Disaster Tweet Classification with RoBERTa and PyTorch
Approaching the Disaster Tweet Classification Kaggle challenge with NLP deep learning.
Nico Filzmoser
A Poor-Mans Cloud Storage: Bidirectional File Sync with Unison
Setting up a poor-mans bidirectional cloud storage file sync with Unison.
Evaluating Recommender Systems
Outlining and exploring the mathematics behind different evaluation strategies and metrics applicable in the recommender systems domain.
Collaborative Filtering in Recommender Systems
Diving deep on the functioning of collaborative filtering (CF) algorithms in the recommender systems domain.
Introduction to Content-Based Recommender Systems
Exploring the fundamentals and mathematical intricacies of content-based recommender systems to generate fitting and fair recommendations for users.
Angulars RouteReuseStrategy
Preventing Angular from recreating components on user navigation via Angulars RouteReuseStrategy.
HTTP Security Headers
Introduction to HTTP Security Headers, what they are, how they work, why they are useful and how to configure them.
Docker Multi Architecture Builds (with Gitlab Runner)
Checking out on how to set up a CI/CD (Gitlab) pipeline to automatically perform docker multi-architecture builds.
Setting up a Kubernetes CI/CD Service Account
How to set up and configure a Kubernetes CI/CD user to access and deploy to a cluster automatically and reliably.
Optimizing Maven Builds with Gitlab Docker Runner
Adding caching and dependency management to the Gitlab CI/CD flow for Java Maven projects, optimizing runner runtime and pipeline throughput.