Data Science

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A Framework for How Data Informs Decisions The Decision Intelligence / Data Science Integration Framework

As data storage and management becomes less expensive, many organizations are tasked with being “data-driven”. What does this mean in practice? For many, using data to inform important organizational decisions is an important goal. This is the role of Decision Intelligence (DI): a practice that bridges decisions to data. However, it’s not always clear how […]

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Understanding what we mean by “Decision” in ML/AI/DI

In artificial intelligence, machine learning, decision intelligence, statistics, and science, we use the word “decision” to mean a lot of things. Let’s tease out some distinctions: Decision TypeNameQuestion answeredPrimary information SourceTypical success criterionTypical methodAML classification“Decisions That”: “What is this picture?” “What disease does this person have?” “Is this a cat?”DataTrue positive, true negativeSupervised learningBML regression“Decision

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The #COVID19 Driver’s Seat

I caught COVID19 in March, a few weeks after breaking my arm badly enough to need surgery.  I made it through, but along the way, and with the perspective afforded by a lot of time on the couch and away from the day-to-day business of Quantellia, I became galvanized to do something about other COVID

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Introduction to Datascience: Learn Julia Programming, Math & Datascience from Scratch

I was emboldened to write this book after my video series called Data Science With Julia got some traction. That too after a tweet about Decision Tree was liked by Julia Language itself. So I thought why not give it more?

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Cisco Released Cisco Time Series Model: Their First Open-Weights Foundation Model based on Decoder-only Transformer Architecture

Cisco and Splunk have introduced the Cisco Time Series Model, a univariate zero shot time series foundation model designed for observability and security metrics. It is released as an open weight checkpoint on Hugging Face under an Apache 2.0 license, and it targets forecasting workloads without task specific fine tuning. The model extends TimesFM 2.0

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Top 5 Data Platform Development Companies Across the World

In a world increasingly driven by data, organizations must rely on robust, scalable, and secure platforms that underpin analytics, AI, and operational intelligence. Developing such platforms requires deep expertise in data engineering, modern cloud architectures, integration, API design, and domain-specific compliance. As a result, many businesses partner with specialized data platform development firms to build

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10 Best Big Data Development Firms for Enterprises

In the modern enterprise landscape, data is not just an asset—it’s the foundation for growth, efficiency, and competitive advantage. Organizations today generate massive volumes of structured and unstructured information, but without the right tools and expertise, that data often remains underutilized. This is where specialized firms offering big data development services come in. By combining

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Top IoT Analytics Firms Combining Big Data, AI & Edge Computing

The Internet of Things (IoT) continues to revolutionize industries by connecting devices, systems, and people in real time. However, the real business value emerges not just from collecting data, but from analyzing it to gain actionable insights. This is where IoT analytics companies come into play — combining big data, artificial intelligence (AI), and edge

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How to Design an Advanced Multi-Page Interactive Analytics Dashboard with Dynamic Filtering, Live KPIs, and Rich Visual Exploration Using Panel

In this tutorial, we build an advanced multi-page interactive dashboard using Panel. Through each component of implementation, we explore how to generate synthetic data, apply rich filters, visualize dynamic time-series trends, compare segments and regions, and even simulate live KPI updates. We design the system step by step so we can truly understand how each

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