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รวมเทคนิคใช้ Progress Indicator ออกแบบ UX/UI จากแอปฯ ระดับโลก ไม่ให้ User รู้สึกว่าต้อง 'รอ' นานเกินไป ด้วย Motion Design | Skooldio Blog
Genuine Progress Indicator – Utah Population & Environment Council
Research & Economic Analysis | HAWAIʻI’S GENUINE PROGRESS INDICATOR (HI GPI)
A Guide to Creating Accurate Progress Indicators in Adobe XD | by Damian Pang | UX Planet
BERT Transformers – How Do They Work? | Exxact Blog
Excellent document about BERT transformers / models and their parameters: - L=number of layers. - H=size of the hidden layer = number of vectors for each word in the sentence. - A = Number of self-attention heads - Total parameters.
Training Bert on Yelp - Copy of training.ipynb - Colaboratory
BERT 101 - State Of The Art NLP Model Explained
Best summary of Natural Language Processing and terms - model (a language model - e.g. BertModel, defines encoder and decoder and their properties), transformer (a specific neural network based on attention paper), encoder (series of transformers on input), decoders (series of transformers on output). Bert does NOT use decoder. TensorFlow and PyTorch are possible backends to Transformers (NN). Summary: BERT is a highly complex and advanced language model that helps people automate language understanding.
Fine-tune a pretrained model
Use the Bert model to train on Yelp dataset