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How to build systems to generate more — with less In “The E-Myth Revisited: Why Most Small Businesses Don’t Work and What to Do About It”, Michael E. Gerber invites small business owners to stop working “in their business”, and start working on
Get started with multimodal conversational models using the open-source LLaVA model. Photo by Izabela Kraus on Unsplash Introduction Large Language Models have proved themselves to be a revolutionary technology. Numerous applications exploiting their capabilities have been already developed and many more are
Solving matrix equations Ax= b Preface Welcome back to the fourth edition of my ongoing series on the basics of Linear Algebra, the foundational math behind machine learning. In my previous article, I introduced vectors, linear combinations, and vector spans. This
Java Juggernaut: The key to data engineering mastery Continue reading on Towards Data Science »
Tools and techniques for data cleaning, visualization, augmentation, and synthetic data generation Finding the real source of complexity on data can look a lot like playing “data detective” until you find the “golden key” that unlocks the really useful insights.
Distilling the knowledge of a large model is complex but a new method shows incredible performances Continue reading on Towards Data Science »
A step-by-step guide in understanding the concept of dependence and how to apply it to validate directed acyclic graphs in causal inference Continue reading on Towards Data Science »
How to plot the trajectory of a point over a complex surface Continue reading on Towards Data Science »
Comprehensive guide on how to analyse customer feedback using ChatGPT Image by DALL-E 3 In my previous articles, we discussed how to do Topic Modelling using ChatGPT. Our task was to analyse customer comments for different hotel chains and identify the main
Knowledge distillation for Mistral 7B Continue reading on Towards Data Science »
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