Data Show and Tell: Exploring Trends in AI Research
Discover insights in AI research. This course will demonstrate a unique project that uses NLP techniques to uncover trends in AI research papers.
What you'll learn
AI research is advancing at an incredible pace, and understanding its trends is key to staying ahead.
In this course, Data Show and Tell: Exploring Trends in AI Research, you'll learn how to analyze metadata from arXiv research papers using advanced topic modeling techniques.
When you're finished with this course, you’ll have the knowledge of how to process text, apply methods for short text analysis, and create visualizations to track the evolution of AI research themes over time.
Table of contents
About the author
Daryle has worked as a data scientist and software engineer for industry giants such as Tesla and Lockheed Martin, as well as companies in the Aerospace and Defense, Consumer Electronics, Health and Wellness, and Renewable Energy sectors. He excels in leveraging machine learning to automate and streamline operations, and has crafted software products spanning the technology spectrum, from web and mobile applications to embedded systems. Amid his ventures in the tech world, Daryle discovered a pr... more