Identify Trending Machine Learning Topics in Science With Topic Modeling
Last Updated on July 25, 2023 by Editorial Team
Author(s): Konstantin Rink
Originally published on Towards AI.
Using BERTopic to identify the most important ML topics
This member-only story is on us. Upgrade to access all of Medium.
Photo by Christopher Burns on Unsplash
Topic modeling has become a popular technique in the field of Machine Learning (ML), particularly in the area of Natural Language Processing (NLP). This article shows how to leverage topic modeling to identify trending ML topics in science.
Since 2022 has just passed, let’s use this opportunity to apply topic modeling on publication metadata from 2022 to see how well trending ML topics in science can be identified. To check if the results are reasonable, the top 4 identified topics are compared with the topics… Read the full blog for free on Medium.
Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.
Published via Towards AI
Towards AI Academy
We Build Enterprise-Grade AI. We'll Teach You to Master It Too.
15 engineers. 100,000+ students. Towards AI Academy teaches what actually survives production.
Start free — no commitment:
→ 6-Day Agentic AI Engineering Email Guide — one practical lesson per day
→ Agents Architecture Cheatsheet — 3 years of architecture decisions in 6 pages
Our courses:
→ AI Engineering Certification — 90+ lessons from project selection to deployed product. The most comprehensive practical LLM course out there.
→ Agent Engineering Course — Hands on with production agent architectures, memory, routing, and eval frameworks — built from real enterprise engagements.
→ AI for Work — Understand, evaluate, and apply AI for complex work tasks.
Note: Article content contains the views of the contributing authors and not Towards AI.
Related posts
Recent Posts
