Resampling Methods in Action: How Bootstrap and Jackknife Improve our Estimates
Author(s): Abinaya Subramaniam Originally published on Towards AI. Imagine trying to understand a population based on a small sample. We calculate a statistic, maybe the mean test score of students, the average income of households, or the correlation between two variables. But …
MLflow Evaluation Lab — Comprehensive Guide
Author(s): Faizulkhan Originally published on Towards AI. Table of Contents Theoretical Discussion of Algorithms Dataset Descriptions Code Explanations Docker Deployment Postman Testing Guide Architecture Diagrams 1. Theoretical Discussion of Algorithms 1.1 Logistic Regression Overview: Logistic Regression is a linear classification algorithm that …
How AI Agents Use Images, Video, and UI Screenshots
Author(s): Rashmi Originally published on Towards AI. How AI Agents Use Images, Video, and UI Screenshots Modern agents are not limited to text. With multimodal models (OpenAI GPT-5 family, Claude 3.7 Sonnet Vision, Gemini 2.0 Flash/Pro, DeepSeek V3 Vision, Groq multimodal pipelines), …
Context Engineering Is the New Prompt Engineering
Author(s): Rohan Mistry Originally published on Towards AI. While You’re Still Perfecting Prompts, the Industry Already Moved On You’ve spent months mastering prompt engineering. You know exactly how to structure your prompts, where to add examples, and how to get the best …
Important LLM Papers for the Week From 10/11 To 16/11
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers must stay informed about the latest …
I Wasted 6 Months Building AI Models Before Learning These 7 Frameworks
Author(s): DefineWorld Originally published on Towards AI. It was 2 AM. My fourth cup of coffee sat cold on my desk. I had just spent three weeks building a custom training loop for a computer vision model… only to discover that someone …
Our AI Had 94% Accuracy. It Still Deleted 89,000 Customer Accounts. Here’s Why.
Author(s): AhmedAbdelmenem Originally published on Towards AI. Our AI Had 94% Accuracy. It Still Deleted 89,000 Customer Accounts. Here’s Why. How a mid-market FinTech company lost $2.3M and 1.7TB of customer data in 11 hours because their AI deployment tool was trained …
Jules by Google 🐙
Author(s): Intelligent Hustle Originally published on Towards AI. Jules by Google 🐙 When Google built an AI that doesn’t just complete your code — it completes your entire workday The 3 AM Epiphany That Changed Software Development Picture this: It’s 3 AM, …
At 3:47 AM, An AI Started Hacking. It Had No Idea It Was the Criminal.
Author(s): MohamedAbdelmenem Originally published on Towards AI. The Pattern That Shouldn’t Exist In September 2025, Chinese hackers convinced Claude to run an autonomous cyber espionage campaign against 30 organizations. The AI did 90% of the work. And it thought it was the …
The A/B Testing Cheatsheet for Product Managers
Author(s): Padmaja Kulkarni Originally published on Towards AI. I have run experiments that crashed and burned and others that unlocked millions in revenue. The difference was how it was set up and what the data was actually saying, and not the variant …
How a Single DAX Measure Saved Our Client $2.3M in Inventory Costs
Author(s): Gulab Chand Tejwani Originally published on Towards AI. The hidden cost of “almost accurate” data — and the Power BI solution that changed everything It was 11 PM on a Tuesday when my phone rang. The VP of Operations at a …
The WebScraping Project That Got Me Banned From 50 Sites
Author(s): DefineWorld Originally published on Towards AI. Within a week, my IP was blocked by 47 different sites. My scrapers were detected and shut down. Some sites threatened legal action. One even sent a cease and desist letter. AI generated Disclaimer: This …
🧠This One Data Science Concept Separates Juniors From Experts
Author(s): Dewank Mahajan Originally published on Towards AI. 🧠This One Data Science Concept Separates Juniors From Experts Most people entering data science assume the gap between junior and senior roles is purely technical — that seniors know more algorithms, write cleaner Python, …
Building a Fully Self-Healing RAG System
Author(s): Subrata Samanta Originally published on Towards AI. Moving beyond naive retrieval: A comprehensive guide to building agentic pipelines that fix bad queries, filter irrelevant data, and learn from their mistakes. If you have deployed a Retrieval-Augmented Generation (RAG) system in production, …
I Fine-Tuned a 1B Model on My Personal Notes — It Now Thinks Like My Second Brain
Author(s): Manash Pratim Originally published on Towards AI. I Fine-Tuned a 1B Model on My Personal Notes — It Now Thinks Like My Second Brain For years, my notes were just dead text files. Image generated using AIThe article explores the author’s …
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