Big Data, Convolutional Neural Networks and Text Analytics

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

IBM Journey to AI blog

AUGUST 28, 2023

Text classification: Useful for tasks like sentiment classification, spam filtering and topic classification, text classification involves categorizing documents into predefined classes or categories. In the age of big data, companies are always on the hunt for advanced tools and techniques to extract insights from data reserves.

Data Mining

Data Mining Convolutional Neural Networks 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. We had entered the time of big data and the need for algorithms that could work with it. 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

Webinars

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