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Testing the Robustness of LSTM-Based Sentiment Analysis Models

John Snow Labs

Understanding the IMDB Dataset and Sentiment Analysis The Internet Movie Database (IMDB) dataset, which contains a wealth of movie reviews and ratings, is a great setting for sentiment analysis. The provided code demonstrates the structure of an LSTM-based sentiment analysis model.

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Recommender Systems: Content-based, Social recommendations and Collaborative filtering

Federico Cargnelutti

Social recommendations Social-networking technologies allow for a new level of sophistication whereby users can easily receive recommendations based on the shows that other people within their social network have ranked highly, providing a more personal level of recommendations than are achieved using a newspaper or web site.

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Recommender Systems: Content-based, Social recommendations and Collaborative filtering

Federico Cargnelutti

Social recommendations Social-networking technologies allow for a new level of sophistication whereby users can easily receive recommendations based on the shows that other people within their social network have ranked highly, providing a more personal level of recommendations than are achieved using a newspaper or web site.

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Five World-Changing Software Innovations

LeanEssays

There have been some impressive advances in software technology since Y2K: 1. Mobile Apps The Cloud In 2003 Nicholas Carr’s controversial article “IT Doesn’t Matter” was published in Harvard Business Review. Individual teams were responsible for their own data, code, infrastructure, reliability, and customer satisfaction.

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Customer Experience is a Team Sport

IDC

CX improvement must become a top initiative for CMOs or marketing will be the proverbial canary in the coal mine – the first to be blamed if the pipeline erodes due to customers’ poor experience. A film production company assembles a tiger team to produce a movie. The CMO’s conundrum? Marketing can’t do this alone.

Sport 81
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The End of Silicon Valley as We Know It?

O'Reilly Media - Ideas

And it has long been known that inequality and caste are corrosive to social stability and predict the fate of nations. But one thing is certain: the inventions we most urgently need will take us in a very different direction than the consumer internet and social media revolution that is coming to an unsightly end.

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How to Conduct User Interviews for UX Research and Product Development

Altexsoft

Use social media to find users via “friends of friends” and widen the pool. For productivity software, watch out for students and freelancers in parks and libraries. Here, you already have a sketch of a product to show clients, a prototype or an MVP, perhaps even an alpha version of the software. It has tons of films and series.

UI/UX 71