AI for fun and profit! Photo by 🇸🇮 Janko Ferlič on UnsplashIn this article, we’ll explore how to leverage large language models (LLMs) to search and scientific papers from PubMed Open Access Subset, a free resource for accessing biomedical and life sciences literature. We’ll use Retrieval-Augmented Generation, RAG, to search our digital library. AWS Bedrock…

While we ingest the data from the API, we will apply some criteria. First, we will only ingest documents where the year is between 2016 and 2022. We want fairly recent language as terms and taxonomy of certain subjects can change over long periods of time. We will also add key terms and conduct multiple…

Intelligently synergizing dynamic programming and Monte Carlo algorithms R einforcement learning is a domain in machine learning that introduces the concept of an agent learning optimal strategies in complex environments. The agent learns from its actions, which result in rewards, based on the environment’s state. Reinforcement learning is a challenging topic and differs significantly from…

And stay competitive in a saturated job market Photo by Thomas Kelley on UnsplashWith AI productivity tools like Microsoft Copilot, ChatGPT, and many others emerging, some technology professionals have drawn concerns around their skill sets becoming obsolete. Since AI is still in its infancy, it’s impossible for anyone to predict exactly how the skill sets…

How simulations outperform traditional stats in that they are easier to understand, more flexible, and economically meaningful [Image by Author]Controlled experiments such as A/B tests are used heavily by companies. However, many people are repelled by A/B testing due to the presence of intimidating statistical jargon including terms such as “confidence”, “power”, “p-value”, “t-test”, “effect…

As many of you know, the 30-Day Map Challenge is a social media event where people passionate about maps create a topic-based design for 30 days in November. You can find more information about it on the official website. Just a few people handle creating a map that is fully presentable… Source link

FulFILL your dreams of having AI write repetitive reports for you. Find out how we built Fill.sg in 2 weeks at LAUNCH! Table of Contents Introduction Problem statement Our Solution Prompts Behind Fill.sg ∘ Breakthrough in LLMs: Long-context models ∘ Our Prompting Approach ∘ Report Generation: Divide and Conquer UI/UX Considerations for a User-Friendly GenAI…

Building a programming language from scratch in a few hours Trees: The Hierarchical Heart of Computer Science. Source: Jeremy Bishop on UnsplashThe world is full of programming languages with all kinds of different use cases. Most of these languages, though, are built for very general purposes — sometimes, we may want to design a language…

An introduction to Network Analysis in Python, along with a practical example using Pokemon data from the PokeApi Photo by Michael Rivera on UnsplashNetwork Analysis is a robust yet straightforward approach to meaningfully understanding various entities'… Source link

TUTORIAL How I learned to use AI as an alternative to generate amazing random data. Kory Becker · Follow Published in Towards Data Science · 8 min read · 8 hours ago -- Share Photo by DALLE.I’ve recently decided to re-familiarize myself with programming…