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A database housing more than 100 Colab notebooks running ML code for various NLP tasks. Colab is an excellent destination to experiment with the latest models as it comes with a free GPU/TPU housed in Google’s back-end servers. The notebooks were created by both independent and industry AI researchers as TensorFlow, Hugging Face, DeepPavlov etc. And within them, you are able to run several state-of-the-art models such as BERT or T5 or other on tasks ranging from classification to text generation”. (Source: Ricky Costa, at medium.com/towards-artificial-intelligence/nlp-colab-repository-65136d3e45da).
Tip1: Take a look to our Book NLP section to learn about programming
Tip2: Take a look to Microsoft NLP Best Practices tutorial
Tip3: Take a look to this tutorial regarding classification dataset (voice gender) from scratch using numpy and pandas