How To Use RAG To Crowdsource Event Forecasts
Author(s): ___ Originally published on Towards AI. The Building Blocks For An Autonomous Agent In Prediction Markets? 🤔This image was created using an AI image creation program As someone who works with vector databases daily, I’ve become accustomed to the conventional applications …
Learn AI Together — Towards AI Community Newsletter #19
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! After a much-needed break last week, we are back with exciting collaboration opportunities, some of our best articles written by AI experts worldwide, and fun discussions on our …
How Neighborly is K-Nearest Neighbors to GIS Pros?
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 At one point in your life I am sure you have interacted with a nice neighbor, you know, the one who would greet you on your …
Are LLMs Only Good for Chat-Based Solutions? Exploring Beyond Language Tasks
Author(s): Andy Spezzatti Originally published on Towards AI. Beyond Words: LLMs Enhance Data Analysis from Genomics to StrategySource: Image by Nicole Herero on Unsplash Over the past two years, Large Language Models (LLMs) including ChatGPT, Antropic, and Mistral have transformed our engagement …
Deploy MLflow Server on Amazon EC2 Instance
Author(s): ronilpatil Originally published on Towards AI. Image by Author Hi folks! Ready to take your model deployment game to the next level? Let’s dive into setting up an MLflow Server on an EC2 instance! I’ll explain the steps to configure Amazon …
RAG 2.0, Finally Getting RAG Right!
Author(s): Ignacio de Gregorio Originally published on Towards AI. The Creators of RAG Present its Successor Looking at the AI industry, we have grown accustomed to seeing stuff get ‘killed’ every single day. I myself cringe sometimes when I have to talk …
ML Engineering is Not What You Think — ML Jobs Explained
Author(s): Boris Meinardus Originally published on Towards AI. How much machine learning really is in ML Engineering? It’s so confusing! There are so many different data- and machine-learning-related jobs. But what actually are the differences between a Data Engineer, Data Scientist, ML …
Mixture of Experts
Author(s): Louis-François Bouchard Originally published on Towards AI. Mixtral 8x7B explained Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/OqlNmNylE0I What you know about is wrong. We are not using this technique because each model is an expert …
The Controversy of AI Greeting Cards
Author(s): GaryGeo Originally published on Towards AI. Today I am taking a slight detour from my usual data analysis, to indulge one of my favorite hobbies — crafting personalized greeting cards, now with a significant boost from Artificial Intelligence. My fascination with …
Google’s CodeGemma: I am not Impressed
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. I experimented with CodeGemma. Here are my results What codeGemma is supposed to be, according to Google — CodeGEMMA represents a significant advancement in the realm of code generation and completion, stemming …
Discover The Top 10 Most Used OpenAI GPTs
Author(s): Ahmed Fessi Originally published on Towards AI. In November 2023, almost one year after ChatGPT 3 was released, OpenAI announced GPTs, allowing users to create and publish their own conversational chatbots, customized as per their instructions, and have them available in …
This AI newsletter is all you need #94
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie For the past few weeks, we have been following an increased pace of voice and music AI model releases. In particular, Suno AI’s v3 …
Mastering Large Language Model (LLM) Fine-Tuning: Top Learning Resources
Author(s): Youssef Hosni Originally published on Towards AI. Large language models (LLMs) have transformed the field of natural language processing with their advanced capabilities and highly sophisticated solutions. These models, trained on massive datasets of text, perform a wide range of tasks, …
Simple Streamlit Sliders: Intaractive Map Visuals with GPT-4 Prompting
Author(s): John Loewen, PhD Originally published on Towards AI. Prompt engineering for interactive Python Streamlit mapsDall-E image: A choropleth map on a screen with a pleasing view in the background Interactive choropleth maps are powerful tools for visualizing and understanding complex datasets …
Exploration of Joint PMFs: Their Applications in Data Science (Part 1)
Author(s): Ghadah AlHabib Originally published on Towards AI. (Image generated by ChatGPT) Introduction to Joint PMFs When dealing with discrete random variables, the joint probability mass function (PMF) is a fundamental concept in probability theory and statistics. Understanding it is crucial for …
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