AWS Database Services: Managed Solutions for Diverse Needs

AWS Database Services: Managed Solutions for Diverse Needs

Author: Noah Gift May 20, 2024 Duration: 14:18

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


 


 


 

Coursera


 


 

✨I build courses: https://insight.paiml.com/bzf


 


 


 


 


 


 


 


 

📝 Guided Projects:

📚 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:

🚀 Level Up Your Career:

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


Noah Gift guides you through a year-long journey with 52 Weeks of Cloud, a weekly exploration designed for anyone building, managing, or simply curious about modern cloud infrastructure. Each episode digs into a specific technical topic, moving beyond surface-level explanations to offer practical insights you can apply. You’ll hear detailed discussions on the platforms that power the industry-like AWS, Azure, and Google Cloud-and how to navigate multi-cloud strategies effectively. The conversation regularly delves into the orchestration of these systems with Kubernetes and the specialized world of machine learning operations, or MLOps, including the integration and implications of large language models. This isn't just theory; it's a focused look at the tools and methodologies shaping how software is deployed and scaled today. By committing to this podcast, you're essentially getting a structured, expert-led curriculum that breaks down complex subjects into manageable weekly segments, all aimed at building a comprehensive and practical understanding of the cloud ecosystem.
Author: Language: English Episodes: 225

52 Weeks of Cloud
Podcast Episodes
Installing and Using Cargo Lambda Overview [not-audio_url] [/not-audio_url]

Duration: 4:48
Episode NotesIntroduction to Cargo LambdaInteracts with AWS Lambda ecosystem from the terminalEnables native running, building, and deployment of Lambda functionsNo need for containers or VMsInstallation OptionsHomebrew…
What is Cargo Lambda? [not-audio_url] [/not-audio_url]

Duration: 5:14
Pragmatic AI Labs Blog - What is Cargo LambdaWhat is Cargo Lambda?A framework for building tools and workflows for Rust on AWS LambdaKey BenefitsRust PerformanceAllows writing AWS Lambda functions in RustProvides amazing…
What is Function as a Service? [not-audio_url] [/not-audio_url]

Duration: 2:21
Function as a Service (FaaS): Core Building Block of Serverless TechnologyWhat is FaaS?Simplest unit of work for building applications, microservices, or event-driven protocolsBasic workflow: Input → Logic → OutputCharac…
Build a cup vs wash a cup: Rust vs Python [not-audio_url] [/not-audio_url]

Duration: 2:56
Build a cup vs wash a cup blog postBuilding vs. Washing a Cup: Rust vs. Scripting LanguagesKey Points:Analogy: Building a cup (initial development) vs. washing a cup (maintenance)Rust represents a well-crafted cup, while…
What is AWS Lambda? [not-audio_url] [/not-audio_url]

Duration: 3:07
Understanding Serverless ComputingWhat is AWS LambdaNotes:Introduction to ServerlessNew paradigm in cloud computingContrasts with pre-cloud, always-running systemsInefficiency of Traditional ModelsExample: Apache web ser…
Broken Economic Models in Tech That Hurt Humans At Scale [not-audio_url] [/not-audio_url]

Duration: 11:45
Broken Economic Models for HumanityKey Concepts:Surveillance CapitalismDefinition by Shoshana ZuboffExtracts and monetizes human experience dataConcentrates wealth, knowledge, and powerThreatens human nature and democrac…
Human Rights From French Revolution to Digital Age [not-audio_url] [/not-audio_url]

Duration: 9:20
Human Rights: From French Revolution to Digital AgeThe Age of Revolutions: A Perfect StormThe French Revolution emerged from a convergence of systemic issues and random events:Feudalism's oppressive structureWidespread p…
Spotting and Debunking Tech Propaganda [not-audio_url] [/not-audio_url]

Duration: 14:51
Tech Propaganda: An Introduction to Critical Thinking in TechnologyEpisode Notes1. FOMO (Fear of Missing Out)Definition: Rushing to adopt new technologies without clear benefitsExamples:Implementing GenAI without clear R…