Shreya Rao

Member-only story An exhaustive and illustrated guide to Word2Vec with code! Shreya Rao · Follow Published in Towards Data Science · 13 min read · 10 hours ago — Welcome to Part 3 of our illustrated journey through the exciting world of Natural Language Processing! If you caught Part 2, you’ll remember that we chatted about word embeddings and why they’re so cool. NLP Illustrated, Part 2: Word Embeddings An illustrated and intuitive guide to

An illustrated and intuitive guide to word embeddings Shreya Rao · Follow Published in Towards Data Science · 8 min read · 2 hours ago — Welcome to Part 2 of our NLP series. If you caught Part 1, you’ll remember that the challenge we’re tackling is translating text into numbers so that we can feed it into our machine learning models or neural networks. NLP Illustrated, Part 1: Text Encoding An illustrated guide to

Step-by-step code guide on building a Neural Network Shreya Rao · Follow Published in Towards Data Science · 6 min read · 5 hours ago — Welcome to the practical implementation guide of our Deep Learning Illustrated series. In this series, we’ll bridge the gap between theory and application, bringing to life the neural network concepts explored in previous articles. Shreya Rao Deep Learning, Illustrated View list 5 stories Remember the simple neural network we

An illustrated and intuitive guide on the inner workings of an LSTM Shreya Rao · Follow Published in Towards Data Science · 9 min read · 7 hours ago — Welcome to Part 5 in our illustrated journey through Deep Learning! Shreya Rao Deep Learning, Illustrated View list 5 stories

An illustrated and intuitive guide on the inner workings of an RNN and the Softmax Activation Function Shreya Rao · Follow Published in Towards Data Science · 17 min read · 7 hours ago — Welcome to Part 4 of our illustrated Deep Learning journey! Today, we’re diving into Recurrent Neural Networks. We’ll be talking about concepts that will feel familiar, such as inputs, outputs, and activation functions, but with a twist. And if this

An illustrated and intuitive guide on the inner workings of a CNN Shreya Rao · Follow Published in Towards Data Science · 14 min read · 21 hours ago — Welcome to Part 3 of our illustrated journey through Deep Learning. If you’ve missed the previous articles, definitely go back to read them. They lay the groundwork for what we’re about to dive into today.