Towards Data Science

The Ultimate AI/ML Roadmap For Beginners

How to learn AI/ML from scratch The post The Ultimate AI/ML Roadmap For Beginner...

Data-Driven March Madness Predictions

How to optimize your bracket systematically, no college basketball knowledge req...

Attractors in Neural Network Circuits: Beauty and Chaos

Neural networks under a different lens: generating basins of attraction in a shi...

Testing the Power of Multimodal AI Systems in Reading a...

Can multimodal AI systems consisting in LLMs with vision capabilities understand...

A Clear Intro to MCP (Model Context Protocol) with Code...

MCP is a way to democratize access to tools for AI Agents. In this article we co...

Least Squares: Where Convenience Meets Optimality

Beyond being computationally easy, Least Squares is statically optimal and has a...

What Do Machine Learning Engineers Do?

Breaking down my role as a machine learning engineer The post What Do Machine Le...

Build Your Own AI Coding Assistant in JupyterLab with O...

A step-by-step guide to creating a local coding assistant without sending your d...

Evolving Product Operating Models in the Age of AI

This article explores how the product operating model, and the core competencies...

No More Tableau Downtime: Metadata API for Proactive Da...

Leverage the power of the Metadata API to act on any potential data disruptions ...

What Germany Currently Is Up To, Debt-Wise

Billions, visualized to scale using python and HTML The post What Germany Curren...

Google’s Data Science Agent: Can It Really Do Your Job?

I tested Google’s Data Science Agent in Colab—here’s what it got right (and wher...

R.E.D.: Scaling Text Classification with Expert Delegation

A novel large-scale semi-supervised framework that augments traditional classifi...

Algorithm Protection in the Context of Federated Learning 

A pragmatic look into protecting algorithms and models deployed into real-world ...

Mastering the Poisson Distribution: Intuition and Found...

Take a dive into the foundations and exemplifying use cases of the Poisson distr...

Six Organizational Models for Data Science

Setting a team up for success or failure The post Six Organizational Models for ...

Mastering Hadoop, Part 3: Hadoop Ecosystem: Get the mos...

Exploring the Hadoop ecosystem — key tools to maximize your cluster’s potential ...

Mastering Prompt Engineering with Functional Testing: A...

How prompt evaluation with a systematic approach composed of algorithmic testing...

The Impact of GenAI and Its Implications for Data Scien...

What we can learn from Anthropic’s analysis of millions of Claude.ai chats The p...

Nine Pico PIO Wats with Rust (Part 2)

Raspberry Pi programmable IO pitfalls illustrated with a musical example The pos...

Forget About Cloud Computing. On-Premises Is All the Ra...

From startups to enterprise, companies are lowering costs and regaining control ...

Effortless Spreadsheet Normalisation With LLM

Clean data, clear insights: The LLM workflow for reshaping spreadsheets The post...

One Turn After Another

Game theory 101: Dynamic games The post One Turn After Another appeared first on...

Essential Review Papers on Physics-Informed Neural Netw...

Skip the noise and focus on what really matters in PINN development The post Ess...

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