Creating a simple self-containing Dashboard with an API (JS, Tailwind, HTML)Last week at work I found myself in a situation where I needed to create a dashboard with ‘real-time’ timeseries data from the Danish…Feb 5, 2022Feb 5, 2022
Understanding the basics of RNNsA recurrent neural network (RNN) is recurrent in the way it processes the sequences of data. This means that the same operation a is…Jun 3, 2021Jun 3, 2021
Understanding the basics of LSTM-unitsLong Short-Term Memory (LSTM) is one of the most successful recurrent neural networks in modern real world applications because of its…Jun 3, 2021Jun 3, 2021
Fixing vanishing and exploding gradients in RNN-networksAny neural network struggles with vanishing or exploding gradients when the computational graph becomes too deep. This happens with…Jun 3, 2021Jun 3, 2021
A guide to Interactive Python dashboards using BokehI have spent a lot of time during the last couple of weeks at work on sourcing and analyzing data to track business performance. However…Jun 3, 20211Jun 3, 20211
Automate data extraction from Excel using PythonThis week at work, I automated the process of extracting historic data from thousands of excel files using Python. Here is how.Apr 12, 2021Apr 12, 2021
