NLP DUMPS
BERT TRANSFORMERS: Intuition: https://towardsdatascience.com/transformers-explained-visually-part-1-overview-of-functionality-95a6dd460452 Implementation : https://skimai.com/fine-tuning-bert-for-sentiment-analysis/ https://mccormickml.com/2021/06/29/combining-categorical-numerical-features-with-bert/ https://mccormickml.com/2021/06/29/combining-categorical-numerical-features-with-bert/#s3-bert-with-all-features https://www.youtube.com/watch?v=GSt00_-0ncQ&ab_channel=PythonEngineer ULMFIT : Intuition: https://blog.datascienceheroes.com/spam-detection-using-fastai-ulmfit-part-1-language-model/ https://towardsdatascience.com/understanding-language-modelling-nlp-part-1-ulmfit-b557a63a672b https://medium.com/@j.13mehul/simplified-details-of-ulmfit-452c49294fb8 https://towardsdatascience.com/nlp-classification-with-universal-language-model-fine-tuning-ulmfit-4e1d5077372b Implementation: https://colab.research.google.com/drive/1fuJg9TyfsgLCzlWQ4_Etu3LJzC9Xrl8B LR SCHEDU...