Michael Hou
@brontoai
Lead GenAI Solution Architect
ID: 314320335
https://www.linkedin.com/in/hou8/ 10-06-2011 02:11:52
287 Tweet
3,3K Followers
140 Following
Mastering unstructured #bigdata with machine learning and natural language processing (#NLP). #Java, #Python, Stata, #R etc.. I use a Java-based tool by Stanford NLP Group. Its deep learning for sentiment analysis is useful: stanfordnlp.github.io/CoreNLP/. Note scikit-learn is in #python
Two machine learning methods for sentiment analysis are useful. One is #DeepLearning, for which Stanford NLP Group provides a Java implementation nlp.stanford.edu/sentiment/. Another is #MaxEnt, i.e., maximum entropy, a good classifier for textual #bigdata of brand user generated content.
Jack Ma of Alibaba Group believes that Artificial Intelligence threatens human beings: businesstoday.in/technology/new…. Jack's points seem to be at odds with some of top #AI and machine learning researchers in #bigdata.
Named entity recognition is easy for humans and hard for machines. Correctly recognizing brands, companies and services is critical in marketing research that uses textual #bigdata. CoreNLP by Stanford NLP Group fulfills several advertising research needs well: stanfordnlp.github.io/CoreNLP/