PinnedJakob SalomonssonImplementing MLOps with MLFlow, Prefect, Dash and EvidentlyThere are already a lot of good articles covering what MLOps is. In this article, I’ll try to focus more on its implementation.Jun 23, 20233Jun 23, 20233
Jakob Salomonsson🤗 How to Fine-Tune an NLP Transformer ModelFine-tuning a pre-trained Transformer model on both structured and unstructured data in TensorFlow on a task of your choice.Jan 29, 2023Jan 29, 2023
Jakob SalomonssoninDev Genius🎶 What makes a Song Popular on Spotify?My father compose music and was curious to know whether popular songs possess any typical characteristics. Let’s see if we can find that…Mar 11, 20222Mar 11, 20222
Jakob SalomonssoninDev Genius👨⚕️ Detecting Melanoma Skin Cancer with Computer VisionThere were around 300k confirmed new cases of melanoma skin cancer worldwide in 2018. Let’s see if we can apply deep learning to find…Mar 8, 2022Mar 8, 2022
Jakob SalomonssoninDev Genius🚕 Predicting the Fare on a Billion Taxi Trips with BigQueryHow long time does it take and how much does it cost to analyse and train a model on a billion taxi trips in the cloud?Mar 2, 20221Mar 2, 20221