Browsing: Data Science
A deep dive into stochastic decoding with temperature, top_p, top_k, and min_p10 min read·18 hours agoWhen calling the OpenAI API with the Python SDK, have you…
Data Mesh trends in data platform designAI-generated image using KandinskyIn this article, I aim to delve into the various types of data platform architectures, taking a…
Exploring the benefits and pitfalls of using Apple’s popular tablet for data science work10 min read·17 hours agoTitle card created by the authorA few years ago…
A Step-by-Step Guide to Document Querying with IndexifyPhoto by Tierra Mallorca on UnsplashTLDR:Traditional data extraction methods often miss deeper insights from unstructured content, particularly in the…
Introduction of Python’s core functions, use cases, scripts, and underlying mechanisms10 min read·16 hours agoPhoto by Kevin Ku on UnsplashI discussed SQL User-Defined Functions in my…
Understanding, detecting and replacing outliers in time seriesPhoto by Milton Villemar on UnsplashIn this post, we’ll explore:Different types of time series outliersPrediction-based and estimation-based methods for…
A comprehensive guide to the Vision Transformer (ViT) that revolutionized computer visionHi everyone! For those who do not know me yet, my name is Francois, I…
CLASSIFICATION ALGORITHMThe only upside-down tree you needDecision Trees are everywhere in machine learning, beloved for their intuitive output. Who doesn’t love a simple “if-then” flowchart? Despite…
Illustration by the authorA Step-by-Step Guide to Building and Leveraging Knowledge Graphs with LLMsThe rise of Large Language Models (LLMs) has revolutionized the way we extract…
How to accelerate decision-making and improve accuracy when dealing with limited dataImage generated by OpenAI’s chatGPTA/B testing is a simple way to reduce uncertainty in decision…