鐵人檔案
透過 Google Developers 推出的 ML Study Jam 活動學習 Machine Learning 基礎知識。
Learn how to Measure model performance using loss functions Use loss functions...
TensorFlow Numeric programming library - solve numerical problems Troubleshoot...
Estimators Part of the high level TensorFlow APIs Interchangeable Test many sta...
Train a model on Google Cloud Monitor that model training Deploy it as a micro...
Scale to large datasets - with Cloud ML Find good features those ... Related t...
Preprocessing and feature creation Scale - numeric features Split - testual fea...
Summary Good features those ... Related to the objective Known at prediction ti...
Good features those ... Related to the objective Known at prediction time Numbe...
Regularization Early Stopping Parameter Norm Penalties L1 / L2 regularization...
Hyperparameter Tuning ML models - Functions with parameters and hyper-parameters...
