Learn how to take reusable logic like functions and build full microservice pipelines including linting, testing, compiling, containerization and infrastructure-as-code based deployment to environments like dev, staging and production. Understand how this architecture enables resilience via decoupling, safe rapid iterations through CI/CD, and robust workflows like automated performance verification.

Hey readers 👋, if you enjoyed this content, I wanted to share some of my favorite resources to continue your learning journey in technology!

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
Virtualization, Docker, and Kubernetes for Data Engineering: https://www.coursera.org/learn/virtua...
Cloud Machine Learning Engineering and MLOps: https://www.coursera.org/learn/cloud-...
MLOps Tools: MLflow and Hugging Face: https://www.coursera.org/learn/mlops-...
Data Visualization with Python: https://www.coursera.org/learn/data-v...
Linux and Bash for Data Engineering: https://www.coursera.org/learn/linux-...
Spark, Hadoop, and Snowflake for Data Engineering: https://www.coursera.org/learn/spark-...
Cloud Virtualization, Containers and APIs: https://www.coursera.org/learn/cloud-...
Cloud Data Engineering: https://www.coursera.org/learn/cloud-...
Python Essentials for MLOps: https://www.coursera.org/learn/python...
DevOps, DataOps, MLOps: https://www.coursera.org/learn/devops...
Web Applications and Command-Line Tools for Data Engineering: https://www.coursera.org/learn/web-ap...
MLOps Platforms: Amazon SageMaker and Azure ML: https://www.coursera.org/learn/mlops-...
Scripting with Python and SQL for Data Engineering: https://www.coursera.org/learn/script...
Python and Pandas for Data Engineering: https://www.coursera.org/learn/python...
Cloud Computing Foundations: https://www.coursera.org/learn/cloud-...

📚 Must-Read Books:

Practical MLOps: https://www.amazon.com/Practical-MLOp...
Python for DevOps: https://www.amazon.com/gp/product/B08...
Developing on AWS with C#: https://www.amazon.com/Developing-AWS...
Pragmatic AI Labs Books: https://www.amazon.com/gp/product/B09...

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Pragmatic AI Labs YouTube Channel:    / @pragmaticai  
52 Weeks of AWS Podcast: https://52-weeks-of-cloud.simplecast.com
noahgift.com: https://noahgift.com/
Pragmatic AI Labs Website: https://paiml.com/
Your adventure in tech awaits! Dive in now, and elevate your skills to new heights. 🚀