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Towards Data Science
Your home for data science. A Medium publication sharing concepts, ideas and codes.
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Comparing Sex Ratios: Revisiting a Famous Statistical Problem from the 1700s
Comparing Sex Ratios: Revisiting a Famous Statistical Problem from the 1700s
What can we say about the difference of two binomial distribution probabilities
Ryan Burn
Aug 9
Structured Outputs and How to Use Them
Structured Outputs and How to Use Them
Building robustness and determinism in LLM applications
Armin Catovic
Aug 9
Latest
How to Safeguard Product Strategy in Your AI Startup
How to Safeguard Product Strategy in Your AI Startup
Three mistakes to avoid: selecting wrong use cases, overselling model performance, and overlooking automated data pipelines.
Pedram Ataee, PhD
Aug 9
Pre-Commit & Git Hooks: Automate High Code Quality
Pre-Commit & Git Hooks: Automate High Code Quality
How to improve your code quality with pre-commit and git hooks
Egor Howell
Aug 9
KernelSHAP can be misleading with correlated predictors
KernelSHAP can be misleading with correlated predictors
A concrete case study
Shuyang Xiang
Aug 9
AI for the Absolute Novice — Intuitively and Exhaustively Explained
AI for the Absolute Novice — Intuitively and Exhaustively Explained
From “I’ve never coded” to making an AI model from scratch.
Daniel Warfield
Aug 9
Unraveling FlashAttention
Unraveling FlashAttention
A Leap Forward in Language Modeling
Dimitris Poulopoulos
Aug 9
LLMOps — Serve a Llama-3 model with BentoML
LLMOps — Serve a Llama-3 model with BentoML
Quickly set up LLM APIs with BentoML and Runpod
Marcello Politi
Aug 8
We Need to Raise the Bar for AI Product Managers
We Need to Raise the Bar for AI Product Managers
How to Stop Blaming the ‘Model’ and Start Building Successful AI Products
Julia Winn
Aug 8
Create Stronger Decision Trees with bootstrapping and genetic algorithms
Create Stronger Decision Trees with bootstrapping and genetic algorithms
A technique to better allow decision trees to be used as interpretable models
W Brett Kennedy
Aug 8
Ask Not What AI Can Do for You — Ask What You Can Achieve with AI
Ask Not What AI Can Do for You — Ask What You Can Achieve with AI
Unlock AI for Everyone: Discover How You Can Use LLMs in Everyday Tasks
Fábio Neves
Aug 8
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