10 Things You Need to Know About BERT and the Transformer Architecture That Are Reshaping the AI Landscape

Few areas of AI are more exciting than NLP right now. In recent years language models (LM), which can perform human-like linguistic tasks, have evolved to perform better than anyone could have exp...
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Latent Dirichlet Allocation (LDA) Tutorial: Topic Modeling of Video Call Transcripts (With Zoom)

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Transfer Learning Guide: A Practical Tutorial With Examples for Images and Text in Keras

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Training, Visualizing, and Understanding Word Embeddings: Deep Dive Into Custom Datasets

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pyLDAvis: Topic Modelling Exploration Tool That Every NLP Data Scientist Should Know

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AI Limits: Can Deep Learning Models Like BERT Ever Understand Language?

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How to Structure and Manage Natural Language Processing (NLP) Projects

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Sentiment Analysis in Python: TextBlob vs Vader Sentiment vs Flair vs Building It From Scratch

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Data Augmentation in NLP: Best Practices From a Kaggle Master

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The Best NLP/NLU Papers from the ICLR 2020 Conference

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Text Classification: All Tips and Tricks from 5 Kaggle Competitions

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Document Classification: 7 Pragmatic Approaches for Small Datasets

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