📄 文章列表

705 篇文章
TDS

TDS Newsletter: How to Design Evals, Metrics, and KPIs That Work

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World

✅ completed ⭐ ★★★★★★ 2025-12-05
TDS

How to Climb the Hidden Career Ladder of Data Science

✅ completed ⭐ ★★★★★★ 2025-12-07
TDS

Optimizing PyTorch Model Inference on AWS Graviton

✅ completed ⭐ ★★★★★★ 2025-12-10
TDS

EDA in Public (Part 1): Cleaning and Exploring Sales Data with Pandas

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

The Skills That Bridge Technical Work and Business Impact

✅ completed ⭐ ★★★★★★ 2025-12-14
TDS

6 Technical Skills That Make You a Senior Data Scientist

✅ completed ⭐ ★★★★★★ 2025-12-15
TDS

Generating Artwork in Python Inspired by Hirst’s Million-Dollar Spots Painting

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

How I Optimized My Leaf Raking Strategy Using Linear Programming

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

EDA in Public (Part 2): Product Deep Dive & Time-Series Analysis in Pandas

✅ completed ⭐ ★★★★★★ 2025-12-20
TDS

Running Evals on a Bloated RAG Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-21
TDS

Stop Retraining Blindly: Use PSI to Build a Smarter Monitoring Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-23
TDS

Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

Production-Ready LLMs Made Simple with the NeMo Agent Toolkit

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Deep Reinforcement Learning: The Actor-Critic Method

✅ completed ⭐ ★★★★★★ 2026-01-01
TDS

EDA in Public (Part 3): RFM Analysis for Customer Segmentation in Pandas

✅ completed ⭐ ★★★★★★ 2026-01-01
TDS

Drift Detection in Robust Machine Learning Systems

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

YOLOv1 Loss Function Walkthrough: Regression for All

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

I Evaluated Half a Million Credit Records with Federated Learning. Here’s What I Found

✅ completed ⭐ ★★★★★★ 2026-01-07