AWS Elastic Services: Scaling and Load Balancing in the Cloud

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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