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 …
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 …
Inside DeepSeek-R1: The Amazing Model that Matches GPT-o1 on Reasoning at a Fraction of the Cost
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 175,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
10 FAQs on AI Agents: Decoding Google’s Whitepaper in Simple Terms
Author(s): Kshitij Darwhekar Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. This article is part of a new series I’m launching called 10 FAQs. In this series, I aim to break down complex …
Creating Custom Image Filters With Opencv
Author(s): Parth Mahakal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image by Author A variety of different artistic, and stylistic, optical image-capture methods are offered by this group of filters. The Thermal …
Explainability for 3DResNet Classifier
Author(s): Shashwat (Shawn) Gupta Originally published on Towards AI. GradCAM is one of the simplest techniques to get explainability insights into model prediction. I was surprised to find that while there are many blogs on Medium about using GradCAM with ResNet, there …
Sleepless Nights: A Statistical Look at Modern Sleep Patterns
Author(s): Daksh Trehan Originally published on Towards AI. A Statistical Journey Into the Factors That Shape Our Sleep They say the best cure for sleepless nights is to count sheeps. But for some of us, the sheeps are too busy scrolling social …
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