📄 文章列表

229 篇文章
TDS

How LLMs Handle Infinite Context With Finite Memory

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

Why Human-Centered Data Analytics Matters More Than Ever

✅ completed ⭐ ★★★★★★ 2026-01-14
TDS

The Great Data Closure: Why Databricks and Snowflake Are Hitting Their Ceiling

✅ completed ⭐ ★★★★★★ 2026-01-16
TDS

How to Build a Neural Machine Translation System for a Low-Resource Language

✅ completed ⭐ ★★★★★★ 2026-01-24
TDS

Causal ML for the Aspiring Data Scientist

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

Distributed Reinforcement Learning for Scalable High-Performance Policy Optimization

✅ completed ⭐ ★★★★★★ 2026-02-01
TDS

Agentic AI for Modern Deep Learning Experimentation

✅ completed ⭐ ★★★★★★ 2026-02-18
TDS

Understanding the Chi-Square Test Beyond the Formula

✅ completed ⭐ ★★★★★★ 2026-02-19
TDS

AI in Multiple GPUs: Gradient Accumulation & Data Parallelism

✅ completed ⭐ ★★★★★★ 2026-02-23
TDS

Optimizing Token Generation in PyTorch Decoder Models

✅ completed ⭐ ★★★★★★ 2026-02-24
TDS

Coding the Pong Game from Scratch in Python

✅ completed ⭐ ★★★★★★ 2026-02-27
TDS

Claude Skills and Subagents: Escaping the Prompt Engineering Hamster Wheel

✅ completed ⭐ ★★★★★★ 2026-02-28
TDS

AI in Multiple GPUs: ZeRO & FSDP

✅ completed ⭐ ★★★★★★ 2026-03-05
TDS

Building a Like-for-Like solution for Stores in Power BI

✅ completed ⭐ ★★★★★★ 2026-03-10
TDS

Hallucinations in LLMs Are Not a Bug in the Data

✅ completed ⭐ ★★★★★★ 2026-03-16
TDS

A Gentle Introduction to Nonlinear Constrained Optimization with Piecewise Linear Approximations

✅ completed ⭐ ★★★★★★ 2026-03-21
TDS

Following Up on Like-for-Like for Stores: Handling PY

✅ completed ⭐ ★★★★★★ 2026-03-25
TDS

Beyond Code Generation: AI for the Full Data Science Workflow

✅ completed ⭐ ★★★★★★ 2026-03-26
TDS

Building Robust Credit Scoring Models with Python

✅ completed ⭐ ★★★★★★ 2026-04-04
TDS

Context Engineering for AI Agents: A Deep Dive

✅ completed ⭐ ★★★★★★ 2026-04-07