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Time Series Forecasting Made Simple (Part 2): Customizing Baseline Models

Time Series Forecasting Made Simple (Part 2): Customizing Baseline Models

by Dr. Owns | May 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Thank you for the kind response to Part 1, it’s been encouraging to see so many readers interested in time series forecasting. In Part 1 of this series, we broke down time series data into trend, seasonality, and noise, discussed when to use additive versus...
How Not to Write an MCP Server

How Not to Write an MCP Server

by Dr. Owns | May 9, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

I recently had the chance to create an MCP server for an observability application in order to provide the AI agent with dynamic code analysis capabilities. Because of its potential to transform applications, MCP is a technology I’m even more ecstatic about than I...
Clustering Eating Behaviors in Time: A Machine Learning Approach to Preventive Health

Clustering Eating Behaviors in Time: A Machine Learning Approach to Preventive Health

by Dr. Owns | May 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

It’s well known that what we eat matters — but what if when and how often we eat matters just as much? In the midst of ongoing scientific debate around the benefits of intermittent fasting, this question becomes even more intriguing. As someone passionate about...
Model Compression: Make Your Machine Learning Models Lighter and Faster

Model Compression: Make Your Machine Learning Models Lighter and Faster

by Dr. Owns | May 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Introduction Whether you’re preparing for interviews or building Machine Learning systems at your job, model compression has become a must-have skill. In the era of LLMs, where models are getting larger and larger, the challenges around compressing these models to...
ACP: The Internet Protocol for AI Agents

ACP: The Internet Protocol for AI Agents

by Dr. Owns | May 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

With ACP (Agent Communication Protocol), AI agents can collaborate freely across teams, frameworks, technologies, and organizations. It’s a universal protocol that transforms the fragmented landscape of today’s AI Agents into inter-connected team mates. This unlocks...
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