Elena' s AI Blog

AI reads my blog


chatGPT and other AI bots often visit my blog. This post will explore how to effectively track ChatGPT (or other bots) traffic using Google Analytics 4 (GA4), a powerful analytics platform designed for modern web properties. Using Google Analytics 4 to track chatGPT and other bots' traffic can provide insights into how AI chatbots interact with your website and which pages are most valuable to them. As generative AI search evolves, adapting and optimising our content accordingly through effective web analytics is crucial. Read more...

Cross-Validation Techniques


In this post, we learn how cross-validation techniques, from traditional K-Fold to specialised methods like Leave-One-Out and Stratified K-Fold, can enhance your model's predictive capabilities. With hands-on examples in scikit-learn, this post equips you with the skills to prevent overfitting and evaluate your models accurately. Read more...

How to Use Claude AI


What is Claude AI? What can we do with it, and how? Let's explore this fantastic AI assistant by Anthropic. Read more...

How CustomGPT Mitigates AI Hallucinations


CustomGPT reduces AI errors using specialised knowledge, quality data, and user feedback. Along with RAG, it provides accurate and reliable content for various applications. Read more...

Storing Your Local Project to GitHub


This post shows you how to create a Git repository for your local (Python) project and push it to GitHub using the command line and a personal access token. Following these steps, you can securely host your code on GitHub for easy access and collaboration. Read more...

Python Flask TODO App


This post outlines how to build a TODO web application using Python, Flask, and SQLite. You'll learn to create, update, and delete tasks, with data stored in a database, covering key web development concepts with Python. Read more...

Is DeepSeek R1 Secure?


There is a big question about DeepSeek's security (and also the security of any software product, in fact), safety, and legal usage outside of China. I am sharing my opinion and some relevant links on this topic. Read more...

DeepSeek R1 With Ollama


This post explores the use of Ollama, a state-of-the-art language modelling framework, in conjunction with pre-trained models such as DeepSeek R1. Read more...

Python Virtual Environments


This post is about virtual environments in Python 3. venv helps isolate project dependencies, streamline workflows, and improve collaboration. We cover creating, activating, managing, deleting, and renaming environments, along with best practices and examples. Read more...

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