Cloud Economics: Understanding AWS Pricing and Cost Optimization
AWS pricing is primarily driven by compute, storage, and outbound data transfer. By leveraging strategies such as reserved instances, tiered pricing, and continuous price drops, businesses can optimize costs and achieve significant savings compared to traditional on-premises infrastructure.
Show Notes
edX
✨I build courses: https://insight.paiml.com/d69
- 📚edX Professional Certificate in Rust Programming: https://insight.paiml.com/tkg
- 📚edX Rust Data Engineering: https://insight.paiml.com/fhd
- 📚edX Professional Certificate in Large Language Model Operations (LLMOps): https://insight.paiml.com/j8t
- 📚edX Professional Certificate Machine Learning Operations (MLOps): insight.paiml.com/ear
- 📚edX Professional Certificate Python Fundamentals for MLOps: https://insight.paiml.com/h5h
- 📚edX Professional Certificate DevOps, DataOps, MLOps: https://insight.paiml.com/mgk
- 📚edX Professional Certificate MLOps Tools: MLflow and Hugging Face: https://insight.paiml.com/rqv
- 📚edX Professional Certificate MLOps Platforms: Amazon SageMaker and Azure ML : https://insight.paiml.com/9mg
Coursera
✨I build courses: https://insight.paiml.com/bzf
- 📚LLMOps Specialization: https://insight.paiml.com/a8e
- 📚Introduction to Generative AI: https://insight.paiml.com/ee2
- 📚Operationalizing LLMs on Azure: https://insight.paiml.com/e2u
- 📚Databricks to Local LLMs: https://insight.paiml.com/i6k
- 📚Advanced Data Engineering: https://insight.paiml.com/uvi
- 📚GenAI and LLMs on AWS: https://insight.paiml.com/3x7
- 📚Open Source LLMOps Solutions: https://insight.paiml.com/x0g
- 📚Foundations of Local Large Language models: https://insight.paiml.com/rvy
- 📚Beginning Llamafile for Local Large Language Models (LLMs): https://insight.paiml.com/5ec
- 📚End to End LLMs with Azure: https://coursera.org/learn/azure-llm-large-language-models
- 📚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 Virtualization, Containers and APIs: https://insight.paiml.com/ce5
📝 Guided Projects:
- 📝Object-Oriented Programming in Python:https://insight.paiml.com/n4h
- 📝MySQL-for-Data-Engineering: https://insight.paiml.com/e1k
- 📝Python Generators: https://insight.paiml.com/i9l
- 📝Build a Static Website with Rust and Zola: https://insight.paiml.com/a2h
- 📝Building Rust AWS Lambda Microservices with Cargo Lambda: https://insight.paiml.com/8ed
- 📝Rust Secret Cipher CLI: https://insight.paiml.com/zzr
- 📝Python Decorators: https://insight.paiml.com/1n5
- 📝Bash Command-line tools: insight.paiml.com/zo3
- 📝Big O Notation in Python: https://insight.paiml.com/bnv
- 📝 Rust Axum Microservice: https://insight.paiml.com/n9j
- 📝Local LLMs with Llamafile: https://insight.paiml.com/rw1
📚 Must-Read Books:
Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017
Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/
Developing on AWS with C#: https://www.amazon.com/Developing-AWS-Comprehensive-Solutions-Platform/dp/1492095877
Pragmatic AI Labs Books: https://www.amazon.com/gp/product/B0992BN7W8
🎥 Follow & Subscribe:
Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q
52 Weeks of AWS Podcast: https://52-weeks-of-cloud.simplecast.com
noahgift.com: https://noahgift.com/
Pragmatic AI Labs Website: https://paiml.com/
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