Image by Author Contents# Introduction# 1. Static Website Hosting with Nginx and Docker# 2. Multi-Container Docker Applications with Docker Compose# 3. One Database Shared by Multiple Containers# 4. Automated Continuous Integration with Jenkins in Docker# 5. Logging and Monitoring Docker# Wrapping Up # Introduction Before jumping into the projects, let’s clear up what Docker is and why people care about it. Docker …
AI presents an opportunity to build a more prosperous and secure world. The UK has already laid a strong foundation to seize this moment and is uniquely positioned to translate AI innovation into public benefit. That’s why we are excited to deepen our collaboration with the UK government to accelerate this work and offer a …
I was working on a script the other day, and it was driving me nuts. It worked, sure, but it was just… slow. Really slow. I had that feeling that this could be so much faster if I could figure out where the hold-up was. My first thought was to start tweaking things. I could …
Think Your Python Code Is Slow? Stop Guessing and Start Measuring Read More »
Image by Author Contents# Introduction# 1. olmOCR 2 7B 1025# 2. PP OCR v5 Server Det# 3. OCRFlux 3B# 4. MiniCPM-V 4.5# 5. InternVL 2.5 4B# 6. Granite Vision 3.3 2b# 7. Trocr Large Printed# Summary # Introduction OCR (Optical Character Recognition) models are gaining new recognition every day. I am seeing new open-source models pop up on Hugging Face that have crushed previous …
Google 2025 recap: Research breakthroughs of the year
were first introduced for images, and for images they are often easy to understand. A filter slides over pixels and detects edges, shapes, or textures. You can read this article I wrote earlier to understand how CNNs work for images with Excel. For text, the idea is the same. Instead of pixels, we slide filters …
The Machine Learning “Advent Calendar” Day 23: CNN in Excel Read More »
Image by Author Contents# Introduction# The Data Professional’s Knowledge Problem# What Is Gistr?# Why Data Science Professionals Use Smart AI Notebooks# How Gistr Works# Here’s How You Can Use Gistr Day-to-Day# Why Gistr Is Better Than Productivity Tools# Tips to Get the Most Out of Gistr# Conclusion # Introduction The work of a data scientist is not just about collecting data points, but about …
Gistr: The Smart AI Notebook for Organizing Knowledge Read More »
Announcing a new, open suite of tools for language model interpretability Large Language Models (LLMs) are capable of incredible feats of reasoning, yet their internal decision-making processes remain largely opaque. Should a system not behave as expected, a lack of visibility into its internal workings can make it difficult to pinpoint the exact reason for …
in some interesting conversations recently about designing LLM-based tools for end users, and one of the important product design questions that this brings up is “what do people know about AI?” This matters because, as any product designer will tell you, you need to understand the user in order to successfully build something for them …
Understanding the Generative AI User | Towards Data Science Read More »
Image by Author Contents# Introduction# 1. Automatic File Organizer# 2. Batch File Renamer# 3. Smart Backup Manager# 4. Duplicate File Finder# 5. Desktop Screenshot Organizer# Wrapping Up # Introduction We all have those tasks that eat up our time without adding real value. These include sorting downloaded files, renaming photos, backing up folders, clearing out clutter, and performing the same little maintenance …
5 Useful Python Scripts to Automate Boring Everyday Tasks Read More »
