Unstructured Text With Python, Microsoft Cognitive Services & PowerBI

Explore the world of unstructured text analysis in this 53-minute conference talk by Craig Guarraci. Dive into industry research on text analytics and sentiment analysis applications. Examine the challenges associated with sentiment analysis and learn to leverage Python code examples for calling Microsoft Cognitive Service key phrase and sentiment APIs. Discover how to utilize Power BI for advanced text result exploration beyond simple tag clouds. Access supplemental materials including code examples and presentation slides to enhance your learning experience. Gain practical insights into network troubleshooting tickets, MOOCs, and popular content analysis. Follow along with hands-on exercises and explore topics such as cognitive keyphrase API, clustering results, and the elbow method. Master techniques for creating cluster maps, table sorters, and working with synonyms to effectively analyze review comments.

Intro
Agenda
What is text analytics
Examples of text analytics
Network troubleshooting tickets
MOOCs
Popular Content
Sentiment Analysis
Exercise
Expectations
The Solution
The Data
Solution Overview
Cognitive Keyphrase API
Keyphrase API Overview
Keyphrase Example
Comments Example
PowerBI Schema
Neutral
Key Phrases
Key Phrases API
Clustering Results
Elbow Method
Cluster Map
Table Sorter
Synonyms
Review Comments