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The Ultimate AI/ML Roadmap For Beginners

How to learn AI/ML from scratch
The post The Ultimate AI/ML Roadmap For Beginners appeared first on Towards Data Science.
Published March 26, 2025
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Attractors in Neural Network Circuits: Beauty and Chaos

Neural networks under a different lens: generating basins of attraction in a shift register NN
The post Attractors in Neural Network Circuits: Beauty and Chaos appeared first on Towards Data Science.
Published March 25, 2025
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Data-Driven March Madness Predictions

How to optimize your bracket systematically, no college basketball knowledge required
The post Data-Driven March Madness Predictions appeared first on Towards Data Science.
Published March 25, 2025
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Testing the Power of Multimodal AI Systems in Reading and Interpreting Photographs, Maps, Charts and More

Can multimodal AI systems consisting in LLMs with vision capabilities understand figures and extract information from them?
The post Testing the Power of Multimodal AI Systems in Reading and Interpreting Photographs, Maps, Charts and More appeared first on Towards Data Science.
Published March 25, 2025
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A Clear Intro to MCP (Model Context Protocol) with Code Examples

MCP is a way to democratize access to tools for AI Agents. In this article we cover the fundamental components of MCP, how they work together, and a code example of how MCP works in practice.
The post A Clear Intro to MCP (Model Context Protocol) with Code Examples appeared first on Towards Data Science.
Published March 25, 2025
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Least Squares: Where Convenience Meets Optimality

Beyond being computationally easy, Least Squares is statically optimal and has a deep connection with Maximum Likelihood
The post Least Squares: Where Convenience Meets Optimality appeared first on Towards Data Science.
Published March 25, 2025
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What Do Machine Learning Engineers Do?

Breaking down my role as a machine learning engineer
The post What Do Machine Learning Engineers Do? appeared first on Towards Data Science.
Published March 25, 2025
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From Fuzzy to Precise: How a Morphological Feature Extractor Enhances AI’s Recognition Capabilities

Mimicking human visual perception to truly understand objects
The post From Fuzzy to Precise: How a Morphological Feature Extractor Enhances AI’s Recognition Capabilities appeared first on Towards Data Science.
Published March 25, 2025
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