towards data science

Unlocking the power of SQL for data-driven decision-making Photo by Thao LEE on Unsplash Here’s an interesting fact: do you know when the SQL language was created? When it first appeared? I do! It was […]

How generic type specification permits powerful static analysis and runtime validation Photo by Author As tools for Python type annotations (or hints) have evolved, more complex data structures can be typed, improving maintainability and static […]

Learn to build a neutral network that can drive using PyTorch in Python En route via robo-taxi (Image by author) I recently took my first robo-taxi ride in San Francisco. I got in the back […]

A step-by-step guide to building a Thai multilingual sub-word tokenizer based on a BPE algorithm trained on Thai and English datasets using only Python [Image by writer]: Thai Tokenizer encode and decode Thai text to […]

Receive clear and useful feedback. Ditch generic questions. More than 60 example questions for you to use. Photo by Marsha Reid on Unsplash Asking for feedback can be difficult, or even intimidating. There are so […]

Data Format Fundamentals — Single Precision (FP32) vs Half Precision (FP16) Now, let’s take a closer look at FP32 and FP16 formats. The FP32 and FP16 are IEEE formats that represent floating numbers using 32-bit […]

Fast Dataframes for Big Problems “Accelerated Polar” by Daniel Warfield using Midjourney. All images by the author unless otherwise specified. Article originally made available on Intuitively and Exhaustively Explained. I was recently in a secret […]

You can clone this folder to find all the necessary scripts for this tutorial. To host the MLflow server, we start by creating a Docker container using a Dockerfile. Here’s an example configuration: # Use […]

Strategy itself is perhaps one of the most misunderstood concepts [14]. There are many definitions and interpretations. As a consequence, there does not seem to be the one single true approach for designing a data […]

Here’s some powerful applications of Rolling Windows and Time Series 11 min read · 16 hours ago Photo by Claudia Aran on Unsplash Last night I was doing laundry with my wife. We have this […]