The Python LEGB (local, enclosing, global, built-in) rule decides the name resolution of variables and functions, and helps data science and development performance.
The term MLOps, or Machine Learning Operations is a loaded term that comprises a complex of tasks, processes and infrastructure to set up, automate and monitor. An early 2015 paper by Google, before…
Named Entity Disambiguation (NED) is an essential task in Natural Language Processing (NLP) for resolving ambiguous mentions of named entities to their corresponding unambiguous entities in a…
Disease prediction from speech can be the next revolution in healthcare. “AI’s Emerging Role in Disease Detection from Human Speech” is published by Salvatore Raieli in Towards Data Science.
ChatGPT overuses the word "Delve" in response to prompts. Why is this chatbot biased to use this word? It has to do with RLHF and the way ChatGPT was built.
If you look up the history of Fourier analysis, you’ll see that Jean-Baptiste Joseph Fourier formalized the series that would bear his name while working on the heat flow problem. A Fourier series…
In 1654 Pascal and Fermat worked together to solve the problem of the points [1] and in so doing developed an early theory for deductive reasoning with direct probabilities. Thirty years later, Jacob…
Reinforcement learning is a domain in machine learning that introduces the concept of an agent who must learn optimal strategies in complex environments. The agent learns from its actions that result…
Imagine streamlining your entire business management through a single, user-friendly interface on your phone. While juggling multiple apps is common practice, the future lies in consolidating all…
Data is the foundation of how today’s websites and apps function. Items in your shopping carts, comments on all your posts, and changing scores in a video game are examples of information stored…
