Executive Development Programme in Topic Modeling for Growth
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Course Details
• Introduction to Topic Modeling
• Importance of Topic Modeling for Business Growth
• Types of Topic Modeling: Latent Dirichlet Allocation (LDA), Non-negative Matrix Factorization (NMF), and Correlation Explanation (CorEx)
• Topic Modeling Tools and Techniques: Gensim, Mallet, and MALLET
• Topic Modeling Applications in Business: Market Research, Customer Segmentation, and Content Analysis
• Advanced Topic Modeling: Hierarchical Dirichlet Process (HDP) and Author-Topic Modeling
• Evaluating Topic Modeling Performance: Coherence Score, Perplexity, and Human Judgment
• Case Studies of Successful Topic Modeling Implementation
• Best Practices for Topic Modeling in Business
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Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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