Of LLMs, Gradients, and Quantum Mechanics | by Riccardo Di Sipio | Nov, 2024
Can Quantum Computing help improving our ability to train Large Neural Networks encoding language models (LLMs)?Photo by Alessio Soggetti (@asoggetti)...
AI Relationships
Considerations for addressing the core dimensions of responsible AI for Amazon Bedrock applications
The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy...
Feature Engineering Techniques | Part I | Leo Anello | Medium
Feature engineering techniques for healthcare data analysis, focusing on real-world challenges and practical solutions.Photo by Piron Guillaume on UnsplashIn this...
Automate invoice processing with Streamlit and Amazon Bedrock
Invoice processing is a critical yet often cumbersome task for businesses of all sizes, especially for large enterprises dealing with...
Techniques for Chat Data Analytics with Python | by Robin von Malottki | Nov, 2024
Part II: Topic Extraction with BERTopicPhoto by Mikechie Esparagozaand obtained from Pexels.comIn the first part of this series, I introduced...
Governing ML lifecycle at scale: Best practices to set up cost and usage visibility of ML workloads in multi-account environments
Cloud costs can significantly impact your business operations. Gaining real-time visibility into infrastructure expenses, usage patterns, and cost drivers is...
Why STEM Is Important for Any Data Scientist | by Radmila M. | Nov, 2024
The Fourier transform is a method of decomposing complicated waves or signals into a set of unique sinusoidal components. This...
Transcribe, translate, and summarize live streams in your browser with AWS AI and generative AI services
Live streaming has been gaining immense popularity in recent years, attracting an ever-growing number of viewers and content creators across...
Awesome Plotly with Code Series (Part 4): Grouping Bars vs Multi-Coloured Bars | by Jose Parreño | Nov, 2024
Do technicolour bars really help make a story clear?Image created with Dall-eWelcome to the fourth post in my “Plotly with...
Improve governance of models with Amazon SageMaker unified Model Cards and Model Registry
You can now register machine learning (ML) models in Amazon SageMaker Model Registry with Amazon SageMaker Model Cards, making it...
How I Created a Data Science Project Following a CRISP-DM Lifecycle | by Gustavo Santos | Nov, 2024
An end-to-end project using the CRISP-DM frameworkImage created by AI. OpenAI. CRISP-DM Project Lifecycle Framework for Data Science. DALL-E, 2024.CRISP-DM...
Generate financial industry-specific insights using generative AI and in-context fine-tuning
In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific...
Increase Trust in Your Regression Model The Easy Way | by Jonte Dancker | Nov, 2024
How to use Conformalized Quantile RegressionWe must know how sure our model is about its predictions to make well-informed decisions....
Generative AI for agriculture: How Agmatix is improving agriculture with Amazon Bedrock
This post is co-written with Etzik Bega from Agmatix. Agmatix is an Agtech company pioneering data-driven solutions for the agriculture...
Economics of Hosting Open Source LLMs | by Ida Silfverskiöld | Nov, 2024
Large Language Models in ProductionLeveraging various deployment optionsNot to scale* — Total Processing Time on GPU vs CPU | Image...
