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Why Your RAG is Not Reliable in a Production Environment

And how you should tune it properly 🛠️ Continue reading on Towards Data Science »

Activation Functions & Non-Linearity: Neural Networks 101

Explaining why neural networks can learn (nearly) anything and everything Continue reading on Towards Data Science »

Can a Llama 2-Powered Chatbot Be Trained on a CPU?

Building a local chatbot with Llama2, LangChain, and Streamlit on a CPU Continue reading on Towards Data Science »

Design Patterns with Python for Machine Learning Engineers: Builder

Learn how to use the Builder design pattern to enhance your code Continue reading on Towards Data Science »

An Introduction to Loading Large Language Models

Mastering Megamodels: An Introductory Guide to Loading Llama2 and HuggingFace’s Large Language Models Continue reading on Towards Data Science »

Retrieval Augmented Generation — Intuitively and Exhaustively Explain

Making language models that can look stuff up Continue reading on Towards Data Science »

Finding Order in Chaos with Polynomial Chaos Expansion, using uncertainpy and chaospy

Here’s how to tackle chaotic problems using math, physics, Python and data science Image by author generated using Midjourney Three years ago I moved from Rome, Italy and I started living in Cincinnati, Ohio, USA, after a PhD offer from University

Mastering data integration from SAP Systems with prompt engineering

Construction engineer investigating his work — Stable diffusion Introduction In our previous publication, From Data Engineering to Prompt Engineering, we demonstrated how to utilize ChatGPT to solve data preparation tasks. Apart from the good feedback we have received, one critical point has

A Bayesian Way of Choosing a Restaurant

Recently I was looking for a new good restaurant. Google Maps highlighted me 2 options: restaurant A with 10 reviews all 5 stars and restaurant B with 200 reviews and average rating 4. I tempted to choose restaurant A but

4 Ways to Grow Your Newsletter for Free

Starting a newsletter is, hands down, one of the best side hustles for beginners. It’s free to start and has the potential to grow into a multi-million-dollar business. Starting a newsletter seems a no-brainer, but most people don’t start because