Jeremy ArancioDuckDB & Open Food Facts: the largest open food database in the palm of your hand 🦆🍊Exploit the power of DuckDB to explore the largest open database in the food market.Jul 21Jul 21
Jeremy ArancioinTowards Data ScienceParse Your Invoices with LayoutLM and Label StudioFine-tune LayoutLM on your invoices with the Transformers library, Label Studio, and AWS S3.Apr 165Apr 165
Jeremy ArancioinTowards Data ScienceScale your Machine Learning Projects with SOLID principlesHow to write code that scales and accelerates your work as a data scientist or machine learning engineer.Mar 128Mar 128
Jeremy ArancioinTowards Data ScienceBuild Machine Learning Pipelines with Airflow and Mlflow: Reservation Cancellation ForecastingLearn how to create reproducible and ready-for-production Machine Learning pipelines through a Senior Machine Learning assignmentJan 125Jan 125
Jeremy ArancioinTowards Data ScienceBuilding a Matching Tool to Help Start-Up Founders Find the Best Incubators: an End-to-End…A project walkthrough to propose the best incubators for start-up founders, using Python, Pinecone, FastAPI, Pydantic, and DockerNov 26, 2023Nov 26, 2023
Jeremy ArancioinTowards AIWhy are AI Products Doomed to Fail?After one year of implementing AI features for various businesses, I share my perspective on the mistakes I see companies making with LLMs…Nov 17, 202341Nov 17, 202341
Jeremy ArancioTrack your data with Data Version Control (DVC)A data tracking tool that works along Git to make your Machine Learning projects reproducible.Aug 27, 2023Aug 27, 2023
Jeremy ArancioFine-tune your LLM with AWS Sagemaker: build the best D&D assistant with generative AIA walkthrough on how to leverage Sagemaker to perform supervised fine-tuning on large language models.Aug 20, 20231Aug 20, 20231
Jeremy ArancioinTowards AIFit Your LLM on a single GPU with Gradient Checkpointing, LoRA, and Quantization: a deep diveWhoever has ever tried to fine-tune a Large Language Model knows how hard it is to handle the GPU memory.Aug 3, 20231Aug 3, 20231
Jeremy ArancioDeploy your LLM with Inference Endpoints from Hugging FaceLeverage Inference Endpoints from Hugging Face to deploy your LLM easily for production.Jun 5, 2023Jun 5, 2023