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Data Science Collective
Advice, insights, and ideas from the Medium data science community
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How to Find the Right Distribution for Your Data: A Practical Guide for Non-Statistician
How to Find the Right Distribution for Your Data: A Practical Guide for Non-Statistician
With Two Interactive Tools to Get it Right
Paolo Perrone
Jun 4
From Containers to Context: How Docker and Kubernetes Fit into MCP Development
From Containers to Context: How Docker and Kubernetes Fit into MCP Development
Edgar Bermudez
Jun 4
Build Smarter AI Agents for Free Using LangGraph & Ollama
Build Smarter AI Agents for Free Using LangGraph & Ollama
How to create agentic systems from scratch and monitor them using LangGraph studio?
Evren Ozkip
Jun 4
Master Advanced Prompting Techniques to Optimize LLM Application Performance
Master Advanced Prompting Techniques to Optimize LLM Application Performance
Boost accuracy, relevance, and efficiency of your LLM-powered applications through expert-level prompting strategies
Felix Pappe
Jun 4
Latest
Scrape Anything With DeepSeek R1 V2 + Minion-Agent (FREE & EASY)
Scrape Anything With DeepSeek R1 V2 + Minion-Agent (FREE & EASY)
In this story, I have a quick tutorial showing how to create a powerful chatbot using Minion-Agent, Smolagents, and Deepseek–R1-0528 to…
Gao Dalie (高達烈)
Jun 4
No SQL Knowledge? No Problem! Build an AI Data Analyst Agent with SmolAgents
No SQL Knowledge? No Problem! Build an AI Data Analyst Agent with SmolAgents
Powered by Gemma 3, Pandas & Ollama — All on Google Colab’s Free Tier
Mouez Yazidi
Jun 4
Essential Bash Commands Every Data Scientist Should Know
Essential Bash Commands Every Data Scientist Should Know
Bash Tactics for Clean, Collaborative Data Science
Jaume Boguñá
Jun 4
Attention Is All You Need!
Attention Is All You Need!
Demystifying the Transformer Architecture.
Marcucci
Jun 4
How to Stay Up-to-Date in AI/ML Without Losing Your Mind
How to Stay Up-to-Date in AI/ML Without Losing Your Mind
Strategies and mindset shifts.
Marina Wyss - Gratitude Driven
Jun 4
Why I stopped using Cursor and reverted to VSCode
Why I stopped using Cursor and reverted to VSCode
Is GitHub Copilot the best AI-assistant for Data Scientists?
Marc Matterson
Jun 4
Designing Stylish Table Visualizations in Python
Designing Stylish Table Visualizations in Python
Ready to transform your plain data into eye-catching, professional tables that impress at first glance?
Vladimir Zhyvov
Jun 4
Training Transformers from Scratch: A Deep Dive Guide
Training Transformers from Scratch: A Deep Dive Guide
We’ll dive into training a Transformer model from scratch, exploring the full pretraining process end to end.
Devang Vashistha
Jun 4
GitHub Actions for Lazy Developers (Like Me): How I Stopped Writing YAML and Let ChatGPT Do the…
GitHub Actions for Lazy Developers (Like Me): How I Stopped Writing YAML and Let ChatGPT Do the…
Because automation should save time, not cost you your weekend.
Gwang-Jin
Jun 4
4 Python Libraries to Geographically Link Locations on World Map
4 Python Libraries to Geographically Link Locations on World Map
The real world is not flat, 4 Python libraries that can apply to display true distance between any two points on a map.
Boriharn K
Jun 4
I Built a Python Dash App Using AI Tools Only — Here’s the Exact Workflow
I Built a Python Dash App Using AI Tools Only — Here’s the Exact Workflow
Learn how to combine Claude’s advanced AI capabilities with OpenAI’s image generation to create an interactive Dash App
Amanda Iglesias Moreno
Jun 4
Understanding Memory in AI Agents: How Past Interactions Shape Future Behaviors
Understanding Memory in AI Agents: How Past Interactions Shape Future Behaviors
Artificial Intelligence (AI) agents are rapidly transforming how machines interact with the world. These entities navigate complex…
Edgar Bermudez
Jun 4
Graph Neural Networks Part 3. How GraphSAGE Handles Changing Graph Structure
Graph Neural Networks Part 3. How GraphSAGE Handles Changing Graph Structure
And how you can use it for large graphs
Hennie de Harder
Jun 4
Graph Neural Networks Part 4: Teaching Models to Connect the Dots
Graph Neural Networks Part 4: Teaching Models to Connect the Dots
Heuristic and GNN-based approaches to Link Prediction
Hennie de Harder
Jun 4
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