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IST 557 Data Mining: Techniques and Applications

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The IST 557 Data Mining: Techniques and Applications Specialization teaches data processing techniques for each structured knowledge that adapt to a clearly outlined schema, and unstructured knowledge that exists within the type of linguistic communication text. Specific course topics embrace pattern discovery, clustering, text retrieval, text mining and analytics, and knowledge of visual images. The capstone project task is to resolve real-world data processing challenges employing an eating house review knowledge set from yelp.

Skills you'll gain:

1. Data clump Algorithms

2. Text Mining

3. Data visual image (DataViz)

4. Data Mining

5. Data visual image package

6. Tableau package

7. Data Virtualization

8. Information Retrieval (IR)

9. Document Retrieval

10. Machine Learning

11. Recommender Systems

12. Probabilistic Models

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