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Introduction to Topic Modeling for Business

In this 2-hour long project-based course, you will learn how to create topic models from a given corpus, relevant to gain business insights. Topic modeling can be applied to business reports, trending topics on social media platforms, or even reviews in e-commerce websites to extract latent themes associated with it. For illustration purposes, the custom dataset to be used in this project is built on articles concerned with Digital Economy. Assume, that an entity is interested to understand what does the term mean, and how the entity could be benefited from it. The method to build a topic model will be divided into the following steps, beginning with data cleaning, visual exploratory analysis with WordCloud, preparation of corpus to build a topic model, and finally, represent the themes with an interactive visualization. This project will lightly cover the basic conceptual framework of topic modeling as a text mining tool (and where can it be used), along with statistical measures to estimate the goodness of a topic model. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

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Length 2 weeks
Effort 2 hours
Starts Dec 7 (6 weeks ago)
Cost $9
From Coursera Project Network via Coursera
Instructor Barsha Saha
Download Videos On all desktop and mobile devices
Language English
Subjects Data Science Business Programming
Tags Data Science Business Machine Learning Business Essentials

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Rating Not enough ratings
Length 2 weeks
Effort 2 hours
Starts Dec 7 (6 weeks ago)
Cost $9
From Coursera Project Network via Coursera
Instructor Barsha Saha
Download Videos On all desktop and mobile devices
Language English
Subjects Data Science Business Programming
Tags Data Science Business Machine Learning Business Essentials

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