📄 文章列表
474 篇文章
TDS
Can AI Solve Failures in Your Supply Chain?
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Code Smells: Essential Concepts For Data Scientists in the Age of AI Coding Agents
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Scaling Feature Engineering Pipelines with Feast and Ray
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Designing Data and AI Systems That Hold Up in Production
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Stop Tuning Hyperparameters. Start Tuning Your Problem.
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Machine Learning at Scale: Managing More Than One Model in Production
TDS
Hybrid Neuro-Symbolic Fraud Detection: Guiding Neural Networks with Domain Rules
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The Multi-Agent Trap
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How to Build a Production-Ready Claude Code Skill
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How a Neural Network Learned Its Own Fraud Rules: A Neuro-Symbolic AI Experiment
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One Model to Rule Them All? SAP-RPT-1 and the Future of Tabular Foundation Models
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Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes
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How to Measure AI Value
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Neuro-Symbolic Fraud Detection: Catching Concept Drift Before F1 Drops (Label-Free)
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Building Human-In-The-Loop Agentic Workflows
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Building a Production-Grade Multi-Node Training Pipeline with PyTorch DDP
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Self-Healing Neural Networks in PyTorch: Fix Model Drift in Real Time Without Retraining
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Explainable AI in Production: A Neuro-Symbolic Model for Real-Time Fraud Detection
TDS
Building a Personal AI Agent in a couple of Hours
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