Secure by Design: Resilient Cloud Applications with Python

Overview

Explore key cloud security strategies including Zero Trust Architecture, IAM, AI-driven threat detection, serverless security models, and compliance automation for building resilient Python applications.

Syllabus

• Introduction to Cloud Security for Python Applications
Overview of Cloud Security Challenges
Importance of Security in Cloud Application Development
• Understanding Zero Trust Architecture
Principles of Zero Trust
Implementing Zero Trust with Python in Cloud Environments
• Identity and Access Management (IAM) Strategies
Core IAM Concepts
Best Practices for IAM with Python
Integrating IAM with Cloud Services
• AI-Driven Threat Detection
Fundamentals of Machine Learning for Security
Building Threat Detection Models with Python
Leveraging AI and ML in Cloud Security
• Serverless Security Models
Introduction to Serverless Computing
Security Considerations in Serverless Architectures
Deploying Secure Serverless Applications with Python
• Compliance Automation in Cloud Applications
Key Compliance Standards and Regulations
Automating Compliance Checks with Python Tools
Ensuring Compliance in Cloud Environments
• Hands-on Labs and Projects
Implementing Zero Trust with Python
Developing AI-based Threat Detection Systems
Building Secure Serverless APIs
• Case Studies and Industry Examples
Analysis of Real-World Cloud Security Breakthroughs
Discussions on Successful Security Implementations
• Course Summary and Next Steps
Key Takeaways
Further Learning Resources and Recommendations
• Assessment and Evaluation
Quizzes and Knowledge Checks
Final Project: Secure Cloud Application Design with Python

Subjects

Programming