PinnedAntoine VillatteinTowards Data ScienceHow to add Domain-Specific Knowledge to an LLM Based on Your DataTurn your LLM into a field expertJul 11, 20231Jul 11, 20231
PinnedAntoine VillatteinBetter Programming[GPT TUTORIAL] How to Run Your Personal, ChatGPT-like Model, LocallyYour own personal AI assistantApr 3, 20233Apr 3, 20233
Antoine VillatteinTowards Data ScienceBuilding Your Model Is Not Enough — You Need To Sell It5 Tips That Can Help Your Models Go Live In ProductionJan 111Jan 111
Antoine VillatteinBetter ProgrammingAI-Powered Documentation Search — Navigate Your Database With Natural Language QueriesEfficient Document NavigationJun 20, 2023Jun 20, 2023
Antoine VillatteinTowards Data ScienceKubeflow MLOps : Automatic pipeline deployment with CI / CD / CTCreate an advanced Kubeflow pipeline, and automate its deployments and updates with continuous integration, deployment and trainingApr 26, 2022Apr 26, 2022
Antoine VillatteinTowards Data ScienceUnderstanding your Neural Network’s predictionsA concise guide to assessing your neural network’s feature importance.Apr 15, 2022Apr 15, 2022
Antoine VillatteinTowards Data ScienceTutorial — Basic Kubeflow Pipeline From ScratchKubeflow is a machine learning toolkit that facilitates the deployment of machine learning projects on Kubernetes. Although quite recent…Jan 26, 20222Jan 26, 20222
Antoine VillatteinTowards Data ScienceAnomaly Detection in a Machine Learning Scoring ModelStatistical techniques for time series anomaly detectionNov 10, 2021Nov 10, 2021