- AWS Well-Architected, https://aws.amazon.com/architecture/well-architected/ The AWS Well-Architected Framework describes the key concepts, design principles, and architectural best practices for designing and running workloads in the cloud. By answering a set of foundational questions, you learn how well your architecture aligns with cloud best practices and are provided guidance for making improvements.
- Reference architecture, https://aws.amazon.com/solutions/reference-architectures
- 20190419 Everything You Need to Know About Big Data: From Architectural Principles to Best Practices, EN
Here is a list of recommended links that I've found particularly useful:
- AWS Certified Machine Learning Specialty 2020 - Hands On! https://www.udemy.com/course/aws-machine-learning/
- AWS Certified Machine Learning Specialty: Full Practice Exam https://www.udemy.com/course/aws-machine-learning-practice-exam/
- The Elements of Data Science https://www.aws.training/Details/eLearning?id=26598
- Process Model: CRISP-DM on the AWS Stack https://www.aws.training/Details/eLearning?id=27200
- Machine Learning Algorithms Explained https://www.aws.training/Details/Video?id=27235
- Machine Learning Terminology and Process https://www.aws.training/Details/eLearning?id=20294
- Developing Machine Learning Applications https://www.aws.training/Details/Curriculum?id=27243
- Exam Readiness: AWS Certified Machine Learning - Specialty https://www.aws.training/Details/eLearning?id=42183
- Learning Path: AWS Architect Associate Certification Exam Prep—Core AWS Services
- Learning Path: AWS Architect Associate Certification Exam Prep—Managed AWS Services
- Learning Path: AWS Architect Associate Certification Exam Prep—Design Fundamentals
