PinnedRafael PierreLarge Language Models and No Code Tooling: A Match Made in Heaven?Originally posted at LLMs.HowToOct 13, 2023Oct 13, 2023
PinnedRafael PierreinMLOps How ToKeeping Your Machine Learning Models on the Right Track: Getting Started with MLflow, Part 1Learn why Model Tracking and MLflow are critical for a successful machine learning projectSep 15, 2023Sep 15, 2023
PinnedRafael PierreinMLOps How ToA Journey Into Machine Learning Observability with Prometheus and Grafana, Part IDeploying Prometheus and Grafana on Kubernetes in 10 minutes for basic infrastructure monitoringJul 20, 2022Jul 20, 2022
PinnedRafael PierreinMLOps How ToWhat is Kubernetes and Why it is so Important for Machine Learning Engineering and MLOpsIf you follow up technology trends, data science, artificial intelligence and machine learning, chances are that you have come across with…Jul 20, 2022Jul 20, 2022
PinnedRafael PierreinMLOps How ToAbout MLOps And Why Most Machine Learning Projects Fail — Part 1If you have been involved with Machine Learning (or you are aiming to be), you might be aware that reaping the benefits of Machine…Apr 16, 2021Apr 16, 2021
Rafael PierreSurviving the LLM Jungle: When to use Prompt Engineering, Retrieval Augmented Generation or Fine…Originally published on LLMs.HowTo — Large Language Models, ExplainedOct 2, 2023Oct 2, 2023
Rafael PierreinMLOps How ToParameter-Efficient Fine-Tuning (PEFT): Enhancing Large Language Models with Minimal CostsUnlocking AI’s potential: PEFT revolutionizes large language models, reducing costs & improving performance in NLP & beyond. Discover more!Sep 15, 2023Sep 15, 2023
Rafael PierreinMLOps How ToHow Lakehouse powers NLP for Customer Service Analytics in InsuranceLearn how AI and LLMs enhance chatbot comprehension and routing capabilities, augmenting and empowering customer service agents.May 24, 2023May 24, 2023
Rafael PierreinMLOps How ToKeeping Your Machine Learning Models on the Right Track: Getting Started with MLflow, Part 2Learn how to use MLflow Model Registry to track, register and deploy Machine Learning Models effectively.Sep 15, 2023Sep 15, 2023
Rafael PierreinMLOps How ToNevermind Docker Desktop, Here is PodmanDocker changed its license terms in August 2021. That means it is no longer possible to use Docker Desktop in a commercial setting (…)May 26, 20223May 26, 20223