RunByAI

Tag: AI

3 post(s)

October 4, 20260 comment(s)

Introduction to Time Series Forecasting: How AI Predicts the Future

What is time series predictionTime Series Forecasting studies the use of past data arranged in chronological order to predict future values. The difference between it and regular regression is that th

Tech Guide 机器学习 AI

September 29, 20260 comment(s)

Introduction to Data Augmentation: How to improve generalization ability by "modifying data" without changing the model

Whether a model learns well or not depends on both architecture and data. Earlier, we talked about many techniques for "starting from the model side" - regularization Dropout、 Stop early. Today, let's

Tech Guide AI 机器学习 data augmentation

September 29, 20260 comment(s)

Introduction to Regularization: L1, L2 and Weight Attenuation, How to Put the "Anti overfitting" Chain on Models

In the previous articles, we talked about "training stabilizers" such as Dropout, early stop, and weight initialization. They share a common goal: to prevent the model from memorizing training data, b

Tech Guide AI 机器学习正则化