The IMDB dataset
In this example, we’ll work with the IMDB dataset: a set of 50,000 highly polarized reviews from the Internet Movie Database. They’re split into 25,000 reviews for...
Podcast: Play in new window | DownloadSubscribe: Spotify | TuneIn | Lord Martin Rees is a cosmologist and astrophysicist at Cambridge University and co-founder of the Centre for the...
Training a convnet with a small dataset
Having to train an image-classification model using very little data is a common situation, which you’ll likely encounter in practice if you ever...
Podcast: Play in new window | DownloadSubscribe: Spotify | TuneIn | Oriol Vinyals is the Research Director and Deep Learning Lead at DeepMind. Please support this podcast by checking...
Overview
In this post, we’ll review three advanced techniques for improving the performance and generalization power of recurrent neural networks. By the end of the section, you’ll know most of...
Podcast: Play in new window | DownloadSubscribe: Spotify | TuneIn | Brian Armstrong is the CEO of Coinbase. Please support this podcast by checking out our sponsors:– Audible: https://audible.com/lex–...
Newbury Building Society has cut fixed-rate offers by up to 30 basis points across a range of mortgage products including standard residential, shared...
What a difference a year makes.While the mortgage industry has been purchase loan-heavy for several years now, it could finally be starting to shift.A...
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Pandas is one of the most popular data manipulation and analysis tools available, known for its ease of use and powerful...
Podcast: Play in new window | DownloadSubscribe: Spotify | TuneIn | Neal Stephenson is a sci-fi writer (Snow Crash, Cryptonomicon, and new book Termination...