TAI #118: Open source LLMs progress with Qwen 2.5 and Pixtral 12B
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, several new strong open-source LLM models were released. Following OpenAIβs huge LLM progress with its o1 βreasoningβ model family last week, it …
27 Equations Every Data Scientist Needs to Know
Author(s): Julia Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Everybodyβs talking about AI, but how many of those who claim to be βexpertsβ can actually break down the math behind it? Itβs …
Why Every Health Data Scientist Should Know About OMOP CDM
Author(s): Mazen Ahmed Originally published on Towards AI. Standardising Healthcare Data This member-only story is on us. Upgrade to access all of Medium. Image by Author A large issue I struggle with at work is standardising healthcare data. I gather data from …
Appleβs Surprising Take On AI: Why The Future Isnβt As Bright As We Thought
Author(s): Kamran Khan Originally published on Towards AI. Appleβs Take on AI This member-only story is on us. Upgrade to access all of Medium. Photo by Solen Feyissa on Unsplash Apple officially weighed in on the subject of artificial intelligence, and its …
Insert One Million Records With Just A Few Lines of SQL Code
Author(s): Kamireddy Mahendra Originally published on Towards AI. Save Time and Effort in Creating data to Practice SQL This member-only story is on us. Upgrade to access all of Medium. Image by author Hello! In this article, You will find a very …
Data4ML Preparation Guidelines (Beyond The Basics)
Author(s): Houssem Ben Braiek Originally published on Towards AI. Data preparation isnβt just a part of the ML engineering process β itβs the heart of it. This member-only story is on us. Upgrade to access all of Medium. Photo by Myriam Jessier …
LLM Agents Underscore One Truth: Data Is The Real Differentiator.
Author(s): Houssem Ben Braiek Originally published on Towards AI. We donβt have better algorithms; we just have more data. β Peter Norvig, The Unreasonable Effectiveness of Data. This member-only story is on us. Upgrade to access all of Medium. Edited Photo by …
DSPy: Machine Learning Attitude Towards LLM Prompting
Author(s): Serj Smorodinsky Originally published on Towards AI. Transition from prompt string manipulations to a PyTorch like framework This member-only story is on us. Upgrade to access all of Medium. Link to the official tutorial Full code at your one stop LLM …
Llama 3.2 Vision Review
Author(s): Barhoumi Mosbeh Originally published on Towards AI. Ollama multi-modal Ollama has just announced its official support for the Llama 3.2 Vision models. The Llama 3.2 Vision models come in two sizes: 11 billion and 90 billion parameters. In this article, I …
Automating Words: How GRUs Power the Future of Text Generation
Author(s): Tejashree_Ganesan Originally published on Towards AI. Automating Words: How GRUs Power the Future of Text Generation Isnβt it incredible how far language technology has come? Natural Language Processing, or NLP, used to be about just getting computers to follow basic commands. …
From Supervised Learning to Contextual Bandits: The Evolution of AI Decision-Making
Author(s): Joseph Robinson, Ph.D. Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Supervised Learning: Train once, deploy static model; Contextual Bandits: Deploy once, allow the agent to adapt actions based on content and …
Building a Web Scraping Tool for AI: A Journey into Data Extraction
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by James A. Molnar on Unsplash Disclaimer: This article is only for educational purposes. We do not encourage anyone to scrape …
Late Chunking In Long Context Embedding Models
Author(s): Barhoumi Mosbeh Originally published on Towards AI. source In a previous article, we looked at contextual retrieval from Anthropic, which is their context enhancement technique for improving RAG systems. But thereβs another technique called late chunking in long-context embedding models, which …
Apple Public Betas Bring ChatGPT To Siri
Author(s): Get The Gist Originally published on Towards AI. Plus: Googleβs Pixel Phone App to Get Gemini-Powered βAI Repliesβ This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday we share an …
Think Youβre a Machine Learning Expert? Answer These 7 Questions to Find Out
Author(s): Joseph Robinson, Ph.D. Originally published on Towards AI. Review the fundamentals, sharpen your skills, and ace that interview with this machine-learning pop quiz!Header created by the author using Canva. This member-only story is on us. Upgrade to access all of Medium. …
#48 Interpretability Might Not Be What Society Is Looking for in AI
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we are diving into some very interesting resources on the AI βblack box problemβ, interpretability, and AI decision-making. Parallely, we also dive into Anthropicβs new framework …