This book is designed to be a valuable resource for professionals such as head of AI, AI architects and engineers, technology executives, solutions architects, enterprise architects, cloud architects and engineers, ISSOs, security architects and engineers. It is also designed for students studying AI technologies supported by cloud and cyber technologies at the undergraduate or graduate level.
Section 1 AI: ML, Generative AI, and Causal AI
Chapter 1 ML: Data Collection and Preparation
Chapter 2 ML: Data Analysis and Visualization
Chapter 3 ML: Data Modeling and Algorithms
Chapter 4 ML: Model Evaluation and Optimization
Chapter 5 Generative AI and Large Language Model
Chapter 6 Causal AI
Section 2 Cloud for AI: AWS, Azure, and OCI
Chapter 7 AWS Overview
Chapter 8 AWS Migration
Chapter 9 Azure Migrate
Chapter 10 OCI Migration
Section 3 Cyber for AI: AWS and Azure Security
Chapter 11 Incident Response
Chapter 12 Infrastructure Security
Chapter 13 AWS IAM Security
Chapter 14 AWS Data Protection
Chapter 15 AWS Security Monitoring
Chapter 16 Azure IAM Security
Chapter 17 Azure Infrastructure Security
Chapter 18 Azure Security Posture Monitoring
Chapter 19 Security Posture Elevation (SPE) on Zero Trust