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Your home for data science. A Medium publication sharing concepts, ideas and codes. - Medium
Site URL: towardsdatascience.com?source=rss----7f60cf5620c9---4
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Posts: 18
Followers: 2
Attractors in Neural Network Circuits:Â Beauty and Chaos
https://towardsdatascience.com/attractors-in-neural-network-circuits-beauty-and-chaos/
Published: March 25, 2025 19:26
Neural networks under a different lens: generating basins of attraction in a shift register NN The post Attractors in Neural Network Circuits:Â Beauty and Chaos appeared first on Towards Data Science.
Data-Driven March Madness Predictions
https://towardsdatascience.com/data-driven-march-madness-predictions/
Published: March 25, 2025 19:12
How to optimize your bracket systematically, no college basketball knowledge required The post Data-Driven March Madness Predictions appeared first on Towards Data Science.
Testing the Power of Multimodal AI Systems in Reading and Interpreting Photographs, Maps, Charts and More
Published: March 25, 2025 18:30
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…
A Clear Intro to MCP (Model Context Protocol) with Code Examples
https://towardsdatascience.com/clear-intro-to-mcp/
Published: March 25, 2025 18:03
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…
Least Squares: Where Convenience Meets Optimality
https://towardsdatascience.com/least-squares-where-convenience-meets-optimality/
Published: March 25, 2025 07:50
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.
What Do Machine Learning Engineers Do?
https://towardsdatascience.com/what-do-machine-learning-engineers-do/
Published: March 25, 2025 07:45
Breaking down my role as a machine learning engineer The post What Do Machine Learning Engineers Do? appeared first on Towards Data Science.
From Fuzzy to Precise: How a Morphological Feature Extractor Enhances AI’s Recognition Capabilities
Published: March 25, 2025 05:34
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.
Build Your Own AI Coding Assistant in JupyterLab with Ollama and Hugging Face
Published: March 24, 2025 19:04
A step-by-step guide to creating a local coding assistant without sending your data to the cloud The post Build Your Own AI Coding Assistant in JupyterLab with Ollama and Hugging Face appeared first on Towards Data Science.
Evolving Product Operating Models in the Age of AI
https://towardsdatascience.com/evolving-product-operating-models-in-the-age-of-ai/
Published: March 22, 2025 01:18
This article explores how the product operating model, and the core competencies of empowered product teams in particular, can evolve to face the emerging opportunities and challenges in the age of AI. The post Evolving Product Operating Models in the Age…
No More Tableau Downtime: Metadata API for Proactive Data Health
https://towardsdatascience.com/no-more-tableau-downtime-metadata-api-for-proactive-data-health/
Published: March 21, 2025 20:01
Leverage the power of the Metadata API to act on any potential data disruptions The post No More Tableau Downtime: Metadata API for Proactive Data Health appeared first on Towards Data Science.
What Germany Currently Is Up To, Debt-Wise
https://towardsdatascience.com/what-germany-currently-is-up-to-debt-wise/
Published: March 21, 2025 19:30
Billions, visualized to scale using python and HTML The post What Germany Currently Is Up To, Debt-Wise appeared first on Towards Data Science.
Google’s Data Science Agent: Can It Really Do Your Job?
https://towardsdatascience.com/googles-data-science-agent-can-it-really-do-your-job/
Published: March 21, 2025 18:31
I tested Google’s Data Science Agent in Colab—here’s what it got right (and where it failed) The post Google’s Data Science Agent: Can It Really Do Your Job? appeared first on Towards Data Science.
R.E.D.: Scaling Text Classification with Expert Delegation
https://towardsdatascience.com/r-e-d-scaling-text-classification-with-expert-delegation/
Published: March 21, 2025 05:11
A novel large-scale semi-supervised framework that augments traditional classification with LLMs The post R.E.D.: Scaling Text Classification with Expert Delegation appeared first on Towards Data Science.
Algorithm Protection in the Context of Federated Learning
https://towardsdatascience.com/algorithm-protection-in-the-context-of-federated-learning/
Published: March 21, 2025 04:32
A pragmatic look into protecting algorithms and models deployed into real-world federated analysis and learning settings in healthcare. The post Algorithm Protection in the Context of Federated Learning appeared first on Towards Data Science.
Mastering the Poisson Distribution: Intuition and Foundations
https://towardsdatascience.com/mastering-the-poisson-distribution-intuition-and-foundations/
Published: March 21, 2025 04:10
Take a dive into the foundations and exemplifying use cases of the Poisson distribution The post Mastering the Poisson Distribution: Intuition and Foundations appeared first on Towards Data Science.
Six Organizational Models for Data Science
https://towardsdatascience.com/six-organizational-models-for-data-science/
Published: March 21, 2025 04:01
Setting a team up for success or failure The post Six Organizational Models for Data Science appeared first on Towards Data Science.
Mastering Hadoop, Part 3: Hadoop Ecosystem: Get the most out of your cluster
Published: March 15, 2025 01:20
Exploring the Hadoop ecosystem — key tools to maximize your cluster’s potential The post Mastering Hadoop, Part 3: Hadoop Ecosystem: Get the most out of your cluster appeared first on Towards Data Science.
The Impact of GenAI and Its Implications for Data Scientists
https://towardsdatascience.com/the-impact-of-genai-and-its-implications-for-data-scientists/
Published: March 14, 2025 22:56
What we can learn from Anthropic’s analysis of millions of Claude.ai chats The post The Impact of GenAI and Its Implications for Data Scientists appeared first on Towards Data Science.