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Showing episodes and shows of
Noah@paiml.com (Pragmatic AI Labs)
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52 Weeks of Cloud
The Pirate Bay Hypothesis: Reframing AI's True Nature
Episode Summary:A critical examination of generative AI through the lens of a null hypothesis, comparing it to a sophisticated search engine over all intellectual property ever created, challenging our assumptions about its transformative nature.Keywords:AI demystification, null hypothesis, intellectual property, search engines, large language models, code generation, machine learning operations, technical debt, AI ethicsWhy This Matters to Your Organization:Understanding AI's true capabilities—beyond the hype—is crucial for making strategic technology decisions. Is your team building solutions based on AI's actual strengths or its perceived magi...
2025-05-14
08 min
52 Weeks of Cloud
Academic Style Lecture on Concepts Surrounding RAG in Generative AI
Episode Notes: Search, Not Superintelligence: RAG's Role in Grounding Generative AISummaryI demystify RAG technology and challenge the AI hype cycle. I argue current AI is merely advanced search, not true intelligence, and explain how RAG grounds models in verified data to reduce hallucinations while highlighting its practical implementation challenges.Key PointsGenerative AI is better described as "generative search" - pattern matching and prediction, not true intelligenceRAG (Retrieval-Augmented Generation) grounds AI by constraining it to search within specific vector databasesVector databases function like collaborative filtering algorithms, finding similarity in multidimensional...
2025-05-04
45 min
52 Weeks of Cloud
Pragmatic AI Labs Interactive Labs Next Generation
Pragmatica Labs Podcast: Interactive Labs UpdateEpisode NotesAnnouncement: Updated Interactive LabsNew version of interactive labs now available on the Pragmatica Labs platformFocus on improved Rust teaching capabilitiesRust Learning Environment FeaturesBrowser-based development environment with:Ability to create projects with CargoCode compilation functionalityVisual Studio Code in the browserAccess to source code from dozens of Rust coursesPragmatica Labs Rust Course OfferingsApplied Rust courses covering:GUI developmentServerlessData engineeringAI engineeringMLOpsCommunity toolsPython and Rust integrationUpcoming Technology CoverageLocal large language models (Olamma)Zig as a modern C...
2025-03-21
02 min
52 Weeks of Cloud
Free Membership to Platform for Federal Workers in Transition
Episode Notes: My Support Initiative for Federal Workers in TransitionEpisode OverviewIn this episode, I announce a special initiative from Pragmatic AI Labs to support federal workers who are currently in career transitions by providing them with free access to our educational platform. I explain how our technical training can help workers upskill and find new positions.Key PointsAbout the InitiativeI'm offering free platform access to federal workers in transition through Pragmatic AI LabsTo apply, workers should email contact@paiml.com with:Their LinkedIn profileEmail addressPrevious government...
2025-03-07
03 min
52 Weeks of Cloud
Gaslighting Your Way to Responsible AI
🎯 Breaking Down "Gaslighting Your Way to Responsible AI" - A Critical Analysis of Tech EthicsHere are the key insights from this thought-provoking discussion on AI ethics and corporate responsibility:Meta's Ethical ConcernsCourt documents revealed Meta allegedly used 82 terabytes of pirated books for AI training, with leadership awareness of ethical breachesCEO Mark Zuckerberg reportedly encouraged moving forward despite known ethical concernsInternal communications showed employee discomfort with using corporate resources for potentially illegal activitiesThe Gaslighting PlaybookLarge tech companies often frame conversations aro...
2025-02-11
12 min
52 Weeks of Cloud
Pragmatic AI Labs Platform Updates 12/26/2024
Update 12/26/2024 on the Pragmatic AI Labs Platform development lifecycle. Thanks again for all of the new subscribers. A few things I mention in the video update: Almost every day a new course, lab, or feature will appear most days in 2025. We don't just teach, we do. Watch us build a world class learning platform day by day by joining the platform and doing exactly what we are teaching There is a sense of urgency and mission with our platform. We know we can do better than what exists and we are rolling up...
2024-12-26
03 min
52 Weeks of Cloud
Código Limpio en Python: La Clave para un Desarrollo de Software Exitoso
Código Limpio en Python: La Clave para un Desarrollo de Software ExitosoResumen del EpisodioEn este episodio, exploramos la importancia de escribir código limpio, testeable y de alta calidad en Python. Basándonos en un ensayo de Noah Gift de 2010, discutimos cómo el enfoque en la calidad del código desde el principio puede llevar a proyectos de software más exitosos y mantenibles.Puntos ClaveLa complejidad es el enemigo: Controlar la complejidad es esencial en el desarrollo de software.Pensamiento proactivo: Los desarrolladores exitosos piensan en la tes...
2024-10-21
08 min
52 Weeks of Cloud
Silicon Valley Collapse, a Science Fiction Short Story by Noah Gift
https://noahgift.com/articles/silicon-valley-collapse/ 🔥 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 TeamsLearn end-to-end ML engineering from industry veterans at PAIML.COM
2024-10-20
02 min
52 Weeks of Cloud
The Rise of Linux Desktop for Professionals
Company: https://kfocus.org/My System: https://kfocus.org/spec/spec-m2Ecosystem: 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 alternative. What We'll Cover: • Why professionals are moving away from proprietary operating systems• The surprising advantages of Linux desktop fo...
2024-07-10
1h 27
52 Weeks of Cloud
AWS Global Infrastructure: Regions, Availability Zones, and Edge Locations
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 Pr...
2024-06-24
12 min
52 Weeks of Cloud
DS500 Launch Tackles Challenges and Opportunities in Life Long Learning
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 current DS500 programs: LLM operations, Rust, MLOps, generative AI 06:45 - Upcoming programs in cloud computing and data engineering 07:30 - Partnering with experts and transparent profit-sharing model 08:20 - Introducing the founders: Noah Gift and Alfredo Deza 09:30 - Challenges in the online learning space...
2024-06-12
08 min
52 Weeks of Cloud
Cloud Economics: Understanding AWS Pricing and Cost Optimization
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 Pr...
2024-06-12
15 min
52 Weeks of Cloud
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...
2024-06-11
22 min
52 Weeks of Cloud
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...
2024-06-10
14 min
52 Weeks of Cloud
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 Pr...
2024-06-05
07 min
52 Weeks of Cloud
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 Pr...
2024-06-03
18 min
52 Weeks of Cloud
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 Pr...
2024-05-27
24 min
52 Weeks of Cloud
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 Pr...
2024-05-22
12 min
52 Weeks of Cloud
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 Pr...
2024-05-20
14 min
52 Weeks of Cloud
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📚En...
2024-05-15
01 min
52 Weeks of Cloud
AWS Storage Services: EBS, S3, EFS, and Glacier
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 Pr...
2024-05-13
23 min
52 Weeks of Cloud
Small Models, Big Potential: The Edge Computing Revolution
✨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📚En...
2024-05-08
01 min
52 Weeks of Cloud
Introduction to Essential AWS Services
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 Pr...
2024-05-06
01 min
52 Weeks of Cloud
Productivity Hacks of Highly Effective People
✨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📚En...
2024-05-01
04 min
52 Weeks of Cloud
Mastering Lifelong Learning Through Goal-Setting
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 Pr...
2024-05-01
03 min
52 Weeks of Cloud
The Cloud Talent Gap
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 Pr...
2024-04-29
06 min
52 Weeks of Cloud
🦀 Rust + 🤖 LLMs: 🚀 Supercharge MLOps & AI Ethics
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 📚LLMOps Specialization: https://insight.paiml.com/a8e📚Introduction to Generative AI: https://insi...
2024-04-24
44 min
52 Weeks of Cloud
Software Grows like Trees, Not Playgrounds
✨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📚En...
2024-04-24
01 min
52 Weeks of Cloud
Five Whys Fix Failures
✨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📚En...
2024-04-17
04 min
52 Weeks of Cloud
The Pitfalls of Rigid Agile
✨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📚En...
2024-04-10
02 min
52 Weeks of Cloud
Perpetuating Harm - How AI Can Reinforce and Spread Bias
Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jotVirtualization, Docker, and Kubernetes for Data Engineering: https://www.coursera.org/learn/virtualization-docker-kubernetes-data-engineeringCloud Machine Learning Engineering and MLOps: https://www.coursera.org/learn/cloud-machine-learning-engineering-mlops-dukeMLOps Tools: MLflow and Hugging Face: https://www.coursera.org/learn/mlops-mlflow-huggingface-dukeData Visualization with Python: https://insight.paiml.c...
2024-02-19
03 min
52 Weeks of Cloud
Regulatory Entrepreneurship and AI - Changing Laws Through Market Domination
Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jotVirtualization, Docker, and Kubernetes for Data Engineering: https://www.coursera.org/learn/virtualization-docker-kubernetes-data-engineeringCloud Machine Learning Engineering and MLOps: https://www.coursera.org/learn/cloud-machine-learning-engineering-mlops-dukeMLOps Tools: MLflow and Hugging Face: https://www.coursera.org/learn/mlops-mlflow-huggingface-dukeData Visualization with Python: https://insight.paiml.c...
2024-02-12
04 min
52 Weeks of Cloud
🤖 Automate Data Pipelines with Step Functions-AWS Data Engineering-Part 10
✨I build courses: https://insight.paiml.com/bzf 📚LLMOps Specialization: 📚Operationalizing LLMs on Azure: https://insight.paiml.com/e2u📚Databricks to Local LLMs: https://insight.paiml.com/i6k 📚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...
2024-02-06
21 min
52 Weeks of Cloud
Who Pays the Price? Negative Externalities of AI Systems
Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jotVirtualization, Docker, and Kubernetes for Data Engineering: https://www.coursera.org/learn/virtualization-docker-kubernetes-data-engineeringCloud Machine Learning Engineering and MLOps: https://www.coursera.org/learn/cloud-machine-learning-engineering-mlops-dukeMLOps Tools: MLflow and Hugging Face: https://www.coursera.org/learn/mlops-mlflow-huggingface-dukeData Visualization with Python: https://insight.paiml.c...
2024-02-05
03 min
52 Weeks of Cloud
🤝 Python, Rust, MLOps, and Ethics - A Balanced Perspective-PyCon-Dubai-2023
✨I build courses: https://insight.paiml.com/bzf 📚LLMOps Specialization: 📚Operationalizing LLMs on Azure: https://insight.paiml.com/e2u📚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 Kubernete...
2024-01-29
31 min
52 Weeks of Cloud
Perfect Competition in AI - The Race to Zero Profits
Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jotVirtualization, Docker, and Kubernetes for Data Engineering: https://www.coursera.org/learn/virtualization-docker-kubernetes-data-engineeringCloud Machine Learning Engineering and MLOps: https://www.coursera.org/learn/cloud-machine-learning-engineering-mlops-dukeMLOps Tools: MLflow and Hugging Face: https://www.coursera.org/learn/mlops-mlflow-huggingface-dukeData Visualization with Python: https://insight.paiml.c...
2024-01-29
02 min
52 Weeks of Cloud
📊 Choosing the Best Data Analytics and Visualization Tools on AWS
✨I build courses: https://insight.paiml.com/bzf 📚LLMOps Specialization: 📚Operationalizing LLMs on Azure: https://insight.paiml.com/e2u📚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 Kubernete...
2024-01-29
14 min
52 Weeks of Cloud
AWS Academy Machine Learning Module - Models, Data, Infrastructure
✨I build courses: https://insight.paiml.com/bzfHands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀📚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: http...
2024-01-24
41 min
52 Weeks of Cloud
Generative AI Race to the Bottom - Game Theory and Suboptimal Outcomes
Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jotVirtualization, Docker, and Kubernetes for Data Engineering: https://www.coursera.org/learn/virtualization-docker-kubernetes-data-engineeringCloud Machine Learning Engineering and MLOps: https://www.coursera.org/learn/cloud-machine-learning-engineering-mlops-dukeMLOps Tools: MLflow and Hugging Face: https://www.coursera.org/learn/mlops-mlflow-huggingface-dukeData Visualization with Python: https://insight.paiml.c...
2024-01-22
04 min
52 Weeks of Cloud
Comparing Big Data Processing: Hadoop, Spark, EMR, and Hudi
Hey readers 👋, if you enjoyed this content, I wanted to share some of my favorite resources to continue your learning journey in technology!Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jotVirtualization, Docker, and Kubernetes for Data Engineering: https://www.coursera.org/learn/virtualization-docker-kubernetes-data-engineeringCloud Machine Learning Engineerin...
2024-01-19
25 min
52 Weeks of Cloud
Securing Data Storage in Modern Architectures
Hey readers 👋, if you enjoyed this content, I wanted to share some of my favorite resources to continue your learning journey in technology!Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jotVirtualization, Docker, and Kubernetes for Data Engineering: https://www.coursera.org/learn/virtualization-docker-kubernetes-data-engineeringCloud Machine Learning Engineerin...
2024-01-17
26 min
52 Weeks of Cloud
The Tragedy of the AI Commons - Ethical Dilemmas of Generative Models
Hey readers 👋, if you enjoyed this content, I wanted to share some of my favorite resources to continue your learning journey in technology!Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jotVirtualization, Docker, and Kubernetes for Data Engineering: https://www.coursera.org/learn/virtualization-docker-kubernetes-data-engineeringCloud Machine Learning Engineerin...
2024-01-15
04 min
52 Weeks of Cloud
Ingesting Data by Batch vs Streaming with AWS Services
Hey readers 👋, if you enjoyed this content, I wanted to share some of my favorite resources to continue your learning journey in technology!Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jot 🔥 Hot Course Offers:🤖 Master GenAI Engineering - Build Production AI Systems🦀 Learn Professional...
2024-01-12
20 min
52 Weeks of Cloud
Examining Business Models: Free Riders, Rent Seekers, Platforms and Products
Hey readers 👋, if you enjoyed this content, I wanted to share some of my favorite resources to continue your learning journey in technology!Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jot 🔥 Hot Course Offers:🤖 Master GenAI Engineering - Build Production AI Systems🦀 Learn Professional...
2024-01-09
05 min
52 Weeks of Cloud
Key Concepts for Preparing Data in ML Pipelines
Hey readers 👋, if you enjoyed this content, I wanted to share some of my favorite resources to continue your learning journey in technology!Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://insight.paiml.com/qwhRust for DevOps: https://insight.paiml.com/x14Rust LLMOps: https://insight.paiml.com/g3bRust Fundamentals: https://insight.paiml.com/qytData Engineering with Rust: https://insight.paiml.com/zm1Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jot 🔥 Hot Course Offers:🤖 Master GenAI Engineering - Build Production AI Systems🦀 Learn Professional...
2024-01-09
19 min
52 Weeks of Cloud
AWS Bedrock: A Foundation for Responsible AI
If you enjoyed this video, your learning journey has just begun! Dive deeper into the fascinating world of technology with these hand-picked resources:📊 Data Visualization and Python:Data Visualization with Python: https://www.coursera.org/learn/data-visualization-python🛠️ DevOps, MLOps, and Cloud Computing:DevOps, DataOps, MLOps: https://www.coursera.org/learn/devops-dataops-mlops-dukeMLOps Platforms: AWS SageMaker and Azure ML: https://www.coursera.org/learn/mlops-aws-azure-dukeBuilding Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scaleAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: https://www.linkedin.com/lear...
2023-12-01
05 min
52 Weeks of Cloud
AWS Security Certification: Incident Response
If you enjoyed this content, your learning journey has just begun! Dive deeper into the fascinating world of technology with these hand-picked resources:📊 Data Visualization and Python:Data Visualization with Python: https://www.coursera.org/learn/data-visualization-python🛠️ DevOps, MLOps, and Cloud Computing:DevOps, DataOps, MLOps: https://www.coursera.org/learn/devops-dataops-mlops-dukeMLOps Platforms: AWS SageMaker and Azure ML: https://www.coursera.org/learn/mlops-aws-azure-dukeBuilding Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scaleAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: https://www.linkedin.com/lear...
2023-09-25
16 min
52 Weeks of Cloud
solopreneurship
If you enjoyed this content, your learning journey has just begun! Dive deeper into the fascinating world of technology with these hand-picked resources:📊 Data Visualization and Python:Data Visualization with Python: https://www.coursera.org/learn/data-visualization-python🛠️ DevOps, MLOps, and Cloud Computing:DevOps, DataOps, MLOps: https://www.coursera.org/learn/devops-dataops-mlops-dukeMLOps Platforms: AWS SageMaker and Azure ML: https://www.coursera.org/learn/mlops-aws-azure-dukeBuilding Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scaleAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: https://www.linkedin.com/lear...
2023-09-24
12 min
52 Weeks of Cloud
EP: 48.0 AWS Security Certification module6 logging monitoring
If you enjoyed this content, your learning journey has just begun! Dive deeper into the fascinating world of technology with these hand-picked resources:📊 Data Visualization and Python:Data Visualization with Python: https://www.coursera.org/learn/data-visualization-python🛠️ DevOps, MLOps, and Cloud Computing:DevOps, DataOps, MLOps: https://www.coursera.org/learn/devops-dataops-mlops-dukeMLOps Platforms: AWS SageMaker and Azure ML: https://www.coursera.org/learn/mlops-aws-azure-dukeBuilding Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scaleAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: https://www.linkedin.com/lear...
2023-09-19
23 min
52 Weeks of Cloud
O'Reilly Author Anna Skoulikari-Learning Git
If you enjoyed this video, your learning journey has just begun! Dive deeper into the fascinating world of technology with these hand-picked resources:Anna's Website: https://www.annaskoulikari.com/📊 Data Visualization and Python:Data Visualization with Python: https://www.coursera.org/learn/data-visualization-python🛠️ DevOps, MLOps, and Cloud Computing:DevOps, DataOps, MLOps: https://www.coursera.org/learn/devops-dataops-mlops-dukeMLOps Platforms: AWS SageMaker and Azure ML: https://www.coursera.org/learn/mlops-aws-azure-dukeBuilding Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scaleAWS Certified Solutions Architect - Profes...
2023-09-13
53 min
52 Weeks of Cloud
AWS Security Ep. 2, Module 5: Data Protection
If you enjoyed this video, your learning journey has just begun! Dive deeper into the fascinating world of technology with these hand-picked resources:📊 Data Visualization and Python:Data Visualization with Python: https://www.coursera.org/learn/data-visualization-python🛠️ DevOps, MLOps, and Cloud Computing:DevOps, DataOps, MLOps: https://www.coursera.org/learn/devops-dataops-mlops-dukeMLOps Platforms: AWS SageMaker and Azure ML: https://www.coursera.org/learn/mlops-aws-azure-dukeBuilding Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scaleAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: https://www.linkedin.com/lear...
2023-09-11
24 min
52 Weeks of Cloud
AWS Security Ep. 2, Module 4: Securing Infrastructure
If you enjoyed this video, your learning journey has just begun! Dive deeper into the fascinating world of technology with these hand-picked resources:📊 Data Visualization and Python:Data Visualization with Python: https://www.coursera.org/learn/data-visualization-python🛠️ DevOps, MLOps, and Cloud Computing:DevOps, DataOps, MLOps: https://www.coursera.org/learn/devops-dataops-mlops-dukeMLOps Platforms: AWS SageMaker and Azure ML: https://www.coursera.org/learn/mlops-aws-azure-dukeBuilding Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scaleAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: https://www.linkedin.com/lear...
2023-09-04
38 min
52 Weeks of Cloud
Maxime-DAVID-Serverless-with-Rust
Chat with Maxime David. We discuss Rust and how it makes for an ideal language for AWS Lambda. Checkout his Rust YouTube Channel here: [@maxday_coding](https://www.youtube.com/@maxday_coding) and his lambda-perf repo here: [https://github.com/maxday/lambda-perf](https://github.com/maxday/lambda-perf) 🔥 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 MLO...
2023-02-03
52 min
52 Weeks of Cloud
SRE Mindset for MLOPs: A talk in late 2022 about problems in MLOPs
If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/le...
2022-12-11
27 min
52 Weeks of Cloud
52 weeks off AWS Certified Developer Wrapup (Final Session)
If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/le...
2022-12-07
33 min
52 Weeks of Cloud
Enterprise MLOps Interviews: Doris Xin, Founder of Linea.AI
If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/le...
2022-11-23
56 min
52 Weeks of Cloud
52 Weeks AWS Cert Developer Continued API Gateway
If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/le...
2022-11-21
15 min
52 Weeks of Cloud
Nic Stone CTO of Crul - discusses building automated data pipelines
If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/le...
2022-11-17
56 min
52 Weeks of Cloud
Arvs Lat_ Author of Machine Learning Engineering on AWS
If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/le...
2022-10-22
1h 05
52 Weeks of Cloud
Lewis Tunstall and Leandro von Werra of Hugging Face discuss MLOps
If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/le...
2022-10-19
1h 00
52 Weeks of Cloud
Ville Tuulos-Metaflow-MLOps-Conversation
If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/le...
2022-10-18
1h 11
52 Weeks of Cloud
Dhanasekar Sundararaman Duke Phd in Computer Engineering and Microsoft Researcher
If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/le...
2022-10-15
1h 09
52 Weeks of Cloud
interview-ceo-abacus-ai-mlops-end-to-end-platforms
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueEssentials of MLOps with Azure and Databricks: https://www.linkedin.com/learning/essentials-of-mlops-with-azure-1-introduction/essentials-of-mlops-with-azureO'Reilly Book: Implementing MLOps in the...
2022-10-11
54 min
52 Weeks of Cloud
Enterprise MLOps Interview-Simon Stiebellehner
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-09-23
56 min
52 Weeks of Cloud
52-weeks-aws-certified-developer-sns-sqs-managed-queues
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-09-22
19 min
52 Weeks of Cloud
52-weeks-aws-certified-developer-containers
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-09-14
20 min
52 Weeks of Cloud
52-weeks-aws-Python guru Brian Ray
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-09-09
1h 17
52 Weeks of Cloud
52 Weeks AWS_ Episode 33-Certified-Developer-Part5-Cloudfront
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-09-07
26 min
52 Weeks of Cloud
52 Weeks AWS_ Episode 32-Certified-Developer-Part4-DynamoDB
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-08-31
23 min
52 Weeks of Cloud
52 Weeks AWS_ Episode 31-Certified-Developer-Part3-S3
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-08-24
14 min
52 Weeks of Cloud
Hugging-Face-Enterprise-MLOps-Interview: Julien Simon
Amazing career advice and deep dive into Hugging Face with Julien Simon Chief Evangelist at Hugging Face. Connect with Julien at: https://www.linkedin.com/in/juliensimon/ If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true O'Reilly Book: Practical MLOps: https://www...
2022-08-23
1h 05
52 Weeks of Cloud
MLOps with Head of Duke Artificial Intelligence PI MS Program
Talk with Jon Reifschneider | Duke AI Master of Engineering https://ai.meng.duke.edu/faculty/jon-reifschneider🔥 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
2022-08-19
1h 17
52 Weeks of Cloud
Real-world-AWS-MLOps-with-Malcolm-Smith-Fraser-Duke-MIDS-Alumni
Talk with ML Engineering and Duke MIDS Alumni Malcolm Smith Fraser about doing MLOPs pipelines on AWS for computer vision. https://www.linkedin.com/in/malcolmsfraser/🔥 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
2022-08-12
30 min
52 Weeks of Cloud
52weeks-aws-episode28-AWS Developer Certification-Part 1-Developing
AWS Developer Certification Part 1🔥 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
2022-08-10
24 min
52 Weeks of Cloud
52weeks-aws-episode28-Wrap up AWS ML Certification
Wrap up of AWS ML Cert🔥 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
2022-08-10
27 min
52 Weeks of Cloud
52weeks-aws-episode27-sagemaker-pipeline
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-06-24
34 min
52 Weeks of Cloud
52 Weeks of Cloud Episode 28: Conversation with Piero Molino and Ludwig/Predibase
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-06-22
50 min
52 Weeks of Cloud
52 weeks AWS: EP 26 ml cert sagemaker pipelines part1
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-06-18
27 min
52 Weeks of Cloud
52 Weeks of AWS-Episode 25: AWS ML Certification: What is ML?
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-06-09
30 min
52 Weeks of Cloud
52 Weeks of AWS: Introduction to AWS ML Certification
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-06-09
15 min
52 Weeks of Cloud
52 Weeks of AWS Episode 23: Bridging to Solutions Architect Certification
Learn to prepare for the AWS Solutions Architect Exam00:00 Intro01:47 Domain 1: Design Resilient Architectures02:32 Domain 2: Design High-Performance Architectures03:17 Domain 3: Design Scalable Architectures and Architectures03:33 Domain 4: Design Cost-Optimized Architectures04:40 Exam Guide Walkthrough09:25 Whitepapers and why they are important10:29 Well-Architected Framework11:08 AWS FAQ14:30 AWS Quick StartsIf you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https...
2022-05-29
17 min
52 Weeks of Cloud
52 weeks AWS: Episode 22 Solutions Architect: Planning for Disaster
Episode 22 covers the preparing for Disasters.00:00 Intro02:37 Planning for failures03:34 Avoiding and planning for disasters05:37 Using the Well-Architected Framework design principles05:51 Recovery Point objectives (RPO)06:34 Recovery time objective (RTO)07:12 Plan for disaster recovery08:03 Storage and backup building blocks09:50 S3 Cross-Region replication10:41 EBS volume snapshots11:41 File system replication12:50 Compute Capacity recovery13:44 Strategies for disaster recovery15:01 Networking design for resilience15:34 Databases and recovery16:45 Automation Services: CloudFormation, Elastic Beanstalk and AWS OpsWorks17:38 Four disaster recovery strategies: Backup and restore, Pilot light, Warm Standby and...
2022-05-22
26 min
52 Weeks of Cloud
52 weeks AWS: Episode 21 Solutions Architect: Building Microservices
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product...
2022-05-13
29 min
52 Weeks of Cloud
52 weeks AWS: Episode 20 Solutions Architect: Decouple
00:00 Intro04:00 Forms of decoupling07:00 SQS12:00 SQS Use Cases19:27 SNS23:21 SNS vs SQSIf you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeAWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=trueO'Reilly Book: Practical MLOps...
2022-05-06
27 min
52 Weeks of Cloud
52 weeks AWS: Episode 19 Solutions Architect Caching
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/Pragmatic AI...
2022-04-14
25 min
52 Weeks of Cloud
52-weeks-aws-solutions-architect-automate-infrastructure-with-cloud-formation-beanstalk-opswork
f you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/Pragmatic AI...
2022-04-05
19 min
52 Weeks of Cloud
52 Weeks of AWS Episode 17: Elasticity for Solutions Architect
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/Pragmatic AI...
2022-03-17
25 min
52 Weeks of Cloud
52 Weeks of AWS Episode 15 (13-B): Connecting Networks for Solutions Architect
Learn to connect networks on AWS00:00 Intro01:24 Module Overview03:19 Connecting multiple VPNs05:09 AWS Direct Connect08:58 Connecting VPCs11:03 VPC Peering14:08 Transit Gateway22:56 Module Wrap-upOkay, I'm live here with 52 weeks of AWS episode 13. I'm still focused on the solutions architect material. And last week, I was able to talk about some networking material. But this week, I'm going to get into more networking and talk about connecting networks. And what we'll do is I'll just go ahead and share my screen here to start with. And let's go ahead...
2022-03-05
25 min
52 Weeks of Cloud
52 Weeks of AWS Episode 14: Networking for Solutions Architect
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/Pragmatic AI...
2022-02-23
14 min
52 Weeks of Cloud
52 Weeks of Cloud: Episode 12- GPT-3 Book Authors Shubham Shubham and Sandra Kublik
Shubham (LI: https://www.linkedin.com/in/shubhamsaboo, Twitter: https://twitter.com/Saboo_Shubham_)Sandra (LI: https://www.linkedin.com/in/sandrakublik, Twitter: https://twitter.com/sandra_kublik)Kairos Data Labs (LI: https://www.linkedin.com/company/kairos-data-labs, Youtube: https://www.youtube.com/channel/UCWRXc4CeXy5f0dQdJ2XWliw)Read GPT-3 Book Here: https://learning.oreilly.com/library/view/gpt-3/9781098113612/Buy GPT-3 Book Here: https://www.amazon.com/GPT-3-Building-Innovative-Products-Language/dp/1098113624/ref=sr_1_2?crid=3B7EBW0BGWJGS&keywords=gpt-3+book&qid=1645194541&sprefix=gpt-3+book%2Caps%2C48&sr=8-2If you enjoyed this...
2022-02-18
57 min
52 Weeks of Cloud
52 Weeks AWS: Episode 11- Solutions Architect Part 3-Databases
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/Pragmatic AI...
2022-02-15
29 min
52 Weeks of Cloud
52 Weeks of AWS Episode 10-Solutions Architect-Part2-EC2
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/Pragmatic AI...
2022-02-08
32 min
52 Weeks of Cloud
52 Weeks of AWS Episode 9B-Solutions Architect
Part 1 of solutions architect cert 00:00 Intro 01:30 Overview of Exam 07:00 AWS Architecture 08:00 Well Architected 11:00 Scalability 17:00 AWS Regions 22:00 AWS S3 26:00 AWS Costs 28:00 AWS Snowball and Snowmobile If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017 O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/ Pragmatic AI: An Introduction to Cloud-based Machine Learning: https...
2022-02-02
31 min
52 Weeks of Cloud
52 Weeks of AWS Episode 9:AWS Cookbook
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/Pragmatic AI...
2022-02-01
1h 02
52 Weeks of Cloud
52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda
aws-cdk-python-helloHello World Python CDKIn this episode I dive into IAC with AWS Lambda on AWS Cloud900:00 Intro02:00 Overview of IAC Architecture05:00 Setup AWS Cloud906:57 Read CDK Project Setup08:00 Upgrade CDK12:33 Create AWS Lambda in Python Marco/Polo Function14:08 Setup CDK Stack15:32 Deploy Changes via CDK Deploy19:32 Invoke Lambda via CDK21:15 Invoke Lambda via Cloud9ReferenceHello Python CDK WorkshopWatch on O'Reilly: AWS CDK with Python Deploy Hello World LambdaWatch on YouTubeIf you enjoyed this video, here are...
2022-01-26
24 min
52 Weeks of Cloud
52 Weeks of AWS Episode 7: Developing with High Level Services
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/Pragmatic AI...
2022-01-19
30 min
52 Weeks of Cloud
52 Weeks of AWS Episode 5: Cloud Practitioner Part3 + Network and Content Delivery, Compute Storage"
### Episode 5: AWS CP Part 3* Writing a AWS S3 Bucket Lister application in Visual Studio 2022* AWS CP Part 3: Network and Content Delivery, Compute StorageIf you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp...
2022-01-04
1h 02
52 Weeks of Cloud
52 Weeks of AWS: Episode 4: AWS Cloud Practitioner Part 2
Episode 4: AWS CP Part 2Benchmarking: https://github.com/noahgift/benchmarking-awsHistory of AWS (AWS Shareholder Letter 2020): https://www.aboutamazon.com/news/company-news/2020-letter-to-shareholdersVisual Studio AWS ToolGithub Codespaces vscode tutorial: https://github.com/noahgift/DotNet-AWS/blob/main/chapters/appendix/AppendixB-CSharp-Tutorial.mdAWS CP Part 2If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon...
2021-12-28
47 min
52 Weeks of Cloud
52 Weeks of AWS: Episode 3: AWS Cloud Practitioner Part 1
If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/Pragmatic AI...
2021-12-21
44 min
52 Weeks of Cloud
52 Weeks of AWS: Episode 2: Reinvent 2021 and Getting Started with AWS
Part 1: Cover Reinvent 2021 announcementsPart2: Talk about getting started:AWS Free TierAWS Academy (for students)AWS Sagemaker Studio LabPart 3: Cloud development environmentsAWS Cloudshell Can run Bash, ZSH or PowershellAWS Cloud9 Supports many languages including Python and C#Notes on Episode 2If you enjoyed this video, here are additional resources to look at:Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scalePython, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-dukeO'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017
2021-12-14
29 min