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A 40-Year Look at Data, Business Models, and the Forces Shaping Intelligent Systems
78 min read -
A deep dive into advanced evaluation for data scientists
7 min read
Latest
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Python tutorial for reproducible labeling of cutting-edge topic models with GPT4-o-mini.
6 min read -
A full circle moment 30 years in the making
7 min read -
A sequential decision framework with Bayesian learning
20 min read -
Simple Guide to Multi-Armed Bandits: A Key Concept Before Reinforcement Learning
Reinforcement LearningHow AI learns to make better decisions and why you should care about exploration vs.…
12 min read -
The magic behind multimodal models unlocked through contrastive learning
7 min read -
When you have a drill-through page that can be called from multiple pages, it could…
6 min read -
A practical guide to automating prompt engineering for voice assistants
29 min read -
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Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain
Large Language ModelsScaling a simple RAG pipeline from simple notes to full books
9 min read
Editor’s Picks
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Setting up a robust experimentation process
14 min read -
Learn how you can improve your machine learning models using effective data cleaning
11 min read -
The taxes and health insurance edition
13 min read -
Leveraging MCP for automating your daily routine
15 min read -
Discover how POSET indicators transform data into coherent scoring systems, enabling meaningful comparisons while preserving…
14 min read -
How AI is transforming data science interviews—and what hiring managers and candidates should do to…
11 min read -
From unjustified shootings to neutral stories: how to fix toxic narratives with selective pruning
15 min read -
On growing new software engineers, even when it’s inefficient
13 min read -
How to Access NASA’s Climate Data — And How It’s Powering the Fight Against Climate Change Pt. 1
Data ScienceFrom architectural design to food security.
11 min read
The Variable Newsletter
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This week, we focus on the future of data science and the opportunities that can…
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A selection of our most-read and -shared articles of the past month.
4 min read
Deep Dives
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Understanding all the details of the model context protocol
25 min read -
Scene Understanding in Action: Real-World Validation of Multimodal AI Integration
Artificial IntelligenceA deep dive into real-world case studies: from indoor space and urban streets to world-famous…
13 min read -
Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare
Large Language ModelsHow metrics and monitoring combine with human expertise to build trustworthy AI in healthcare.
30 min read -
9 reasons why work data is the single most valuable data source for LLM training,…
17 min read -
STL Decomposition excels when seasonal patterns evolve over time.
24 min read -
A visual tour and from-scratch guide to train GRPO reasoning models in PyTorch
23 min read