Timbo Smash

Read it, Smash it!

ML/AI

  • Smash some new AWS Certs for AI and ML

    Now that I’ve passed these exams, I wanted to share some thoughts from a security perspective, along with some general observations:AI1-C01: AWS Certified AI Practitioner (Beta) – PassedI was pleasantly surprised to see that security topics make up about 15% of the exam.– Covers general AWS security (IAM, CloudWatch, CloudTrail)– Focuses on Bedrock security– Guardrails… Read more

  • More ML Models and Algorithms understanding using AWS AI and ML services as an example

    1. Amazon Rekognition: Image and Video Analysis Possible Model: Convolutional Neural Networks (CNNs) Algorithm: CNNs are typically used for image recognition tasks. Variants like ResNet, Inception, or YOLO (You Only Look Once) might be employed for object detection and classification. For facial recognition and detection, deep learning models like FaceNet could be utilized. Why: CNNs… Read more