Deep Dives

GraphRAG in Motion: A Easy Agent for Know-Your-Customer Investigations

the world of monetary services, Know-Your-Customer (KYC) and Anti-Money Laundering (AML) are critical defense lines against illicit activities. KYC is of course modelled as a graph problem, where customers, accounts, transactions, IP addresses,...

Explainable Anomaly Detection with RuleFit: An Intuitive Guide

your anomaly detection results to your stakeholders, the immediate next query is all the time “?”. In practice, simply flagging an anomaly isn't enough. Understanding  is crucial to determining one of the best next motion....

Taking ResNet to the Next Level

In the event you read the title of this text, you may probably think that ResNeXt is directly derived from ResNet. Well, that’s true, but I believe it’s not entirely accurate. In reality, to...

Prescriptive Modeling Makes Causal Bets – Whether You Comprehend it or Not!

modeling is the top of analytics value. It doesn’t give attention to what happened, and even what occur – it takes analytics further by telling us what we should always do to vary...

AI Agent with Multi-Session Memory

Intro In Computer Science, identical to in human cognition, there are different levels of memory: Primary Memory (like RAM) is the energetic temporary memory used for current tasks, reasoning, and decision-making on current tasks. It holds...

Data Science: From School to Work, Part V

(Source) — (co-designers of the Erlang programming language.) article about Python for the series “Data Science: From School to Work.” For the reason that starting, you've gotten learned how one can manage your...

A Developer’s Guide to Constructing Scalable AI: Workflows vs Agents

I had just began experimenting with CrewAI and LangGraph, and it felt like I’d unlocked an entire latest dimension of constructing. Suddenly, I didn’t just have tools and pipelines — I had . I...

A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline

in the info input pipeline of a machine learning model running on a GPU may be particularly frustrating. In most workloads, the host (CPU) and the device (GPU) work in tandem: the CPU...

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