📄 文章列表

243 篇文章
TDS

How to Learn the Math Needed for Machine Learning

✅ completed ⭐ ★★★★★★ 2025-05-15
TDS

How to Evaluate LLMs and Algorithms — The Right Way

✅ completed ⭐ ★★★★★ 2025-05-23
TDS

Demystifying Policy Optimization in RL: An Introduction to PPO and GRPO

✅ completed ⭐ ★★★★★★ 2025-05-26
TDS

Reinforcement Learning Made Simple: Build a Q-Learning Agent in Python

✅ completed ⭐ ★★★★★★ 2025-05-27
TDS

Get Ready for Your Next Career Move

✅ completed ⭐ ★★★★★★ 2025-06-05
TDS

Reinforcement Learning from Human Feedback, Explained Simply

✅ completed ⭐ ★★★★★★ 2025-06-23
TDS

Revisiting Benchmarking of Tabular Reinforcement Learning Methods

✅ completed ⭐ ★★★★★★ 2025-07-01
TDS

Why We Should Focus on AI for Women

✅ completed ⭐ ★★★★★★ 2025-07-02
TDS

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

✅ completed ⭐ ★★★★★★ 2025-07-08
TDS

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

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

Exploring Prompt Learning: Using English Feedback to Optimize LLM Systems

✅ completed ⭐ ★★★★★★ 2025-07-16
TDS

Summer Must-Reads: The Data Science Edition

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

July Must-Reads: Scalable AI, Career Insights, and More

✅ completed ⭐ ★★★★★★ 2025-07-31
TDS

From Genes to Neural Networks: Understanding and Building NEAT (Neuro-Evolution of Augmenting Topologies) from Scratch

✅ completed ⭐ ★★★★★★ 2025-08-11
TDS

What If I Had AI in 2020: Rent The Runway Dynamic Pricing Model

✅ completed ⭐ ★★★★★★ 2025-08-21
TDS

Three Essential Hyperparameter Tuning Techniques for Better Machine Learning Models

✅ completed ⭐ ★★★★★★ 2025-08-22
TDS

Everything I Studied to Become a Machine Learning Engineer (No CS Background)

✅ completed ⭐ ★★★★★★ 2025-08-27
TDS

The Theory of Universal Computation: Bayesian Optimality, Solomonoff Induction & AIXI

✅ completed ⭐ ★★★★★★ 2025-09-22
TDS

PyTorch Explained: From Automatic Differentiation to Training Custom Neural Networks

✅ completed ⭐ ★★★★★★ 2025-09-24
TDS

How To Build Effective Technical Guardrails for AI Applications

✅ completed ⭐ ★★★★★★ 2025-10-06