) <br> โข Topic Modeling for Text Classification & Sentiment Analysis <br> โข Real-World Applications of Topic Modeling: Market Research, Social Media Analysis, & Content Recommendations <br> โข Ethical Considerations in Topic Modeling <br> โข Capstone Project: Applying Topic Modeling to a Large-Scale Dataset <br>
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