Cheat Sheet for AWS ML Specialty Certification

a highly important and carefully crafted piece, * this will only be useful after completing the entire course on Udemy

AWS Certified ML Specialty Badge | Source: AWS

Udemy Course for AWS ML Specialty

AWS Certified Machine Learning Specialty 2020 - Hands On!

Cheat Sheet

Reduce the cost of Automatic Hyperparameter tuning on SageMaker

• use log scales on parameter ranges
• less concurrent while tuning, cause it learns in different runs
• have the smallest range of hyperparameters

Recall is an important metric in situations where classifications are highly imbalanced, and the positive case is rare. Accuracy tends to be misleading in these cases.

• Ex: Fraud Detection

Cheat Sheet for Confusion Matrix —