📄 文章列表

1073 篇文章
TDS

How to Fine-Tune Small Language Models to Think with Reinforcement Learning

✅ completed ⭐ ★★★★★★ 2025-07-08
TDS

Time Series Forecasting Made Simple (Part 3.1): STL Decomposition

✅ completed ⭐ ★★★★★★ 2025-07-09
TDS

How to Perform Effective Data Cleaning for Machine Learning

✅ completed ⭐ ★★★★★★ 2025-07-09
TDS

Recap of all types of LLM Agents

✅ completed ⭐ ★★★★★★ 2025-07-09
TDS

The Crucial Role of NUMA Awareness in High-Performance Deep Learning

✅ completed ⭐ ★★★★★★ 2025-07-10
TDS

Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare

✅ completed ⭐ ★★★★★★ 2025-07-10
TDS

Building a Сustom MCP Chatbot

✅ completed ⭐ ★★★★★★ 2025-07-10
TDS

Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain

✅ completed ⭐ ★★★★★★ 2025-07-11
TDS

Let AI Tune Your Voice Assistant

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

Simple Guide to Multi-Armed Bandits: A Key Concept Before Reinforcement Learning

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

Dynamic Inventory Optimization with Censored Demand

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

There and Back Again: An AI Career Journey

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

Topic Model Labelling with LLMs

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

Accuracy Is Dead: Calibration, Discrimination, and Other Metrics You Actually Need

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

The Future of AI Agent Communication with ACP

✅ completed ⭐ ★★★★★★ 2025-07-15
TDS

Deploy a Streamlit App to AWS

✅ completed ⭐ ★★★★★★ 2025-07-15
TDS

How to Ensure Reliability in LLM Applications

✅ completed ⭐ ★★★★★★ 2025-07-15
TDS

The Power of Building from Scratch

✅ completed ⭐ ★★★★★★ 2025-07-16
TDS

How to Overlay a Heatmap on a Real Map with Python

✅ completed ⭐ ★★★★★★ 2025-07-16
TDS

Summer Must-Reads: The Data Science Edition

✅ completed ⭐ ★★★★★★ 2025-07-17