52 Weeks of Cloud

52 Weeks of Cloud

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52 Weeks of Cloud episodes

  • Leaving Apple Ecosystem in 2024 Livestream & Q/A Post WWDC

    Noah Gift reacts to Apple's announced partnership with OpenAI, arguing it abandons Apple's core values and poses risks to user privacy and creator livelihoods. He shares his personal plan and advice for gradually transitioning away from the Apple ecosystem to open-source alternatives like Ubuntu.

    Add a full description of what happened in this episode, including topics discussed, useful timestamps, useful episode notes and any additional links you may want to share: As a 40-year Apple user, AI expert, and university professor, Noah Gift expresses deep concerns over Apple's partnership with OpenAI and outlines a path for leaving the Apple ecosystem:

    • Despite marketing itself as a premium, pro-privacy, pro-creator brand, Apple partnering with OpenAI abandons those core values (2:00)
    • OpenAI's leadership has a dubious track record, engages in regulatory entrepreneurship to exploit legal gray areas around data usage and fair use (6:00)
    • Technical risks: OS-level AI integration shows lack of skill; possibility of OpenAI accessing sensitive iCloud creator data (9:00)
    • Noah's step-by-step plan: 1) Ubuntu laptops like Framework or System76 2) Ditch Apple Watch for Garmin 3) Sell Mac Studio for AMD Threadripper (12:00)
    • Opportunity to save money, reclaim time/attention from smartphone addiction, view computer as a tool vs. part of identity (14:30)
    • Upcoming Pragmatic AI Labs course teaching artists to switch from Mac to open-source Ubuntu (17:00)

    Consider exploring alternatives to Apple:

    • Framework laptop: https://frame.work/
    • System76 computers: https://system76.com/

    🔥 Hot Course Offers:
    • 🤖 Master GenAI Engineering - Build Production AI Systems
    • 🦀 Learn Professional Rust - Industry-Grade Development
    • 📊 AWS AI & Analytics - Scale Your ML in Cloud
    • ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
    • 🛠️ Rust DevOps Mastery - Automate Everything
    🚀 Level Up Your Career:
    • 💼 Production ML Program - Complete MLOps & Cloud Mastery
    • 🎯 Start Learning Now - Fast-Track Your ML Career
    • 🏢 Trusted by Fortune 500 Teams

    Learn end-to-end ML engineering from industry veterans at PAIML.COM

    23 min
  • The Pragmatic AI Labs Alternative University

    Noah Gift, founder of Pragmatic AI Labs, shares his personal journey from working in TV/film to building an alternative university that combines the best of academia, content creation, and industry experience to provide cutting-edge AI/ML education accessible to all.

    Add a full description of what happened in this episode, including topics discussed, useful timestamps, useful episode notes and any additional links you may want to share: Noah Gift traces his path to founding Pragmatic AI Labs, an alternative learning platform for AI/ML skills. Key points:

    • Gained early experience in TV/film, IT, and visual effects at major studios like ABC, Disney, Sony (1:00)
    • Transitioned to startups, consulting, and teaching machine learning which inspired the vision for Pragmatic AI Labs (5:30)
    • Draws upon 8 years teaching graduate-level data science/AI at top universities like UC Berkeley, Duke, Northwestern (7:00)
    • Extensive content creation with O'Reilly, Pearson, Udacity, edX, Coursera - 40 courses equivalent to 2 master's degrees (9:00)
    • Pragmatic AI Labs uniquely combines strengths of universities (elite research), content companies (speed, quality), and industry (real-world relevance) (12:00)
    • Currently offers 40 cutting-edge courses on edX spanning Python, Rust, data engineering, MLOps, generative AI, LLMs (14:00)
    • Upcoming plans: onboarding top authors, growing Discord community, investing in podcasts (18:00)
    • Transitioning to a transparent public benefit corporation to support authors, offer free learning pathways, further the mission of expanding access to AI/ML education (19:00)

    🔥 Hot Course Offers:
    • 🤖 Master GenAI Engineering - Build Production AI Systems
    • 🦀 Learn Professional Rust - Industry-Grade Development
    • 📊 AWS AI & Analytics - Scale Your ML in Cloud
    • ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
    • 🛠️ Rust DevOps Mastery - Automate Everything
    🚀 Level Up Your Career:
    • 💼 Production ML Program - Complete MLOps & Cloud Mastery
    • 🎯 Start Learning Now - Fast-Track Your ML Career
    • 🏢 Trusted by Fortune 500 Teams

    Learn end-to-end ML engineering from industry veterans at PAIML.COM

    15 min
  • Title: Cloud Computing Fundamentals: Models, Services, and AWS Overview

    🔥 Hot Course Offers:
    • 🤖 Master GenAI Engineering - Build Production AI Systems
    • 🦀 Learn Professional Rust - Industry-Grade Development
    • 📊 AWS AI & Analytics - Scale Your ML in Cloud
    • ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
    • 🛠️ Rust DevOps Mastery - Automate Everything
    🚀 Level Up Your Career:
    • 💼 Production ML Program - Complete MLOps & Cloud Mastery
    • 🎯 Start Learning Now - Fast-Track Your ML Career
    • 🏢 Trusted by Fortune 500 Teams

    Learn end-to-end ML engineering from industry veterans at PAIML.COM

    26 min
  • AWS Billing and Support: Managing Costs and Leveraging Expertise

    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/

    Your adventure in tech awaits! Dive in now, and elevate your skills to new heights. 🚀

    🔥 Hot Course Offers:
    • 🤖 Master GenAI Engineering - Build Production AI Systems
    • 🦀 Learn Professional Rust - Industry-Grade Development
    • 📊 AWS AI & Analytics - Scale Your ML in Cloud
    • ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
    • 🛠️ Rust DevOps Mastery - Automate Everything
    🚀 Level Up Your Career:
    • 💼 Production ML Program - Complete MLOps & Cloud Mastery
    • 🎯 Start Learning Now - Fast-Track Your ML Career
    • 🏢 Trusted by Fortune 500 Teams

    Learn end-to-end ML engineering from industry veterans at PAIML.COM

    8 min
  • AWS Well-Architected Framework: Designing Reliable and Efficient Cloud Solutions

    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/

    Your adventure in tech awaits! Dive in now, and elevate your skills to new heights. 🚀

    🔥 Hot Course Offers:
    • 🤖 Master GenAI Engineering - Build Production AI Systems
    • 🦀 Learn Professional Rust - Industry-Grade Development
    • 📊 AWS AI & Analytics - Scale Your ML in Cloud
    • ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
    • 🛠️ Rust DevOps Mastery - Automate Everything
    🚀 Level Up Your Career:
    • 💼 Production ML Program - Complete MLOps & Cloud Mastery
    • 🎯 Start Learning Now - Fast-Track Your ML Career
    • 🏢 Trusted by Fortune 500 Teams

    Learn end-to-end ML engineering from industry veterans at PAIML.COM

    19 min
  • AWS Cloud Security: Shared Responsibility and Best Practices

    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/

    Your adventure in tech awaits! Dive in now, and elevate your skills to new heights. 🚀

    🔥 Hot Course Offers:
    • 🤖 Master GenAI Engineering - Build Production AI Systems
    • 🦀 Learn Professional Rust - Industry-Grade Development
    • 📊 AWS AI & Analytics - Scale Your ML in Cloud
    • ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
    • 🛠️ Rust DevOps Mastery - Automate Everything
    🚀 Level Up Your Career:
    • 💼 Production ML Program - Complete MLOps & Cloud Mastery
    • 🎯 Start Learning Now - Fast-Track Your ML Career
    • 🏢 Trusted by Fortune 500 Teams

    Learn end-to-end ML engineering from industry veterans at PAIML.COM

    25 min
  • 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/

    Your adventure in tech awaits! Dive in now, and elevate your skills to new heights. 🚀

    🔥 Hot Course Offers:
    • 🤖 Master GenAI Engineering - Build Production AI Systems
    • 🦀 Learn Professional Rust - Industry-Grade Development
    • 📊 AWS AI & Analytics - Scale Your ML in Cloud
    • ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
    • 🛠️ Rust DevOps Mastery - Automate Everything
    🚀 Level Up Your Career:
    • 💼 Production ML Program - Complete MLOps & Cloud Mastery
    • 🎯 Start Learning Now - Fast-Track Your ML Career
    • 🏢 Trusted by Fortune 500 Teams

    Learn end-to-end ML engineering from industry veterans at PAIML.COM

    13 min
  • AWS Database Services: Managed Solutions for Diverse Needs

    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/

    Your adventure in tech awaits! Dive in now, and elevate your skills to new heights. 🚀

    🔥 Hot Course Offers:
    • 🤖 Master GenAI Engineering - Build Production AI Systems
    • 🦀 Learn Professional Rust - Industry-Grade Development
    • 📊 AWS AI & Analytics - Scale Your ML in Cloud
    • ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
    • 🛠️ Rust DevOps Mastery - Automate Everything
    🚀 Level Up Your Career:
    • 💼 Production ML Program - Complete MLOps & Cloud Mastery
    • 🎯 Start Learning Now - Fast-Track Your ML Career
    • 🏢 Trusted by Fortune 500 Teams

    Learn end-to-end ML engineering from industry veterans at PAIML.COM

    15 min
  • AI Amplifies, Agile Delivers: Prioritizing Fundamentals in Tech Adoption

    ✨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

    🔥 Hot Course Offers:
    • 🤖 Master GenAI Engineering - Build Production AI Systems
    • 🦀 Learn Professional Rust - Industry-Grade Development
    • 📊 AWS AI & Analytics - Scale Your ML in Cloud
    • ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
    • 🛠️ Rust DevOps Mastery - Automate Everything
    🚀 Level Up Your Career:
    • 💼 Production ML Program - Complete MLOps & Cloud Mastery
    • 🎯 Start Learning Now - Fast-Track Your ML Career
    • 🏢 Trusted by Fortune 500 Teams

    Learn end-to-end ML engineering from industry veterans at PAIML.COM

    2 min
  • AWS Virtual Private Cloud (VPC) and CloudFront

    AWS Virtual Private Cloud (VPC) enables the creation of logically isolated virtual networks on the AWS Cloud, offering security, flexibility, and integration with various AWS services. CloudFront, a global content delivery network (CDN), ensures low latency, high data transfer speeds, and cost-effectiveness for content delivery.

    🔥 Hot Course Offers:
    • 🤖 Master GenAI Engineering - Build Production AI Systems
    • 🦀 Learn Professional Rust - Industry-Grade Development
    • 📊 AWS AI & Analytics - Scale Your ML in Cloud
    • ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
    • 🛠️ Rust DevOps Mastery - Automate Everything
    🚀 Level Up Your Career:
    • 💼 Production ML Program - Complete MLOps & Cloud Mastery
    • 🎯 Start Learning Now - Fast-Track Your ML Career
    • 🏢 Trusted by Fortune 500 Teams

    Learn end-to-end ML engineering from industry veterans at PAIML.COM

    11 min

About 52 Weeks of Cloud

From the publisher's feed

A weekly podcast on technical topics related to cloud computing including: MLOPs, LLMs, AWS, Azure, GCP, Multi-Cloud and Kubernetes.