Python
Artificial Intelligence
YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World
If we speak about object detection, one model that likely involves our mind first is YOLO — well, at the least for me, because of its popularity in the sector of computer vision.
The very first version...
Artificial Intelligence
Bootstrap a Data Lakehouse in an Afternoon
doesn’t should be complicated. In this text, I’ll show you learn how to develop a basic, “starter” one which uses an Iceberg table on AWS S3 storage. Once the table is registered...
Artificial Intelligence
Construct and Deploy Your First Supply Chain App in 20 Minutes
, it is straightforward to make an impact together with your data science and analytics skills.
Even when data quality stays a problem more often than not, you'll find opportunities to unravel problems by providing...
Artificial Intelligence
The right way to Turn Your LLM Prototype right into a Production-Ready System
applications of LLMs are those that I wish to call the “.” There are many viral LinkedIn posts about them, and so they all sound like this:
“I built that does in...
Artificial Intelligence
Methods to Use Easy Data Contracts in Python for Data Scientists
Let’s be honest: we've all been there.
It’s Friday afternoon. You’ve trained a model, validated it, and deployed the inference pipeline. The metrics look green. You close up your laptop for the weekend, and luxuriate...
Artificial Intelligence
JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability
Introduction
campaign you arrange for Black Friday was a large success, and customers start pouring into your website. Your Mixpanel setup which might often have around 1000 customer events an hour finally ends up...
Artificial Intelligence
The best way to Generate QR Codes in Python
to QR Codes
“QR” in QR code stands for quick response. QR codes are an emerging and straightforward strategy to retrieve information without typing or searching anything in your phone. These codes are essentially...
Artificial Intelligence
Learning, Hacking, and Shipping ML
You wrote many beginner and explanatory articles on TDS. Has teaching the basics modified the way you design or debug real systems at work?
I notice the correlation between the more I teach something, the...
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