Shreya GhelaniinTowards Data ScienceText Classification — RNN’s or CNN’s?RNN is a class of artificial neural network where connections between nodes form a directed graph along a sequence. It is basically a…Jun 2, 20191Jun 2, 20191
Shreya GhelaniinTowards Data ScienceSnorkel — A Weak Supervision SystemToday’s powerful models like DNN’s, produce state-of-the-art results on many tasks and they are easier to spin up than ever before (using…Jun 1, 2019Jun 1, 2019
Shreya GhelaniinTowards Data ScienceFrom Word Embeddings to Pretrained Language Models — A New Age in NLP — Part 1For words to be processed by machine learning models, they need some form of numeric representation that models can use in their…May 16, 2019May 16, 2019
Shreya GhelaniinTowards Data ScienceFrom Word Embeddings to Pretrained Language Models — A New Age in NLP — Part 2For words to be processed by machine learning models, they need some form of numeric representation that models can use in their…May 16, 20194May 16, 20194
Shreya GhelaniinTowards Data ScienceML Models — Prototype to ProductionSo you have a model, now what?May 9, 20192May 9, 20192