AWS Academy Machine Learning Module – Models, Data, Infrastructure

Description:
A deep dive into the core concepts covered in the AWS Academy’s Machine Learning module including:
ML algorithms and model development
Data processing phases
Matching infrastructure to workloads
Leveraging SageMaker tools
Specialized AI services
Generative coding with CodeWhisper
We connect the end-to-end workflow – from framing an ML problem to production deployment. Useful for anyone going through AWS education or looking to ramp up on cloud-based machine learning.

✨I build courses: https://insight.paiml.com/bzf
Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀

📚Rust Programming Specialization: https://insight.paiml.com/qwh
📚Rust for DevOps: https://insight.paiml.com/x14
📚Rust LLMOps: https://insight.paiml.com/g3b
📚Rust Fundamentals: https://insight.paiml.com/qyt
📚Data Engineering with Rust: https://insight.paiml.com/zm1
📚Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jot

📚Applied Python Data Engineering Specialization: https://insight.paiml.com/5r9
📚Data Visualization with Python: https://insight.paiml.com/y9p
📚Virtualization, Docker, and Kubernetes for Data Engineering: https://insight.paiml.com/xtp
📚Spark, Hadoop, and Snowflake for Data Engineering: https://insight.paiml.com/f6j

📚MLOps | Machine Learning Operations Specialization: https://insight.paiml.com/l5u
📚Python Essentials for MLOps: https://insight.paiml.com/uvm
📚DevOps, DataOps, MLOps: https://insight.paiml.com/ggi
📚MLOps Tools: MLflow and Hugging Face: https://insight.paiml.com/y2v
📚MLOps Platforms: Amazon SageMaker and Azure ML: https://insight.paiml.com/ymb

📚Python, Bash and SQL Essentials for Data Engineering Specialization: https://insight.paiml.com/2or
📚Linux and Bash for Data Engineering: https://insight.paiml.com/d31
📚Scripting with Python and SQL for Data Engineering: https://insight.paiml.com/n3b
📚Python and Pandas for Data Engineering: https://insight.paiml.com/nz7
📚Web Applications and Command-Line Tools for Data Engineering: https://insight.paiml.com/o86

📚Building Cloud Computing Solutions at Scale Specialization: https://insight.paiml.com/hrt
📚Cloud Computing Foundations: https://insight.paiml.com/zrb
📚Cloud Data Engineering: https://insight.paiml.com/75t
📚Cloud Machine Learning Engineering and MLOps: https://insight.paiml.com/jjh
📚Cloud Data Engineering: https://insight.paiml.com/0y3

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