Text Analytics With Python, Cognitive Services & PowerBI | Data Analytics | Community Webinar

At this meetup, presenter Craig Guarraci speaks about how to make sense of unstructured text with Python, MS Cognitive Services & PowerBI. - In this presentation, we'll take a broad look at industry research to see how text analytics and sentiment analysis are used - We'll look at difficulties associated with sentiment analysis - Review Python code examples to call the Microsoft Cognitive Service key phrase and sentiment APIs - Use Power BI to explore text results (beyond just a tag cloud) Supplemental materials: - Code https://avidml.wordpress.com/2016/10/17/make-sense-of-unstructured-text-with-python-microsoft-cognitive-services-powerbi/ - Slides https://avidml.files.wordpress.com/2016/10/textanalytics-sentiment-meetup-presentation1.pdf Table of Contents: 0:00 Introduction 1:52 Agenda 2:41 Text analytics 4:39 Network troubleshooting tickets 8:10 MOOCs 13:39 Sentiment analysis 25:20 The solutions 26:30 The data 27:37 Cognitive keyphrase API 28:02 Keyphrase API overview 30:01 Keyphrase example 33:30 PowerBI schema 37:23 Key phrases API 42:20 Clustering results 44:30 Elbow methods 45:04 Cluster map 45:58 Table sorter -- At Data Science Dojo, we believe data science is for everyone. Our data science trainings have been attended by more than 10,000 employees from over 2,500 companies globally, including many leaders in tech like Microsoft, Google, and Facebook. For more information please visit: https://hubs.la/Q01Z-13k0 💼 Learn to build LLM-powered apps in just 40 hours with our Large Language Models bootcamp: https://hubs.la/Q01ZZGL-0 💼 Get started in the world of data with our top-rated data science bootcamp: https://hubs.la/Q01ZZDpt0 💼 Master Python for data science, analytics, machine learning, and data engineering: https://hubs.la/Q01ZZD-s0 💼 Explore, analyze, and visualize your data with Power BI desktop: https://hubs.la/Q01ZZF8B0 -- Unleash your data science potential for FREE! Dive into our tutorials, events & courses today! 📚 Learn the essentials of data science and analytics with our data science tutorials: https://hubs.la/Q01ZZJJK0 📚 Stay ahead of the curve with the latest data science content, subscribe to our newsletter now: https://hubs.la/Q01ZZBy10 📚 Connect with other data scientists and AI professionals at our community events: https://hubs.la/Q01ZZLd80 📚 Checkout our free data science courses: https://hubs.la/Q01ZZMcm0 📚 Get your daily dose of data science with our trending blogs: https://hubs.la/Q01ZZMWl0 -- 📱 Social media links Connect with us: https://www.linkedin.com/company/data-science-dojo Follow us: https://twitter.com/DataScienceDojo Keep up with us: https://www.instagram.com/data_science_dojo/ Like us: https://www.facebook.com/datasciencedojo Find us: https://www.threads.net/@data_science_dojo -- Also, join our communities: LinkedIn: https://www.linkedin.com/groups/13601597/ Twitter: https://twitter.com/i/communities/1677363761399865344 Facebook: https://www.facebook.com/groups/AIandMachineLearningforEveryone/ Vimeo: https://vimeo.com/datasciencedojo Discord: https://discord.com/invite/tj8ken4Err _ Want to share your data science knowledge? Boost your profile and share your knowledge with our community: https://hubs.la/Q01ZZNCn0 #unstructuredtext #python #powerbi