Unlock the Power of AI: Build Your Own News Summarizer in 4 Easy Steps 📈
Author(s): Prisca Ekhaeyemhe Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Tired of wasting hours sifting through crypto news? Discover how I built a fully automated AI tool that scrapes, analyzes, and emails …
Conditional (Case When) Statements in SQL
Author(s): Kamireddy Mahendra Originally published on Towards AI. A Must-Know Concept to Work in the Real World Projects This member-only story is on us. Upgrade to access all of Medium. Image by author In real-world projects, It’s necessary to understand that the …
Synthetic Data Generation for Fine-Tuning LLMs
Author(s): Kamban Parasuraman Originally published on Towards AI. Photo by Joshua Sortino on Unsplash General-purpose large language models (LLMs) like LLaMA, Mistral, and Phi excel at quickly answering a wide range of generic questions because they are trained on vast amounts of …
How Semantic Search is Transforming the Way We Find Information
Author(s): Shivam Dattatray Shinde Originally published on Towards AI. Agenda How information retrieval used to work in the past Introduction of sematic search to the retrieval systems Dense Retrieval Reranking RAGs Conclusion How information retrieval used to work in the past Before …
Image Segmentation Made Easy: A Guide to Ilastik and EasIlastik for Non-Experts
Author(s): Titouan Le Gourrierec Originally published on Towards AI. Example of the results obtainable after this tutorial (by author) Introduction Image segmentation plays a key role in various fields, from identifying cells in biological research to analyzing regions in satellite imagery. However, …
Machine Learning in Healthcare
Author(s): Rohan Rao Originally published on Towards AI. Diabetes Prediction with ML This member-only story is on us. Upgrade to access all of Medium. Photo by Stephen Dawson on Unsplash How cool it sounds “Machine Learning In Healthcare” to you? It sounds …
Agents Are All You Need vs. Agents Are Not Enough: A Dueling Perspective on AI’s Future
Author(s): Emil Walleser, DVM, PhD Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The rapid evolution of artificial intelligence (AI) has sparked a compelling debate: Are autonomous agents sufficient to tackle complex tasks, …
Pattern Paradox: The Self-Reinforcing Nature of The Pattern Architecture & Systems
Author(s): Cole Williams Originally published on Towards AI. “All things appear and disappear because of the concurrence of causes and conditions. Nothing ever exists entirely alone; everything is in relation to everything else.” Probing & Stress Testing The Conceptual Foundation To MLM …
The Stargate Project: New Age for Data Scientists?
Author(s): Artem Shelamanov Originally published on Towards AI. The recently announced Stargate Project, with its massive investment and ambitious goals, is likely to have huge impact on the data science field. In this article, we cover main implications and possible consequences. Photo …
AutoGen, AG2, and Semantic Kernel: Complete Guide
Author(s): Naveen Krishnan Originally published on Towards AI. 🚀Deep Dive into AutoGen (0.2 & 0.4), AG2, and Semantic Kernel — Exploring Agent Architecture, Chats using all Frameworks, and More 🤖 Image generated using Microsoft Designer 1. Introduction As AI (Artificial Intelligence) is …
Adversarial Machine Learning: A Deep Dive
Author(s): Rohan Rao Originally published on Towards AI. A Cyber attack — Manipulating machine learning models This member-only story is on us. Upgrade to access all of Medium. Image created by author in canva Today morning, I suddenly had a thought that …
Modern Analytics Framework — Industry Approach
Author(s): Saif Ali Kheraj Originally published on Towards AI. Analytics Methodologies, Frameworks, and Applications This member-only story is on us. Upgrade to access all of Medium. In this post, I am going to talk about analytics from an organization’s perspective, mixing in …
The Steepest Ascent Hill Climbing Algorithm Unraveled
Author(s): Mirko Peters Originally published on Towards AI. The steepest ascent hill climbing algorithm is a potent tool for optimization, yet it faces challenges such as local maxima, evaluation function dependency, and plateaus. By overcoming these hurdles through clever adaptations and real-world …
GenAI for Better NLP Systems II: Social Media Analytics
Author(s): Nabanita Roy Originally published on Towards AI. Leveraging GenAI for Social Media Analytics for swifter text processing and inferences as well as improving traditional NLP models with the aid of LLMs This member-only story is on us. Upgrade to access all …
#59: The Agentic AI Era, Smolagents, and a “Gatekeeper” Agent Prototype
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! As you already know, we recently launched our 8-hour Generative AI Primer course, a programming language-agnostic 1-day LLM Bootcamp designed for developers like you. We also have a …
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