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Tremendously passionate about robust implementations, that are thoroughly documented, and…
Articles by Alfredo
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I just completed the MLOps Specialization offered by Duke University, taught by instructors Noah Gift and Alfredo Deza. The courses are pretty good…
I just completed the MLOps Specialization offered by Duke University, taught by instructors Noah Gift and Alfredo Deza. The courses are pretty good…
Liked by Alfredo Deza
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My raw thoughts on 2030. I think the internet as we know it is dead, completely destroyed by tech bro culture and exploitation. There is the…
My raw thoughts on 2030. I think the internet as we know it is dead, completely destroyed by tech bro culture and exploitation. There is the…
Liked by Alfredo Deza
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After Google, now also Microsoft decided to donate and directly support the Rust Programming Language and the Rust Foundation I think this is great…
After Google, now also Microsoft decided to donate and directly support the Rust Programming Language and the Rust Foundation I think this is great…
Liked by Alfredo Deza
Experience
Volunteer Experience
Publications
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Practical MLOps
O'Reilly
Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine learning models.
Current and aspiring machine learning engineers--or anyone familiar with data science and Python--will build a foundation in…Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine learning models.
Current and aspiring machine learning engineers--or anyone familiar with data science and Python--will build a foundation in MLOps tools and methods (along with AutoML and monitoring and logging), then learn how to implement them in AWS, Microsoft Azure, and Google Cloud. The faster you deliver a machine learning system that works, the faster you can focus on the business problems you're trying to crack. This book gives you a head start. -
Operationalizing Machine Learning with Azure
Udacity
In this program, students will enhance their skills by building and deploying sophisticated machine learning solutions using popular open source tools and frameworks, and gain practical experience running complex machine learning tasks using the built-in Azure labs accessible inside the Udacity classroom.
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Jenkins For DevOps
Pearson
Cloud technology advancement has changed the face of the tech world, with more emphasis on continuous integration and delivery. Learn how to deploy, configure, and take advantage of Jenkins for Continuous Integration and Continuous Delivery (CI/CD) and pipeline-like workflows.
This LiveLesson walks you through the industry standard best practices of deploying Jenkins in a continuous testing environment. Learn to create fully functional Jenkins servers based on Infrastructure as Code…Cloud technology advancement has changed the face of the tech world, with more emphasis on continuous integration and delivery. Learn how to deploy, configure, and take advantage of Jenkins for Continuous Integration and Continuous Delivery (CI/CD) and pipeline-like workflows.
This LiveLesson walks you through the industry standard best practices of deploying Jenkins in a continuous testing environment. Learn to create fully functional Jenkins servers based on Infrastructure as Code (IaC) as well as deploy Jenkins in both AWS and Google Cloud. Learn the advanced features of Jenkins, including the Jenkins Job Builder. Finally, learn several real-world Jenkins deployment case studies. -
Python For DevOps
O'Reilly
Much has changed in technology over the past decade. Data is hot, the cloud is ubiquitous, and many organizations need some form of automation. Throughout these transformations, Python has become one of the most popular languages in the world. This practical resource shows you how to use Python for everyday Linux systems administration tasks with today’s most useful DevOps tools, including Docker, Kubernetes, and Terraform.
Learning how to interact and automate with Linux is essential…Much has changed in technology over the past decade. Data is hot, the cloud is ubiquitous, and many organizations need some form of automation. Throughout these transformations, Python has become one of the most popular languages in the world. This practical resource shows you how to use Python for everyday Linux systems administration tasks with today’s most useful DevOps tools, including Docker, Kubernetes, and Terraform.
Learning how to interact and automate with Linux is essential for millions of professionals. Python makes it much easier. With this book, you’ll learn how to develop software and solve problems using containers, as well as how to monitor, instrument, load-test, and operationalize your software. Looking for effective ways to "get stuff done" in Python? This is your guide. -
Big, fast, and stable storage on a budget
IBM DeveloperWorks
Unfortunately, this article is no longer available. It went over the specifics to creating a large storage server using ZFS
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Firewall uptime and security with iptables
IBM DeveloperWorks
Set up and maintain a Linux firewall with this effective application
Languages
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English
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Quieres aprender como desarollar Python Web Apps? Ven a nuestra serie en Julio, con Víctor Hugo Vazquez B. y amigos. Es virtual y gratis! Flask…
Quieres aprender como desarollar Python Web Apps? Ven a nuestra serie en Julio, con Víctor Hugo Vazquez B. y amigos. Es virtual y gratis! Flask…
Liked by Alfredo Deza
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LinkedIn, you did it again. I'm a company owner, and when I have a tough decision, I ask my followers. Two weeks ago, our Copilot 365 e-learning…
LinkedIn, you did it again. I'm a company owner, and when I have a tough decision, I ask my followers. Two weeks ago, our Copilot 365 e-learning…
Liked by Alfredo Deza
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Today, we containerize a rust transformer wrapped around an actix framework for inference tasks. Inference times were long. Also, it hallucinated…
Today, we containerize a rust transformer wrapped around an actix framework for inference tasks. Inference times were long. Also, it hallucinated…
Liked by Alfredo Deza
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Great example of content too relevant to be produced at the speed of the #university since they don't use #kaizen or #lean 🚀 Unlock the Power of…
Great example of content too relevant to be produced at the speed of the #university since they don't use #kaizen or #lean 🚀 Unlock the Power of…
Liked by Alfredo Deza
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Super excited about Pragmatic AI Labs content in the next several weeks. Why? We teach skills that YOU CANNOT LEARN AT A UNIVERSITY!!!! There is a…
Super excited about Pragmatic AI Labs content in the next several weeks. Why? We teach skills that YOU CANNOT LEARN AT A UNIVERSITY!!!! There is a…
Liked by Alfredo Deza
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A couple of weeks ago I talked about #Python , web applications, testing, and improving yourself! Learning never stops!
A couple of weeks ago I talked about #Python , web applications, testing, and improving yourself! Learning never stops!
Shared by Alfredo Deza
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Python 🐍 is 🔥. You can learn more about Python, how it works, and why it’s so popular from our special guest Alfredo Deza - Author, Cloud Advocate…
Python 🐍 is 🔥. You can learn more about Python, how it works, and why it’s so popular from our special guest Alfredo Deza - Author, Cloud Advocate…
Liked by Alfredo Deza
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Today, I make a palindrome checker command line tool in rust. Palindromes have captivated and amused people for generations. I doubt that's going to…
Today, I make a palindrome checker command line tool in rust. Palindromes have captivated and amused people for generations. I doubt that's going to…
Liked by Alfredo Deza
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Direct to student education is going to be very, very big. Why? Management by definition cannot teach, i.e. do things, they "manage". As…
Direct to student education is going to be very, very big. Why? Management by definition cannot teach, i.e. do things, they "manage". As…
Liked by Alfredo Deza
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Really excited about a new #edx program I am putting the final touches on. Will cover every major cloud and include new never before released deep…
Really excited about a new #edx program I am putting the final touches on. Will cover every major cloud and include new never before released deep…
Liked by Alfredo Deza
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When I was 18 I started my first community called Linux UK...but it had a dirty little secret... ...I built it in Microsoft Frontpage 2000. I…
When I was 18 I started my first community called Linux UK...but it had a dirty little secret... ...I built it in Microsoft Frontpage 2000. I…
Liked by Alfredo Deza
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