Noah Gift

52 Weeks of Cloud

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

Author

Noah Gift

Category

Technology

Latest episode

Sep 18, 2025

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Episodes

AI Generated Podcast-The French Revolution 2.0? - Navigating Digital Rights in the Age of AI 18.10.2024

Introduction: The host begins by highlighting the need to approach AI ethics from an "externality first" perspective, focusing on the impact on humans rather than just economic indicators like GDP. Historical Context: The episode explores the French Revolution as a case study for understanding the emergence of human rights. The revolution was fueled by systemic issues like feudalism, poverty, and...

AI-Assisted via Notebook LLM: Episode Summary and Podcast Notes: Serverless Data Engineering with Rust 18.10.2024

What is Serverless? Serverless computing is a modern approach to software development that optimizes efficiency by only running code when needed, unlike traditional always-on servers. Analogy: A motion-sensing light bulb in a garage only turns on when motion is detected. Similarly, serverless functions are triggered by events and automatically scale up and down as required. Benefits: Efficiency: O...

Installing and Using Cargo Lambda Overview 05.10.2024

Episode Notes Introduction to Cargo Lambda Interacts with AWS Lambda ecosystem from the terminal Enables native running, building, and deployment of Lambda functions No need for containers or VMs Installation Options Homebrew (recommended for macOS and Linux) Scoop for Windows Docker and Nix as alternatives Binary release or building from source Getting Started Use cargo lambda new to create a pro...

What is Cargo Lambda? 04.10.2024

Pragmatic AI Labs Blog - What is Cargo Lambda What is Cargo Lambda? A framework for building tools and workflows for Rust on AWS Lambda Key Benefits Rust Performance Allows writing AWS Lambda functions in Rust Provides amazing performance and low cold start times Leverages modern compilation features of Rust Type Safety Utilizes Rust's strong type system Helps catch errors at compile time Reduces...

What is Function as a Service? 03.10.2024

Function as a Service (FaaS): Core Building Block of Serverless Technology What is FaaS? Simplest unit of work for building applications, microservices, or event-driven protocols Basic workflow: Input → Logic → Output Characteristics of FaaS Simple and easily understandable Highly scalable Quick response time Popular FaaS Framework: AWS Lambda Can be attached to various services: S3 notifications...

Build a cup vs wash a cup: Rust vs Python 03.10.2024

Build a cup vs wash a cup blog post Building vs. Washing a Cup: Rust vs. Scripting Languages Key Points: Analogy: Building a cup (initial development) vs. washing a cup (maintenance) Rust represents a well-crafted cup, while Python represents a quickly made, crude cup Advantages of Rust: Optimized for long-term maintenance Compiler catches bugs early: Type errors Syntax errors Concurrency issues B...

What is AWS Lambda? 03.10.2024

Understanding Serverless Computing What is AWS Lambda Notes: Introduction to Serverless New paradigm in cloud computing Contrasts with pre-cloud, always-running systems Inefficiency of Traditional Models Example: Apache web service running constantly Analogy: Lights always on in a house Characteristics of Serverless Computing Stateless Event-driven Automatically scalable "Logic to live" concept Li...

Broken Economic Models in Tech That Hurt Humans At Scale 20.09.2024

Broken Economic Models for Humanity Key Concepts: Surveillance Capitalism Definition by Shoshana Zuboff Extracts and monetizes human experience data Concentrates wealth, knowledge, and power Threatens human nature and democracy Externality First Capitalism Proposed solution to create markets for social good Examples: Carbon pricing in services Media platform taxation based on factual content Tax c...

Human Rights From French Revolution to Digital Age 19.09.2024

Human Rights: From French Revolution to Digital Age The Age of Revolutions: A Perfect Storm The French Revolution emerged from a convergence of systemic issues and random events: Feudalism's oppressive structure Widespread poverty and hunger Emerging ideas of democracy Influence of Thomas Paine's "Common Sense" Inspiration from the American Revolution Rise of mass printing and pamphleteers The Rig...

Spotting and Debunking Tech Propaganda 17.09.2024

Tech Propaganda: An Introduction to Critical Thinking in Technology Episode Notes 1. FOMO (Fear of Missing Out) Definition: Rushing to adopt new technologies without clear benefits Examples: Implementing GenAI without clear ROI just because competitors are doing it Skill development driven by fear of obsolescence VCs worried about missing the next big thing 2. Naive Utopianism Definition: Assuming...

Digital Rights of Humans in the Age of AI 15.09.2024

source: By Milky - Museum of the French Revolution, CC BY-SA 4.0, https://commons.wikimedia.org/w/index.php?curid=78860432 The French Revolution is perhaps the most crucial event in the history of the world. A population violently overthrew a monarchy and developed important concepts of both individual liberty and democracy. It also showed the violent and horrific excesses of mob rule, something t...

The Rise of Linux Desktop for Professionals 10.07.2024

Company: https://kfocus.org/ My System:  https://kfocus.org/spec/spec-m2 Ecosystem:  https://kfocus.org/land/business   Live Stream: The Rise of Linux Desktop for Professionals   Join industry experts Noah Gift and Michael Mikowski for an insightful discussion on why 2024 is being hailed as "the year of the Linux desktop" and how professionals can successfully transition to this powerful alternati...

AWS Global Infrastructure: Regions, Availability Zones, and Edge Locations 24.06.2024

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...

Cattle, Not Pets: The Smartphone Trap 18.06.2024

00:00:01 - Introduction to the concept of "pets vs. cattle" in the DevOps space 00:00:33 - Similarities between smartphones, monolithic servers, and synchronous messaging 00:01:02 - The problem with 24/7 availability and bi-directional feedback loops 00:01:50 - The addictive nature of smartphones and their impact on well-being 00:02:51 - The evolution of software engineering practices and the rise...

Cuckoo Egg Dilemma: Creator vs Consumer 13.06.2024

00:00 - Introduction: The cuckoo egg dilemma in technology 01:00 - Explanation of the cuckoo bird's behavior and the analogy to technology 02:00 - The creator's perspective: Taylor Swift as an example 02:45 - The consumer's perspective: Spending time and money on consuming 03:30 - The worker's perspective: Fixed salary and the balance between creation and consumption 04:30 - The idea of getting ri...

Why You Need A Repairable and Upgradeable Linux Laptop 13.06.2024

00:00 - Introduction: Why you need a repairable Linux laptop 01:05 - The problem with non-upgradable laptops and being locked into ecosystems 02:30 - Introducing the Framework laptop as a repairable and customizable alternative 04:15 - The benefits of being able to upgrade components and choose ports 05:40 - The Framework marketplace for swapping parts and selling components 07:00 - Recognizing th...

Launching World's Most Comprehensive Cloud Computing Program 12.06.2024

00:00 - Introduction: Showcasing Pragmatic AI Labs and DS500's latest offering 00:45 - Introducing the world's largest online cloud computing program 01:30 - Host's background teaching cloud computing at top universities 02:00 - Overview of the program's coverage: foundational infrastructure, serverless, agile development, cloud-native systems 02:45 - The certificate available from edX upon comple...

DS500 Launch Tackles Challenges and Opportunities in Life Long Learning 12.06.2024

00:00 - Introduction: Launching DS500, a new program from Pragmatic AI Labs 01:30 - Democratizing access to two master's degrees worth of content 02:15 - Host's background as an adjunct professor at multiple universities 03:00 - The need for lifelong learning and universities' slow adaptation 04:10 - The freemium model of DS500: free courses on edX and community building 05:00 - Overview of curren...

Cloud Economics: Understanding AWS Pricing and Cost Optimization 12.06.2024

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...

Year of the Dumbphone 12.06.2024

00:00 - Introduction: Is 2024 the year of the dumb phone? 01:23 - Host's background and relationship with media consumption 03:15 - How smartphones are like having a TV in your pocket 04:50 - The limited benefits of smartphones (touchless pay, navigation) 06:10 - Considering the trade-offs: wasting hours per day scrolling 07:45 - Participating in the dumb phone revolution 09:02 - Valuing your time...

Leaving Apple Ecosystem in 2024 Livestream & Q/A Post WWDC 11.06.2024

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...

The Pragmatic AI Labs Alternative University 10.06.2024

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...

Title: Cloud Computing Fundamentals: Models, Services, and AWS Overview 10.06.2024

🔥 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 - F...

AWS Billing and Support: Managing Costs and Leveraging Expertise 05.06.2024

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...

AWS Well-Architected Framework: Designing Reliable and Efficient Cloud Solutions 03.06.2024

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...

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