PinnedInTowards DevbyHelene Kegel·Apr 17, 2025Understanding Backpropagation in Convolutional Neural Networks (CNNs)In former articles, we were introduced to Convolutional Neural Networks and especially the convolutional layers. We have also gone through…A response icon1A response icon1
PinnedInTowards DevbyHelene Kegel·Apr 14, 2025Understanding The Convolutional Layers in Convolutional Neural Networks (CNNs)In a former article, we have already been introduced to various topics regarding Convolutional Neural Networks (CNNs). Amongst others, we…
PinnedInTowards DevbyHelene Kegel·May 3, 2022An Introduction to Convolutional Neural Networks — Part 1In this series, we will start to learn about Convolutional Neural Networks. We will not only learn about them on an intuitive level, but…
PinnedInTowards DevbyHelene Kegel·Apr 29, 2022An Introduction to Neural Networks — Part 1In this series, we will start to learn about Neural Networks. We will not only learn about them on an intuitive level, but we will also…A response icon1A response icon1
Helene Kegel·Sep 22Understanding Region-based Convolutional Neural Networks (R-CNN)In previous articles, we have looked at various neural networks, for example ordinary Convolutional Neural Networks (CNNs), which are…
InPython in Plain EnglishbyHelene Kegel·Aug 19, 2025Understanding Word2Vec — CBOW and Skip-GramIn this article, we will take a look at the word embedding model called Word2Vec, which is a model that learns vector representations (i.e…
InPython in Plain EnglishbyHelene Kegel·Aug 11, 2025How To Generate Synthetic Data and Populate a PostgreSQL Database with PythonIn this article, we will see how we can generate fake data using Python and then use the data to populate an PostgreSQL database. This…
InPython in Plain EnglishbyHelene Kegel·Aug 10, 2025Implementing a Bidirectional GRU in Python — Only Using NumPyIn a former article, we looked at the theory and math behind Bidirectional RNNs: Vanilla RNNs, LSTMs, and GRUs, whether they be deep or…
Helene Kegel·Aug 9, 2025Implementing a Bidirectional LSTM in Python — Only Using NumPyIn a former article, we looked at the theory and math behind Bidirectional RNNs: Vanilla RNNs, LSTMs, and GRUs, whether they be deep or…A response icon1A response icon1
InPython in Plain EnglishbyHelene Kegel·Aug 8, 2025Implementing a Bidirectional Vanilla RNN in Python — Only Using NumPyIn a former article, we looked at the theory and math behind Bidirectional RNNs: Vanilla RNNs, LSTMs, and GRUs, whether they be deep or…
