August 25, 2019

Distributed representations vs. local representations

The concept of distributed representations is often central to deep learning, particularly as it applies to natural language tasks. Those […]
August 24, 2019

Word Embedding Simply Explained

Word embedding is one of the most popular representation of document vocabulary. It is capable of capturing context of a […]
August 19, 2019

LSTM Recurrent Neural Networks in Python with Keras

A powerful and popular recurrent neural network is the long short-term model network or LSTM. It is widely used because […]
August 19, 2019

How to Reshape Input Data for Long Short-Term Memory Networks in Keras

When I started working with the LSTM networks, I was quite confused about the Input and Output shape. This article […]
August 15, 2019

Long Short Term Memory (LSTM) Networks simply explained tutorial

Introduction Sequence prediction problems have been around for a long time. They are considered as one of the hardest problems […]
May 23, 2019

A simple guide to understand closures

Closures in JavaScript are one of those concepts that many struggle to get their heads around. In the following article, […]
May 23, 2019

Crosstab Operation in Python Pandas

Pandas Crosstab Explained    Introduction Pandas offers several options for grouping and summarizing data but this variety of options can be a […]
May 11, 2019

Data Processing Guarantees -An explanation of key processing semantics including at least once, at most once and exactly once

Distributed event stream processing has become an increasingly hot topic in the area of Big Data. Notable Stream Processing Engines […]