AWS Academy Machine Learning Module - Models, Data, Infrastructure
2Description:\nA deep dive into the core concepts covered in the AWS Academy's Machine Learning module including:\nML algorithms and model development\nData processing phases\nMatching infrastructure to workloads\nLeveraging SageMaker tools\nSpecialized AI services\nGenerative coding with CodeWhisper\nWe 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.\n\n✨I build courses: https://insight.paiml.com/bzf\nHands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀\n\n📚Rust Programming Specialization: https://insight.paiml.com/qwh\n📚Rust for DevOps: https://insight.paiml.com/x14\n📚Rust LLMOps: https://insight.paiml.com/g3b\n📚Rust Fundamentals: https://insight.paiml.com/qyt\n📚Data Engineering with Rust: https://insight.paiml.com/zm1\n📚Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jot\n\n\n📚Applied Python Data Engineering Specialization: https://insight.paiml.com/5r9\n📚Data Visualization with Python: https://insight.paiml.com/y9p\n📚Virtualization, Docker, and Kubernetes for Data Engineering: https://insight.paiml.com/xtp\n📚Spark, Hadoop, and Snowflake for Data Engineering: https://insight.paiml.com/f6j\n\n\n📚MLOps | Machine Learning Operations Specialization: https://insight.paiml.com/l5u\n📚Python Essentials for MLOps: https://insight.paiml.com/uvm\n📚DevOps, DataOps, MLOps: https://insight.paiml.com/ggi\n📚MLOps Tools: MLflow and Hugging Face: https://insight.paiml.com/y2v\n📚MLOps Platforms: Amazon SageMaker and Azure ML: https://insight.paiml.com/ymb\n\n\n📚Python, Bash and SQL Essentials for Data Engineering Specialization: https://insight.paiml.com/2or\n📚Linux and Bash for Data Engineering: https://insight.paiml.com/d31\n📚Scripting with Python and SQL for Data Engineering: https://insight.paiml.com/n3b\n📚Python and Pandas for Data Engineering: https://insight.paiml.com/nz7\n📚Web Applications and Command-Line Tools for Data Engineering: https://insight.paiml.com/o86\n\n\n📚Building Cloud Computing Solutions at Scale Specialization: https://insight.paiml.com/hrt\n📚Cloud Computing Foundations: https://insight.paiml.com/zrb\n📚Cloud Data Engineering: https://insight.paiml.com/75t\n📚Cloud Machine Learning Engineering and MLOps: https://insight.paiml.com/jjh\n📚Cloud Data Engineering: https://insight.paiml.com/0y3