Optimize My Day JobCreating 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…10 min read·Feb 5, 2022----
Optimize My Day JobUnderstanding 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…3 min read·Jun 3, 2021----
Optimize My Day JobUnderstanding 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…3 min read·Jun 3, 2021----
Optimize My Day JobFixing 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…3 min read·Jun 3, 2021----
Optimize My Day JobA 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…11 min read·Jun 3, 2021--1--1
Optimize My Day JobAutomate 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.4 min read·Apr 12, 2021----
