Part 20: Data Manipulation in Multi-Dimensional Aggregation
Author(s): Raj kumar Originally published on Towards AI. When financial analysts need to segment customer profitability across product lines and regions, or when risk managers aggregate exposure metrics across multiple hierarchies, they rely on advanced grouping techniques that go far beyond basic …
Sqribble’s Template‑Driven Document Automation
Author(s): idibaliban75 Originally published on Towards AI. Introduction Digital document creation has evolved from a manual, design‑heavy process into a workflow increasingly shaped by automation, templates, and no‑code systems. As document automation systems continue to evolve, the distinction between rule‑based engines and …
Anthropic Just Shipped the Layer That’s Already Going to Zero
Author(s): Gaurav Yadav Originally published on Towards AI. Anthropic shipped Managed Agents this week. AWS Bedrock AgentCore has been GA for five months. The interesting question isn’t who wins the runtime — it’s where the value migrates when the layer goes flat. …
Long-Term vs Short-Term Memory for AI Agents: A Practical Guide Without the Hype
Author(s): Andrii Tkachuk Originally published on Towards AI. Over the past year, memory has become one of the most overused — and misunderstood — concepts in AI agent design. But before I start, I want to add a few words, most of …
Building Your First AI App in Oracle APEX — For Free
Author(s): Sarfaraz Merchant Originally published on Towards AI. In Part 1 of this series Guide to Your OpenRouter API Key, we grabbed our “Universal Key” from OpenRouter. Today, we are going to put that key to work. Prerequisite: Must Have API Key …
Building ML in the Dark: A Survival Guide for the Solo Practitioner
Author(s): Yuval Mehta Originally published on Towards AI. Photo by Boitumelo on Unsplash No GPU cluster. No data team. No ML platform. Here’s what actually ships. Most ML content is written for teams that have things. A labelled dataset. An MLOps platform. …
AI Scraping
Author(s): Sefa Bilicier Originally published on Towards AI. Disclaimer: This article is only for educational purposes. We do not encourage anyone to scrape websites, especially those web properties that may have terms and conditions against such actions. Introduction The internet contains an …
Data Mining
Author(s): Sefa Bilicier Originally published on Towards AI. Introduction In today’s digital economy, data has become the new oil. But unlike oil, which requires drilling and refining, data requires a different kind of extraction: data mining. Everyday, organizations generate massive amounts of …
A Plateau Plan to Become AI-Native
Author(s): Bram Nauts Originally published on Towards AI. AI will not transform because it’s deployed – it will transform because the way of operating is redesigned. The tricky part? Transformations rarely fail at the start, they fail in the middle – when …
Calling the Anthropic API: 4 Lines to Your First LLM Response
Author(s): Nagaraj Originally published on Towards AI. No boilerplate here. No DI container, nothing-no middleware whatsoever. Just results I have dedicated several months to developing artificial intelligence backends using C# which includes building Semantic Kernel and HttpClient and custom middleware and dependency …
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