- Scientific Computing
- Session type
- Technical level
Learn how to use python to perform common text analysis and machine learning tasks such as entity recognition, sentiment analysis, product recommendations, etc.
Data mining of text using machine learning is fast becoming an essential part of a programmer's skillset. I'll talk about my experiences performing various text mining tasks using machine learning and statistical techniques. I'll cover the basic mathematical concepts behind techniques such as classification and clustering, and how I used python in creating software which uses these techniques.
I've been developing software for almost 20 years now. Most of it was bulding boiler-plate scalable application server software. However, I spent the last 5 years using ML and AI techniques to make sense out of user generated text. My LI profile: http://in.linkedin.com/in/vijayramachandran