📄 文章列表

1433 篇文章
TDS

How to Build an Over-Engineered Retrieval System

✅ completed ⭐ ★★★★★★ 2025-11-18
TDS

Making Smarter Bets: Towards a Winning AI Strategy with Probabilistic Thinking

✅ completed ⭐ ★★★★★★ 2025-11-19
TDS

PyTorch Tutorial for Beginners: Build a Multiple Regression Model from Scratch

✅ completed ⭐ ★★★★★★ 2025-11-19
TDS

Why I’m Making the Switch to marimo Notebooks

✅ completed ⭐ ★★★★★★ 2025-11-20
TDS

Natural Language Visualization and the Future of Data Analysis and Presentation

✅ completed ⭐ ★★★★★★ 2025-11-21
TDS

Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB

✅ completed ⭐ ★★★★★★ 2025-11-21
TDS

Empirical Mode Decomposition: The Most Intuitive Way to Decompose Complex Signals and Time Series

✅ completed ⭐ ★★★★★★ 2025-11-22
TDS

LLM-as-a-Judge: What It Is, Why It Works, and How to Use It to Evaluate AI Models

✅ completed ⭐ ★★★★★★ 2025-11-24
TDS

A Hands-On Guide to Anthropic’s New Structured Output Capabilities

✅ completed ⭐ ★★★★★★ 2025-11-24
TDS

Data Science Mistakes That Could Ruin Your Learning Path, and How to Avoid Them

✅ completed ⭐ ★★★★★★ 2025-11-24
TDS

Ten Lessons of Building LLM Applications for Engineers

✅ completed ⭐ ★★★★★★ 2025-11-25
TDS

Why CrewAI’s Manager-Worker Architecture Fails — and How to Fix It

✅ completed ⭐ ★★★★★★ 2025-11-25
TDS

I Cleaned a Messy CSV File Using Pandas .  Here’s the Exact Process I Follow Every Time.

✅ completed ⭐ ★★★★★★ 2025-11-26
TDS

Neural Networks Are Blurry, Symbolic Systems Are Fragmented. Sparse Autoencoders Help Us Combine Them.

✅ completed ⭐ ★★★★★★ 2025-11-27
TDS

Metric Deception: When Your Best KPIs Hide Your Worst Failures

✅ completed ⭐ ★★★★★★ 2025-11-29
TDS

The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

✅ completed ⭐ ★★★★★★ 2025-11-30
TDS

Why AI Alignment Starts With Better Evaluation

✅ completed ⭐ ★★★★★★ 2025-12-01
TDS

Learning, Hacking, and Shipping ML

✅ completed ⭐ ★★★★★★ 2025-12-01
TDS

JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability

✅ completed ⭐ ★★★★★★ 2025-12-02
TDS

Bootstrap a Data Lakehouse in an Afternoon

✅ completed ⭐ ★★★★★★ 2025-12-04