Convolutional Neural Networks, Data Mining and Text Analytics

Leveraging user-generated social media content with text-mining examples

IBM Journey to AI blog

AUGUST 28, 2023

One of the best ways to take advantage of social media data is to implement text-mining programs that streamline the process. What is text mining? Text analysis takes it a step farther by focusing on pattern identification across large datasets, producing more quantitative results.

Convolutional Neural Networks

Convolutional Neural Networks Data Mining Categorization Machine Learning

Dude, Where’s My Neural Net? An Informal and Slightly Personal History

Lexalytics

APRIL 5, 2021

I was out of the neural net biz. Fast-forward a couple of decades: I was (and still am) working at Lexalytics, a text-analytics company that has a comprehensive NLP stack developed over many years. The CNN was a 6-layer neural net with 132 convolution kernels and (don’t laugh!) Hinton (again!)

Neural Network

Neural Network Convolutional Neural Networks Natural Language Processing BERT

Artificial Intelligence Zone

Leveraging user-generated social media content with text-mining examples

Dude, Where’s My Neural Net? An Informal and Slightly Personal History

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