The Cloud Talent Gap
Companies struggle to find skilled cloud computing workers. Universities fail to train students adequately, so self-learning becomes crucial.
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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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