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.
โจI build courses: https://insight.paiml.com/bzf
Hands-On Courses for Rust, Data, Cloud, AI and LLMs ๐
๐Rust Programming Specialization: https://insight.paiml.com/qwh
๐Rust for DevOps: https://insight.paiml.com/x14
๐Rust LLMOps: https://insight.paiml.com/g3b
๐Rust Fundamentals: https://insight.paiml.com/qyt
๐Data Engineering with Rust: https://insight.paiml.com/zm1
๐Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jot
๐Applied Python Data Engineering Specialization: https://insight.paiml.com/5r9
๐Data Visualization with Python: https://insight.paiml.com/y9p
๐Virtualization, Docker, and Kubernetes for Data Engineering: https://insight.paiml.com/xtp
๐Spark, Hadoop, and Snowflake for Data Engineering: https://insight.paiml.com/f6j
๐MLOps | Machine Learning Operations Specialization: https://insight.paiml.com/l5u
๐Python Essentials for MLOps: https://insight.paiml.com/uvm
๐DevOps, DataOps, MLOps: https://insight.paiml.com/ggi
๐MLOps Tools: MLflow and Hugging Face: https://insight.paiml.com/y2v
๐MLOps Platforms: Amazon SageMaker and Azure ML: https://insight.paiml.com/ymb
๐Python, Bash and SQL Essentials for Data Engineering Specialization: https://insight.paiml.com/2or
๐Linux and Bash for Data Engineering: https://insight.paiml.com/d31
๐Scripting with Python and SQL for Data Engineering: https://insight.paiml.com/n3b
๐Python and Pandas for Data Engineering: https://insight.paiml.com/nz7
๐Web Applications and Command-Line Tools for Data Engineering: https://insight.paiml.com/o86
๐Building Cloud Computing Solutions at Scale Specialization: https://insight.paiml.com/hrt
๐Cloud Computing Foundations: https://insight.paiml.com/zrb
๐Cloud Data Engineering: https://insight.paiml.com/75t
๐Cloud Machine Learning Engineering and MLOps: https://insight.paiml.com/jjh
๐Cloud Data Engineering: https://insight.paiml.com/0y3
source
