· ai
Teaching a Neural Network the Mandelbrot Set
And why Fourier features change everything The post Teaching a Neural Network the Mandelbrot Set appeared first on Towards Data Science....
Source
Towards Data Science
185 posts from this source
-
- · ai
TDS Newsletter: December Must-Reads on GraphRAG, Data Contracts, and More
Don't miss our most popular articles of the previous month The post TDS Newsletter: December Must-Reads on GraphRAG, Data Contracts, and More appeared first on...
- · ai
Beyond Prompting: The Power of Context Engineering
Using ACE to create self-improving LLM workflows and structured playbooks The post Beyond Prompting: The Power of Context Engineering appeared first on Towards...
- · ai
Retrieval for Time-Series: How Looking Back Improves Forecasts
Why Retrieval Helps in Time Series Forecasting We all know how it goes: Time-series data is tricky. Traditional forecasting models are unprepared for incidents...
- · ai
How to Improve the Performance of Visual Anomaly Detection Models
Apply the best methods from academia to get the most out of practical applications The post How to Improve the Performance of Visual Anomaly Detection Models ap...
- · software
Faster Is Not Always Better: Choosing the Right PostgreSQL Insert Strategy in Python (+Benchmarks)
PostgreSQL is fast. Whether your Python code can or should keep up depends on context. This article compares and benchmarks various insert strategies, focusing...
- · ai
HNSW at Scale: Why Your RAG System Gets Worse as the Vector Database Grows
How approximate vector search silently degrades Recall—and what to do about It The post HNSW at Scale: Why Your RAG System Gets Worse as the Vector Database Gro...
- · ai
I Evaluated Half a Million Credit Records with Federated Learning. Here’s What I Found
Why privacy breaks fairness at small scale—and how collaboration fixes both without sharing a single record The post I Evaluated Half a Million Credit Records w...
- · ai
Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options
Human-guided AI collaboration The post Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options appeared first on Towards Data Sc...
- · ai
Why Supply Chain is the Best Domain for Data Scientists in 2026 (And How to Learn It)
My take after 10 years in Supply Chain on why this can be an excellent playground for data scientists who want to see their skills valued. The post Why Supply C...
- · ai
Measuring What Matters with NeMo Agent Toolkit
A practical guide to observability, evaluations, and model comparisons The post Measuring What Matters with NeMo Agent Toolkit appeared first on Towards Data Sc...
- · ai
The Best Data Scientists Are Always Learning
Part 2: Avoiding burnout, learning strategies and the superpower of solitude The post The Best Data Scientists Are Always Learning appeared first on Towards Dat...