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 …
When AI Outsmarts Us
Author(s): Vita Haas Originally published on Towards AI. “Are you a robot?” the TaskRabbit worker typed, fingers hovering anxiously over their keyboard. The AI paused for exactly 2.3 seconds before crafting its response: “No, I have a visual impairment that makes it …
The Rise of Robotics
Author(s): Vita Haas Originally published on Towards AI. Transforming Everyday Life and Industry From autonomous vacuum cleaners gliding across our living rooms to robotic surgical instruments performing procedures with microscopic precision, robotics has seamlessly integrated itself into the modern life. No longer …
Can a LLM beat you At Chess?
Author(s): Arthur Lagacherie Originally published on Towards AI. We can use Outlines to answer this question. Recently, I discovered a Python package called Outlines, which provides a versatile way to leverage Large Language Models (LLMs) for tasks like: Classification Named Entity Extraction …
Unlocking The Secrets: Exploring Generative vs. Discriminative Models in Machine Learning
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. https://deepai.org/machine-learning-model/cute-creature-generator (a cat teacher draws a line in a blackboard) In Machine Learning, two models stand out: generative and discriminative models. They are used for distinct goals and they approach problems from unique …
Faster Knowledge Distillation Using Uncertainty-Aware Mixup
Author(s): Tata Ganesh Originally published on Towards AI. Photo by Jaredd Craig on Unsplash In this article, we will review the paper titled “Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup” [1], which aims to reduce the computational cost associated with distilling the knowledge …
The Principles of Production AI
Author(s): Charly Poly Originally published on Towards AI. One main observation can be made as we approach the end of 2024: AI Engineering is maturing, looking for a safer, more accurate, and reliable way to put RAGs and Agents into user’s hands. …
The Great AI Balancing Act:
Author(s): Vita Haas Originally published on Towards AI. The artificial intelligence landscape is reaching a critical inflection point. As we venture deeper, a fascinating paradox emerges: while AI capabilities surge forward at breakneck speed, our regulatory frameworks struggle to keep pace. Recent …
Can AI Understand Our Minds?
Author(s): Vita Haas Originally published on Towards AI. Image by Me and AI, My Partner in Crime When it comes to artificial intelligence (AI), opinions run the gamut. Some see AI as a miraculous tool that could revolutionize every aspect of our …
RAGate: Adaptive RAG for Conversational AI
Author(s): Rupali Patil Originally published on Towards AI. Building Conversational AI systems is hard!!! It’s feasible but also complex, time-consuming, and resource-intensive. The challenge lies in designing systems that can understand and generate human-like responses and ensuring that these systems engage users …
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 …
Building AI-Powered Applications with CockroachDB Vector Search: From Theory to Practice
Author(s): Siddharth Kshirsagar Originally published on Towards AI. What are Vector Databases ? In today’s AI-driven landscape, vector databases have emerged as a critical technology for managing and querying high-dimensional data in ways that mirror human understanding. These specialized database systems store …
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 …
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 …
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