![Alfredo Deza](/img/default-banner.jpg)
- Видео 58
- Просмотров 117 054
Alfredo Deza
Добавлен 4 окт 2011
Distroless containers with Rust
Learn how to build a distroless container with #Rust to have a lightweight container that you can deploy anywhere using #Docker
Просмотров: 288
Видео
AI-900 Get started with AI
Просмотров 22510 месяцев назад
Pass the Azure AI Fundamentals certification with this introduction to AI on only the facts. Want to know more about the Microsoft certification? Use my study notes → github.com/alfredodeza/ai-fundamentals
Setting up your Rust development environment
Просмотров 779Год назад
Install Rust and Use Visual Studio Code, GitHub Copilot and other extensions to start developing Rust applications. Resources: Visual Studio Code 👉🏽 code.visualstudio.com/?WT.mc_id=academic-0000-alfredodeza Copilot Free for Students 👉🏽 techcommunity.microsoft.com/t5/educator-developer-blog/step-by-step-setting-up-github-student-and-github-copilot-as-an/ba-p/3736279?WT.mc_id=academic-0000-alfred...
Deploy Rust on Azure Functions
Просмотров 875Год назад
This long-form video will demonstrate everything you need to know to deploy #rust with #azure functions. There are several caveats and workarounds involved in getting this deployed. This video will cover #GitHub Actions for automation and will not show you how to use Visual Studio Code. Repository with example code: github.com/alfredodeza/rust-azure-function
Introduction to Azure AutoML using regression
Просмотров 14 тыс.Год назад
This introductory lesson will walk you through everything you need to know to quickly get started with #Azure ML Studio using AutoML. After creating the necessary resources, you'll walk through the steps needed to create a regression job using a dataset. Next you'll create a compute cluster and review the different options available and finally, you'll analyze the results after the best model i...
How to deploy PostgreSQL on Azure
Просмотров 18 тыс.Год назад
Find how to create and deploy a #PostgreSQL database on #Azure including potential problems to connect to it from remote hosts. This video will go through firewall settings, connection strings, and utilities to connect and create databases in the server. Resources AZ-900 Certification → learn.microsoft.com/certifications/exams/az-900?WT.mc_id=academic-0000-alfredodeza
Create Azure Functions with Flask and automation
Просмотров 4,6 тыс.Год назад
Find out how to get #Python Flask running with #Azure Functions and deploy it with Visual Studio Code. Then take it to the pro-level with GitHub Actions automation! ▬▬ 🔗 R E S O U R C E S ▬▬ Example repository → github.com/alfredodeza/vscode-dev-button Flask on Azure docs → learn.microsoft.com/samples/azure-samples/flask-app-on-azure-functions/azure-functions-python-create-flask-app/?WT.mc_id=a...
Azure Functions for the AZ-900 certification
Просмотров 197Год назад
Learn the specifics about Azure Functions and why and how they are different from Logic Apps. A key question in the AZ-900 Azure Fundamentals certification. ▬▬🥇 Learn Objectives ▬▬ 🚀 Prepare for the Azure Compute section in AZ-900 🚀 Learn key differences with other Azure compute ▬▬ 🔗 R E S O U R C E S ▬▬ Free Azure Certification for students → learn.microsoft.com/certifications/student-training...
MLOps packaging: HuggingFace and GitHub Container Registry
Просмотров 317Год назад
Learn how to package a #HuggingFace GPT2 model using automation with #MLOps and pushing the result to GitHub Container Registry. With just a little bit of #Python and #FastAPI you can have a powerful text generation API that is self-documented! ▬▬🥇 Learn Objectives ▬▬ 🚀 Create a FastAPI application with HuggingFace 🚀 Interact with the model with HTTP from a container using FastAPI 🚀 Containeriz...
Ultimate development environment with VSCode web and Codespaces
Просмотров 226Год назад
Find out different ways you can use #VSCode for development: on the web, with Codespaces or locally with configurable #docker containers I'll cover what makes each one different and when you might want to use one vs. the other. From quick edits on GitHub to a more powerful machine backed by a remote compute using Codespaces, it is all about flexibility! Use the chapters if you are interested in...
MLOps deployment to Azure Container Apps
Просмотров 521Год назад
Learn how to deploy a Machine Learning model with FastAPI and deploy it to #Azure Container Apps with GitHub Actions from the GitHub container registry. This lesson (and repository) uses #MLOps strategies and gives you a good starting point with a Dockerfile, GitHub Actions workflow, and Python code that already works for generating text using GPT-2 with HuggingFace Transformers. ▬▬🥇 Learn Obje...
MLOps packaging: HuggingFace and Azure Container Registry
Просмотров 598Год назад
Learn how to package a HuggingFace GPT2 model using automation with #MLOps and pushing the result to Azure Container Registry. With just a little bit of #Python and #FastAPI you can have a powerful text generation API that is self-documented! ▬▬🥇 Learn Objectives ▬▬ 🚀 Create a FastAPI application with HuggingFace 🚀 Interact with the model with HTTP from a container using FastAPI 🚀 Containerize ...
MLOps packaging: HuggingFace and Docker Hub
Просмотров 838Год назад
Learn how to package a HuggingFace GPT2 model using automation with #MLOps and pushing the result to Docker Hub. With just a little bit of #Python and #FastAPI you can have a powerful text generation API that is self-documented! ▬▬🥇 Learn Objectives ▬▬ 🚀 Create a FastAPI application with HuggingFace 🚀 Interact with the model with HTTP from a container using FastAPI 🚀 Containerize the applicatio...
GitHub Codespaces with custom dotfiles
Просмотров 402Год назад
Customize any GitHub Codespace you create or use by automatically getting your dotfiles in there with no effort! You only need a GitHub repository that contains your dotfiles to get this feature enabled in any Codespace you work on ▬▬🥇 Learn Objectives ▬▬ 🚀 Configure a GitHub Codespace with dotfiles 🚀 Create a repository with your own dotfiles 🚀 Additional features you can try with dotfiles in ...
Azure Databricks with Pandas and Open Datasets
Просмотров 6202 года назад
Azure Databricks with Pandas and Open Datasets
Python project structure for Azure web apps
Просмотров 1342 года назад
Python project structure for Azure web apps
Azure web app deployment architectural diagram
Просмотров 4582 года назад
Azure web app deployment architectural diagram
SQL for CSV datasets using Databricks
Просмотров 2352 года назад
SQL for CSV datasets using Databricks
thanks a lot for this video
But you alsways have to make an priate access connection
Never knew you were an athlete before an engineer
Your voice is in in my left ear; coudn't stand it. Place for improvement!
Hi Alfredo. Thank you for the video and your perferct explanations. It would be very interesting to see how to use the now trained model with new datas and to get the results with this new input datas. For example via web interface or new asset data import. Can you show this too?
Thank you for this content.
Getting the error when click on stream logs in vs code "You must configure Application Insights to stream logs on Linux Function Apps." my host.js file |{ "version": "2.0", "logging": { "applicationInsights": { "samplingSettings": { "isEnabled": true, "excludedTypes": "Request" } } }, "extensions": { "http": { "routePrefix": "" } }, "extensionBundle": { "id": "Microsoft.Azure.Functions.ExtensionBundle", "version": "[3.*, 4.0.0)" } }
Nice
Building wheel for grpcio (setup.py): finished with status 'error'
Thank you for showing me the 'view generated code ' option.
Glad it helped
Thanks for the video, i was trying with just clientid,tenantid,subscriptionid and secret and that did not worked. tried with the way you have generated and that resolved. its helpful
Hey thank you for the video really informative, Can you state from your past experience what could be the usecase for having a flask inside a az function ? what's the utility of it ?maybe some practical examples would help me understand why would we do it ? Thanks again !
Hello, thank you for the video. Did you have to install some form of python interpreter to github somehow? Like a virtual environment with the interpreter? Also, can you run more complicated scripts where you import libraries and plot figures etc?
You need yo use the Python action that sets it up for you. Use the example repo as a reference
@Alfredo Deza sorry, which example repo ? So you can run scripts that plot data?
Look in the resources in the description of the video. It is all there :)
Thank you!
Thank you
Cool!
The flexible development server seemed much more cost effective which was only $16 per month (estimated).
use digitral ocean, azure is not designed for noobs to test their projects, use netfliy or again digitalocean if you want cheaper option.
@@RogueixpresentsNonsenses. Digital ocean also changes 16 Dollar per month for a db
Thanks so helpful
Thank you for sharing this detailed tutorial. Side question: What software do use for the disappearing annotations?
With appreciation of intent. Maybe you should think of doing that video. Describe the goals, build a logical chain like: This is what we have -> This is what we are trying to achieve. Feels like bunch of information that has scenario. Plugins, By th way Python environment and yes here we do something. So confusing.
Hi Alfredo ,I want to expose my Azure function endpoint to receive webhook requests. I wish to authenticate the incoming requests to the end point . I think this can be done using the authentication modules in flask?
Great question! You can definitely use Flask authentication modules. There are several ways you can do this. The simplest one would be to setup up a key-based authentication and let the function know with an environment variable. Have you read through this guide? learn.microsoft.com/azure/azure-functions/security-concepts?tabs=v4&WT.mc_id=academic-0000-alfredodeza
How to connect PostgreSQL server to azure synapsys.
How to modify variable after every run?
Can you give me an example so I understand better what is needed? Perhaps you need inputs as variables which are set by you and can fallback with a default?
I came here for the course of learning python for beginners, I really don't know anything and you put advanced things for me like the kernel, the github thing, I got lost in that part, I use windwos
Sometimes its hard to find the perfect starting point for beginners. If you don't know what Git or GitHub is, I recommend going through this easy module learn.microsoft.com/training/modules/introduction-to-github/?WT.mc_id=academic-0000-alfredodeza
@@alfredodeza1 thank you so much
Asante sana
Where could I post my doubts about the assigments? in the coursera there is nota forum section nor in the github.
Post is as an issue in the GitHub repository. Happy to answer your questions there
Thanks please also make video of how to auto backup this database
sub =666 + me =667😀
Das ist Gut.
If you are using a Windows computer and you want to follow the recommendations in this video, then use WSL (Windows Subsystem for Linux) learn.microsoft.com/windows/wsl/install?WT.mc_id=academic-0000-alfredodeza
i think you can create a new video regarding the conda setup for M1 and M2 users
lost me with the Ummmm 32 repeater.
If you work for Microsoft, why do you use Apple instead of Windows if you are showing or trying to teach others something? This is incomprehensible to me. Windows behaves differently in different conditions... really strange video and it seems unprepared... I wasted a lot of time just trying to set up basic things.
You are right that Windows can be very different. I suggest you install Windows WLS (Windows Linux Subsystem) to have an almost identical experience.
@@alfredodeza1 thank you for advice but I sugest You to make this course in Windows OS.
Thank you for the clear tutorial. I have a question, how do you run a function 100 times or until a find doesn't find a char anymore?
Sounds like you are looking to implement a "while loop"? Meaning, "while find keeps finding a char or count is less than 100 keep running"
@@alfredodeza1 okay, I was hoping for like a macro typing 100 then a command, but maybe this isn't possible in this case.
@@12kenbutsuri oh I see what you mean, yes, you could do this with a macro no problem. You would need to create your macro, but conditions in a macro is something I haven't done before. Might as well write a small function with the `while` statement as I mentioned before
@@alfredodeza1 okay, thank you!
although if need help getting imports do %localappdata% go to programs/pythonscripts copy directory go to terminal put cd directory then python pip -m install import
this took me three hours cuz on windows man wtf
you use apple and work for mircosoft ?
Perfect!
Hey I got error. It failed. Can you help?
Thank you. Your video helped me.
At 15.09 why not assume the 'beginner' has not been working at a terminal and has not done a git clone?
Always hard to find the right spot to get it right for most. You can be a beginner in ML but not in technology (or using the terminal) for example
@@alfredodeza1 Thanks so much for the put down! Most helpful and encouraging.
I love how the video is straight to the point and easy to follow!
Thank you! That was very useful for my project
Microsoft sent me here.
Thanks for sharing, Alfredo!
😱 𝖕𝖗𝖔𝖒𝖔𝖘𝖒
Very helpful, Thank You 🙂
This is an excellent example for deploying to hugging face models. Thank you for making such great content. And I also love your books on MLOps. Great for in-depth intuitions.
Thank you for supporting my work!
the worst way to explain to a beginner
It is hard to find the right balance to create something useful and not overwhelm a beginner and not bore someone that already knows a little bit. Is there anything specific you thought was difficult? I can share some resources if you can expand what was not right for you
al final fue solo un chispaso ese campeonato mundial de ahi se desvanecio y quedo en el olvido .
how to install pip I found one I don't understand (ModuleNotFoundError: No module named 'dotenv'), can you help me?
You are trying to install dependencies with pip in a GitHub Action? Then you need the "actions/setup-python@v3" action. That will ensure you are all setup with pip included