How to improve the performance of your Retrieval-Augmented Generation (RAG) pipeline with these “hyperparameters” and tuning strategies Published in · 10 min read · 1 hour ago Tuning Strategies for … Read more
How cloud computing and analytics engineering forced the transition from ETL to ELT Published in · 7 min read · Just now Image generated via DALL-E ETL (Extract-Transform-Load) and ELT … Read more
An overview of advanced visualizations in Tableau, including step-by-step examples Published in · 17 min read · 2 hours ago Image by Author: Advanced visualizations in Tableau Tableau is a … Read more
DATA ENGINEERING & GENERATIVE AI A step-by-step guide to use Apache Spark and large language models Published in · 6 min read · 11 hours ago The image is generated … Read more
A few notes before we begin. KerasCV is a fast changing library, with the codebase and documentation being updated on a regular basis. The implementation shown here will work with … Read more
Investigating Go, Cgo, Metal Shading Language, Metal Performance Shaders, and benchmarking different approaches to matrix multiplication Published in · 12 min read · 1 day ago Photo by Etienne Martin … Read more
New GNN architecture A large majority of Graph Neural Networks (GNNs) follow the message-passing paradigm, where node states are updated based on aggregated neighbour messages. In this post, we describe … Read more
Part of a series on how modern AI and other technologies could assist more efficient human-computer interactions Published in · 15 min read · Just now Photo by palesa on … Read more
A systematic method for designing and evaluating candidate generation and early ranking stages in recommender systems, with an in-depth analysis of the core guiding principle. Published in · 9 min … Read more
Quick Success Data Science Match your colors to your theme Published in · 10 min read · 10 hours ago An acorn and its colormap (by the author) One thing … Read more
Making logic easier to write, read, explain, and maintain Published in · 6 min read · Just now Photo by Sam Moghadam Khamseh on Unsplash Throwing your laundry into a … Read more
[This article was first published on R Consortium, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on … Read more
Today, AWS announces an updated Service Level Agreement (SLA) for AWS Secrets Manager, which promises a stronger availability commitment. AWS will use commercially reasonable efforts to make AWS Secrets Manager … Read more
Experimenting with Large Language Models for free Published in · 10 min read · Just now Artistic representation of the LangChain, Photo by Ruan Richard Rodrigues, Unsplash Everybody knows that … Read more
Photo by Robert Katzki on Unsplash Member-only story Learn how to use the Prototype design pattern to enhance your code Published in · 6 min read · 1 hour ago … Read more
Picture this – the data science team you manage primarily uses R and heavily relies on dplyr for implementing data processing pipelines. All is good, but then out of the … Read more
In 3 words: timeliness, methodology, and digestibility Published in · 7 min read · Just now A couple of weeks ago, I wrote about building systems to generate more quality … Read more
Robocat and cat playing together. Image created with Dall·E by the author. Member-only story A powerful algorithm for solving discrete optimization problems Published in · 8 min read · 1 … Read more
To build a distance matrix, we need to obtain the distance between any pair of locations. Sounds simple, but “distance” really depends on the context. Do we consider the number … Read more
To follow along with the following hands-on example, create a free account on the Intel Developer Cloud and navigate to the “Training and Workshops” page. Under the Gen AI Essentials … Read more
Hey folks! 👋 Today, let’s embark on a coding adventure and explore the fascinating world of Polynomial Regression in R. Whether you’re new to R or a seasoned coder, we’re … Read more
“I’m just a political scientist, standing in front of the R console asking it to help me finish my thesis.” It was 2015, a Political Science master’s student had to … Read more
A Glossary with Use Cases for First-Timers in Data Engineering Published in · 6 min read · Just now An happy Data Engineer at work Are you a data engineering … Read more
Retraining churn models presents unique challenges that need special attention Published in · 5 min read · Nov 16 Photo by CrowN on Unsplash Retraining machine learning models, especially those … Read more
I am going to propose another algorithm, which will accelerate integer printing by around 25–38% for 32-bit integers, and around 40–58% for 64-bit integers. The idea is — what if … Read more
Amazon SageMaker Canvas now supports comprehensive data preparation capabilities powered by Amazon SageMaker Data Wrangler. You can now import tabular, timeseries, image, and text data from 50+ data sources, generate … Read more
[This article was first published on R – TomazTsql, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content … Read more
Member-only story In this article, I explore the public transport systems of four selected cities relying on General Transit Feed Specification and various tools of spatial data science. Published in … Read more
Member-only story Leveraging the power of macOS GPUs with the Metal.jl Framework. Published in · 11 min read · 2 hours ago Introduction Just last year, we were introduced to … Read more
[This article was first published on Rtask, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? … Read more
Published in · 11 min read · Nov 6 If you are working in another field, how can you transition to data analytics? You may have a university degree in … Read more
Spline regression is particularly useful when the relationship between the independent and dependent variables is not adequately captured by a linear model. It involves fitting a piecewise continuous curve (spline) … Read more
[This article was first published on jamovi, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? … Read more
[This article was first published on coding-the-past, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? … Read more
I’m happy to announce that traktok, my package to get content from TikTok, has returned from the dead. That’s slightly exaggerated, because it actually always worked in some shape or … Read more
In a recent post, I have talked about repeated measures, for a case where measurements were taken repeatedly in the same plots across years see here. Previously, in another post, … Read more
[This article was first published on R | JLaw’s R Blog, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share … Read more
[This article was first published on Mad (Data) Scientist, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content … Read more
Just what is a lord-a-leaping? Well, what is a lord? A lord is a title of nobility, usually inherited, that exists in the UK and other countries. And those lords … Read more
With A Tail of Cat Food Preferences Published in · 10 min read · Just now Photo by Anastasiia Rozumna on Unsplash Welcome to the ‘Courage to learn ML’. This … Read more
Photo by ThisisEngineering RAEng on Unsplash Describing the nature with the help of analytical expressions verified through experiments has been a hallmark of the success of science especially in physics … Read more
Published in · 9 min read · 11 hours ago Graph neural networks (GNNs) and large language models (LLMs) have emerged as two major branches of artificial intelligence, achieving immense … Read more
The definitive guide for beginners Published in · 9 min read · Just now Photo by Sebastian Svenson on Unsplash Data modelling is an essential part of data engineering. In … Read more
Published in · 13 min read · Nov 17 Multi-Chord Diagram by Nick Gerend Predecessors In the landscape of data visualization, the evolution of representing complex set relationships has been … Read more
My golden framework to differentiate the good, the bad, and the evil engineers in all fields, including data Published in · 7 min read · 4 days ago Image by … Read more
[This article was first published on R on Alan Yeung, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your … Read more
Spatial signatures represent spatial patterns of land cover in a given area. Thus, they can be used to search for areas with similar spatial patterns to a query region or … Read more
[This article was first published on R on kieranhealy.org, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content … Read more
The class neighborhood of a dataset can be learned using soft nearest neighbor loss Published in · 8 min read · 5 days ago In this article, we discuss how … Read more
Data Science Fundamentals Beginner’s practical guide to discrete optimisation in Python Published in · 10 min read · 2 hours ago Data Scientists tackle a wide range of real-life problems … Read more