📄 文章列表

617 篇文章
TDS

Model Compression: Make Your Machine Learning Models Lighter and Faster

✅ completed ⭐ ★★★★★★ 2025-05-08
TDS

Non-Parametric Density Estimation: Theory and Applications

✅ completed ⭐ ★★★★★★ 2025-05-13
TDS

Strength in Numbers: Ensembling Models with Bagging and Boosting

✅ completed ⭐ ★★★★★★ 2025-05-15
TDS

Boost 2-Bit LLM Accuracy with EoRA

✅ completed ⭐ ★★★★★★ 2025-05-15
TDS

Optimizing Multi-Objective Problems with Desirability Functions

✅ completed ⭐ ★★★★★★ 2025-05-20
TDS

New to LLMs? Start Here

✅ completed ⭐ ★★★★★★ 2025-05-23
TDS

Why Regularization Isn’t Enough: A Better Way to Train Neural Networks with Two Objectives

✅ completed ⭐ ★★★★★★ 2025-05-27
TDS

I Transitioned from Data Science to AI Engineering: Here’s Everything You Need to Know

✅ completed ⭐ ★★★★★★ 2025-05-29
TDS

LLM Optimization: LoRA and QLoRA

✅ completed ⭐ ★★★★★★ 2025-05-30
TDS

How to Design My First AI Agent

✅ completed ⭐ ★★★★★★ 2025-06-03
TDS

Data Drift Is Not the Actual Problem: Your Monitoring Strategy Is

✅ completed ⭐ ★★★★★★ 2025-06-03
TDS

Regularisation: A Deep Dive into Theory, Implementation, and Practical Insights

✅ completed ⭐ ★★★★★★ 2025-06-16
TDS

LLaVA on a Budget: Multimodal AI with Limited Resources

✅ completed ⭐ ★★★★★★ 2025-06-17
TDS

What PyTorch Really Means by a Leaf Tensor and Its Grad

✅ completed ⭐ ★★★★★★ 2025-06-19
TDS

LLM-as-a-Judge: A Practical Guide

✅ completed ⭐ ★★★★★★ 2025-06-19
TDS

Beyond Model Stacking: The Architecture Principles That Make Multimodal AI Systems Work

✅ completed ⭐ ★★★★★★ 2025-06-19
TDS

Programming, Not Prompting: A Hands-On Guide to DSPy

✅ completed ⭐ ★★★★★★ 2025-06-23
TDS

Reinforcement Learning from Human Feedback, Explained Simply

✅ completed ⭐ ★★★★★★ 2025-06-23
TDS

A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline

✅ completed ⭐ ★★★★★★ 2025-06-26
TDS

Pipelining AI/ML Training Workloads with CUDA Streams

✅ completed ⭐ ★★★★★★ 2025-06-26