4 posts tagged with "deep learning"

August 31, 2019 1min read

Introduction to Neural Networks and Deep Learning from scratch 💡

Learn about neural networks and implement them from scratch using Python only with no frameworks involved. Back-propagation will no longer be a mystery

neural networks deep learning workshop slides presentation

June 12, 2018 27min read

Overview and benchmark of traditional and deep learning models in text classification 📝

How do deep learning models based on convolutions (CNNs) and recurrents cells (RNNs) compare to Bag of Words models in the case of a sentiment classification problem

nlp sentiment analysis cnn rnn gru transfer learning deep learning keras neural networks twitter glove bag of words word ngrams character ngrams

November 13, 2017 41min read

Understanding deep Convolutional Neural Networks 👁 with a practical use-case in Tensorflow and Keras

Learn about Convolutional Neural Networks with a hands-on classification problem using Tensorflow and Keras

deep learning convolutional neural networks image classification keras tensorflow aws gpu computer vision

April 20, 2017 13min read

Sentiment analysis 👍 👎 on Twitter using Word2vec and Keras

Learn how to perform sentiment analysis on tweets using the word2vec embedding model and neural networks via Keras

nlp word2vec doc2vec deep learning keras neural networks twitter sentiment analysis