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52 Weeks of Cloud

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

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 Comple...

Oct 15, 20221 hr 9 minEp. 43

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-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 Complex...

Oct 11, 202254 minEp. 42

52-weeks-aws-certified-developer-lambda-serverless

[00:00.000 --> 00:04.560] All right, so I'm here with 52 weeks of AWS [00:04.560 --> 00:07.920] and still continuing to do developer certification. [00:07.920 --> 00:11.280] I'm gonna go ahead and share my screen here. [00:13.720 --> 00:18.720] All right, so we are on Lambda, one of my favorite topics. [00:19.200 --> 00:20.800] Let's get right into it [00:20.800 --> 00:24.040] and talk about how to develop event-driven solutions [00:24.040 --> 00:25.560] with AWS Lambda. [00...

Sep 29, 202225 minEp. 41

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-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 Complex...

Sep 23, 202256 minEp. 40

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-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 Complex...

Sep 22, 202219 minEp. 39

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-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 Complex...

Sep 13, 202220 minEp. 38

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-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 Complex...

Sep 09, 20221 hr 17 minEp. 37

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-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 Complex...

Sep 07, 202227 minEp. 36

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-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 Complex...

Aug 30, 202224 minEp. 35

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-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 Complex...

Aug 23, 202215 minEp. 34

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.c...

Aug 23, 20221 hr 5 minEp. 33

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 - �...

Aug 19, 20221 hr 17 minEp. 32

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: - 💼 Produc...

Aug 12, 202231 minEp. 31

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...

Aug 09, 202225 minEp. 30

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...

Aug 09, 202228 minEp. 29

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-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 Complex...

Jun 23, 202235 minEp. 28

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-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 Complex...

Jun 22, 202251 minEp. 27

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-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 Complex...

Jun 18, 202228 minEp. 26

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-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 Complex...

Jun 09, 202230 minEp. 25

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-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 Complex...

Jun 09, 202216 minEp. 24

52 Weeks of AWS Episode 23: Bridging to Solutions Architect Certification

Learn to prepare for the AWS Solutions Architect Exam 00:00 Intro 01:47 Domain 1: Design Resilient Architectures 02:32 Domain 2: Design High-Performance Architectures 03:17 Domain 3: Design Scalable Architectures and Architectures 03:33 Domain 4: Design Cost-Optimized Architectures 04:40 Exam Guide Walkthrough 09:25 Whitepapers and why they are important 10:29 Well-Architected Framework 11:08 AWS FAQ 14:30 AWS Quick Starts If you enjoyed this video, here are additional resources to look at: Cour...

May 29, 202218 minEp. 23

52 weeks AWS: Episode 22 Solutions Architect: Planning for Disaster

Episode 22 covers the preparing for Disasters. 00:00 Intro 02:37 Planning for failures 03:34 Avoiding and planning for disasters 05:37 Using the Well-Architected Framework design principles 05:51 Recovery Point objectives (RPO) 06:34 Recovery time objective (RTO) 07:12 Plan for disaster recovery 08:03 Storage and backup building blocks 09:50 S3 Cross-Region replication 10:41 EBS volume snapshots 11:41 File system replication 12:50 Compute Capacity recovery 13:44 Strategies for disaster recovery ...

May 22, 202226 minEp. 22

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-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 Complex...

May 13, 202229 minEp. 21

52 weeks AWS: Episode 20 Solutions Architect: Decouple

00:00 Intro 04:00 Forms of decoupling 07:00 SQS 12:00 SQS Use Cases 19:27 SNS 23:21 SNS vs SQS 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 Certif...

May 06, 202227 minEp. 20

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-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/...

Apr 14, 202225 minEp. 19

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-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/d...

Apr 05, 202219 minEp. 18

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-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/...

Mar 17, 202225 minEp. 17

52 Weeks of AWS Episode 16: Securing Users for Solutions Architect

Alright, so I'm live here 52 weeks of AWS, continuing to cover the solutions architect certification material. And today I'm going to talk about securing user and application access. Probably one of the most timely topics that we can discuss for cloud computing, there is a lot of increased risk of cybersecurity threats in in the world right now. And there's conflicts that could potentially make your organization really need to care a bit more about cybersecurity. And so this is a great topic for...

Mar 10, 202226 minEp. 16

52 Weeks of AWS Episode 15 (13-B): Connecting Networks for Solutions Architect

Learn to connect networks on AWS 00:00 Intro 01:24 Module Overview 03:19 Connecting multiple VPNs 05:09 AWS Direct Connect 08:58 Connecting VPCs 11:03 VPC Peering 14:08 Transit Gateway 22:56 Module Wrap-up Okay, 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 ...

Mar 04, 202226 minEp. 15

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-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/...

Feb 23, 202214 minEp. 14
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