Davide GallitelliShould You Start a Startup? A Practical Guide | YCombinator Startup School x Book SummariesTL;DR: In this blog, I’ll be sharing the key learnings from the insightful video “Should You Start A Startup?” by Harj Taggar, a Group…4 min read·Apr 20, 2024----
Davide GallitelliTechnical Startup Founders | YCombinator Startup School x Startup CTO HandbookAs a technical founder, building a successful startup can be a daunting task. Luckily, Diana, a former YC partner and CTO, has shared her…5 min read·Apr 5, 2024----
Davide GallitelliServing Fish for Dinner — Using Bonito v1 on Amazon SageMaker to generate datasets for LLM…TL;DR: In this blog post, you will learn how to use the Bonito-v1 model on Amazon SageMaker to create datasets that can be used for Large…9 min read·Apr 4, 2024----
Davide GallitelliAgentic Workflows on AWS with Amazon Bedrock, Claude 3 Haiku, and CrewAIEDIT (May 18, 2024): updated code to use langchain-aws package4 min read·Apr 3, 2024--3--3
Davide GallitelliSageMaker AutoML API Series — Tabular Data, Binary ClassificationTL;DR: this blog post is part of the SageMaker AutoML API Series. Check the other blogs here on my Medium. In this blog, you will learn how…4 min read·Mar 26, 2024----
Davide GallitelliSageMaker AutoML API Series — IntroductionTL;DR: This blog post introduces the SageMaker AutoML API Series, where we’ll explore how to use Amazon SageMaker Autopilot for automating…3 min read·Mar 25, 2024----
Davide GallitelliUse Claude 3 Haiku on Amazon Bedrock via Boto3, LangChain and Llama-IndexUpdate (26/04/2024) — new langchain-aws package now available! Updated the LangChain section below.3 min read·Mar 19, 2024--1--1
Davide GallitelliinArtificial Intelligence in Plain EnglishPre-trained and fine-tuned deployment of Google Gemma models on Amazon SageMakerTL;DR: In this blog post, you will learn how to use models from Amazon SageMaker JumpStart, in particular the two new models from Google…7 min read·Mar 11, 2024----
Davide GallitelliNo-Code Instruction Fine-Tuning of Large Language Models with Amazon SageMaker CanvasTL;DR: Amazon SageMaker Canvas allows you to fine-tune large language models without writing a single line of code. In this blog, we…7 min read·Mar 8, 2024----
Davide GallitelliDeploying an HuggingFace embedding model to Amazon SageMaker and consuming it with Llama-IndexTL;DR: In this blog post, you will learn how to choose an embedding model from HuggingFace and use it with Amazon SageMaker to generate…9 min read·Feb 16, 2024--1--1