Skip to content Skip to sidebar Skip to footer

How to Create Powerful Embeddings from Your Data to Feed into Your AI | by Eivind Kjosbakken | Feb, 2024

[ad_1] This article will show you different approaches you can take to create embeddings for your data Creating quality embeddings from your data is crucial for your AI system's efficacy. This article will show you different approaches you can use to convert your data from formats like images, texts, and audio, into powerful embeddings that…

Read More

Satellites Can See Invisible Lava Flows and Active Wildfires, But How? (Python) | by Mahyar Aboutalebi, Ph.D. 🎓 | Feb, 2024

[ad_1] Visualizing satellite images captured over volcanos and wildfires in various spectral bands Sentinel-2 images captured over a volcano and a wildfire visualized with different spectral bands by the author🌟 Introduction 🔍 Sentinel-2 (Spectral Bands) 🌐 Downloading Sentinel-2 Images ⚙️ Processing Sentinel-2 Images (Clipping and Resampling) 🌋 Visualization of Sentinel-2 Images (Volcano) 🔥 Visualization of…

Read More

Interpreting R²: a Narrative Guide for the Perplexed | by Roberta Rocca | Feb, 2024

[ad_1] An accessible walkthrough of fundamental properties of this popular, yet often misunderstood metric from a predictive modeling perspective Photo by Josh Rakower on UnsplashR² (R-squared), also known as the coefficient of determination, is widely used as a metric to evaluate the performance of regression models. It is commonly used to quantify goodness of fit…

Read More

Advanced Retrieval-Augmented Generation: From Theory to LlamaIndex Implementation | by Leonie Monigatti | Feb, 2024

[ad_1] For additional ideas on how to improve the performance of your RAG pipeline to make it production-ready, continue reading here: This section discusses the required packages and API keys to follow along in this article. Required Packages This article will guide you through implementing a naive and an advanced RAG pipeline using LlamaIndex in…

Read More

An Introduction To Fine-Tuning Pre-Trained Transformers Models | by Ram Vegiraju | Feb, 2024

[ad_1] Simplified utilizing the HuggingFace trainer object Image from Unsplash by Markus SpiskeHuggingFace serves as a home to many popular open-source NLP models. Many of these models are effective as is, but often require some sort of training or fine-tuning to improve performance for your specific use-case. As the LLM implosion continues, we will take…

Read More