The Secret to Unlocking Deeper SWOT Analysis with AI (The Code That Started It All — and How I Took It to the Next Level)
Author(s): Mukundan Sankar Originally published on Towards AI. I thought I had cracked the code for automated SWOT analysis… until Neuro-symbolic AI revealed an entirely new layer of depth. This member-only story is on us. Upgrade to access all of Medium. Image …
Web-LLM Assistant: Bridging Local AI Models With Real-Time Web Intelligence
Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. Top highlight This member-only story is on us. Upgrade to access all of Medium. In the dynamic realm of artificial intelligence, the ability to access and synthesize real-time information is paramount. Traditional large …
Taming the Oracle: Key Principals That Bring Our LLM Agents to Production
Author(s): Nate Liebmann Originally published on Towards AI. A Tame Oracle. Generated with Microsoft Designer With the second anniversary of the ChatGPT earthquake right around the corner, the rush to build useful applications based on large language models (LLMs) of its like …
A Modern Approach To The Fundamental Problem of Causal Inference
Author(s): Andrea Berdondini Originally published on Towards AI. Photo by the author ABSTRACT: The fundamental problem of causal inference defines the impossibility of associating a causal link to a correlation, in other words: correlation does not prove causality. This problem can be …
25 Must-Know Retrieval-Augmented Generation Models (RAG) Transforming AI & NLP in 2024
Author(s): Isuru Lakshan Ekanayaka Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. image source Large Language Models (LLMs) like GPT-4 have revolutionized the field of NLP, demonstrating remarkable capabilities in generating human-like text, …
Exploring DNA Classification with Next-Generation Sequencing (NGS) and Machine Learning
Author(s): Souradip Pal Originally published on Towards AI. Unlocking insights into DNA sequences using machine learning and bioinformatics techniques. This member-only story is on us. Upgrade to access all of Medium. DNA is often described as the blueprint of life, encoding the …
From Ashes to Algorithms: How GOES Satellites and Python Can Protect Wildlife and Communities
Author(s): Ruiz Rivera Originally published on Towards AI. Photo by BBC News Introduction Imagine what it must be like to be a creature on a hot, dry summer day living in a remote forest within a dense mountainous region you’ve called home …
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. Everybody’s talking about AI, but how many of those who claim to be “experts” can actually break down the math behind it? It’s …
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 …
Apple’s Surprising Take On AI: Why The Future Isn’t As Bright As We Thought
Author(s): Kamran Khan Originally published on Towards AI. Apple’s 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 …
Data4ML Preparation Guidelines (Beyond The Basics)
Author(s): Houssem Ben Braiek Originally published on Towards AI. Data preparation isn’t just a part of the ML engineering process — it’s 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 don’t have better algorithms; we just have more data. — Peter Norvig, The Unreasonable Effectiveness of Data. This member-only story is on us. Upgrade to access all of Medium. Edited Photo by …
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 …
Think You’re 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. …
What’s Really Driving the 2024 Election Narrative?
Author(s): Mukundan Sankar Originally published on Towards AI. An Inside Look at Media Sentiment and Key Issues Using Data This member-only story is on us. Upgrade to access all of Medium. Photo by visuals on Unsplash At the time of this writing, …
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