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Your home for data science. A Medium publication sharing concepts, ideas and codes.
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Structured Generative AI
Structured Generative AI
How to constrain your model to output defined formats
Oren Matar
Apr 18
Evaluate anything you want | Creating advanced evaluators with LLMs
Evaluate anything you want | Creating advanced evaluators with LLMs
Discover how to build custom LLM evaluators for specific real-world needs.
Nikita Kiselov
Apr 18
Latest
Exploring Hierarchical Blending in Target Encoding
Exploring Hierarchical Blending in Target Encoding
When can code hierarchies improve target encoding for high-cardinality categorical features?
Valerie Carey
Apr 18
How to Read and Analyze GDAT Files Using Python
How to Read and Analyze GDAT Files Using Python
A quick tutorial on how to work with these computer-modelled binary files.
Madison Hunter
Apr 18
Combining Storytelling and Design for Unforgettable Presentations
Combining Storytelling and Design for Unforgettable Presentations
How to craft slide decks that stand out
Hennie de Harder
Apr 18
Don’t Crash Your App: Load Records from the Database in Batches for Better Performance
Don’t Crash Your App: Load Records from the Database in Batches for Better Performance
Save your Python app’s performance by efficiently loading query
Mike Huls
Apr 18
Create an AI-Driven Movie Quiz with Gemini LLM, Python, FastAPI, Pydantic, RAG and more
Create an AI-Driven Movie Quiz with Gemini LLM, Python, FastAPI, Pydantic, RAG and more
Discover the basics of using Gemini with Python via VertexAI, creating APIs, and the fundamentals of Retrieval-Augmented Generation (RAG)
Volker Janz
Apr 18
Neural Speed: Fast Inference on CPU for 4-bit Large Language Models
Neural Speed: Fast Inference on CPU for 4-bit Large Language Models
Up to 40x faster than llama.cpp?
Benjamin Marie
Apr 18
Complex List Comprehensions Can Be Readable!
Complex List Comprehensions Can Be Readable!
Even quite complicated Python comprehensions can be more readable than the corresponding for loops.
Marcin Kozak
Apr 18
Quantization, Linear Regression, and Hardware for AI: Our Best Recent Deep Dives
Quantization, Linear Regression, and Hardware for AI: Our Best Recent Deep Dives
Our weekly selection of must-read Editors’ Picks and original features
TDS Editors
Apr 18
How Do We Know if AI Is Smoke and Mirrors?
How Do We Know if AI Is Smoke and Mirrors?
Musings on whether the “AI Revolution” is more like the printing press or crypto. (Spoiler: it’s neither.)
Stephanie Kirmer
Apr 17
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