Convolutional Neural Networks - sales forecast
This blog post deals with convolutional neural networks applied to a structured dataset with the aim to forecast sales.
Convolutional Neural Networks (CNN)
A simple introduction to convolutional neural networks
Financial Time Series Predicting with Long Short-Term Memory
Prediction of financial time series using LSTM networks
Image Analysis: Introduction to deep learning for computer vision
In this blog, we present the practical use of deep learning in computer vision.
Numeric representation of text documents: doc2vec how it works and how you implement it
Candidate2vec - a deep dive into word embeddings
Text Mining - Sentiment Analysis
Sentiment Analysis for IMDB Movie Reviews
Wide and Deep Learning Model for Grocery Product Recommendations
Exploring and applying current trends in machine learning to a large scale product recommendation based on implicit feedback.
A Manual on How To Write a Blog Post
A Manual on How To Write a Blog Post
Image Captioning
The goal of this blog is an introduction to image captioning, an explanation of a comprehensible model structure and an implementation of that model.
Neural Network Fundamentals
This blog post is a guide to help readers build a neural network from the very basics.
Neural Networks into Production
An introduction to deploy the deep learning model