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Deploy a model for LEGO sets with Docker 

Julia Silge
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28 авг 2024

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Комментарии : 19   
@asolisca
@asolisca 2 года назад
I have been waiting so long for this video! Finally a step-by-step guide on how to deploy a model using Docker!! Amazing video Julia, many thanks!
@zegpi1821
@zegpi1821 Год назад
We are all waiting for your "tidymodels deployment: shiny containers with r" book
@federicagazzelloni
@federicagazzelloni Год назад
Thanks Julia! It was illuminating, as always.
@angvl8793
@angvl8793 Год назад
Thank you very much Julia!!!!
@mkklindhardt
@mkklindhardt 2 года назад
Once again. Thank you 🙏🏾
@avnavcgm
@avnavcgm 2 года назад
Amazing video Julia, thank you. Would this be the best current workflow to use when your boss does that dreaded 'yeah...nice model, can you build this as a microservice and let software engineering know?'
@JuliaSilge
@JuliaSilge 2 года назад
Yep! Depending of course on what your software engineering colleagues need from you. But typically this would fit most organizations needs.
@azizshaikh5068
@azizshaikh5068 Год назад
Hi Julia, can you tell me what specialization are there for a data scientist? For example your work is more in natural language processing and text analysis if I am not mistaken. So what are the other fields or topic. Also really appreciate you for such great informative videos on R and data science ❤️
@tarasst6887
@tarasst6887 11 месяцев назад
🎉🎉🎉
@christospapadopoulos7704
@christospapadopoulos7704 Год назад
I'd appreciate any help please. I build the docker file succesfully but when I try to run it I get this: Any thoughts?
@JuliaSilge
@JuliaSilge Год назад
It's tough to debug problems like this via RU-vid comments. I suggest that you put together a reprex demonstrating your problem: www.tidyverse.org/help/ And then post on RStudio Community: community.rstudio.com/
@mohamedhany2513
@mohamedhany2513 6 месяцев назад
could you make a video explaining how to deploy a model with shiny
@JuliaSilge
@JuliaSilge 6 месяцев назад
You may find this demo from Posit Solutions Engineering helpful: solutions.posit.co/gallery/bike_predict/
@CaribouDataScience
@CaribouDataScience 2 года назад
Thanks, very interesting?
@hesamseraj
@hesamseraj Год назад
Hello again, thank you for the great video. I have the following error: board rlang::last_error() Error in `check_auth()`: ! auth = `auto` has failed to find a way to authenticate: * `server` and `key` not provided for `auth = 'manual'` * Can't find CONNECT_SERVER and CONNECT_API_KEY envvars for `auth = 'envvar'` * Can't find any rsconnect::accounts() for `auth = 'rsconnect'` --- Backtrace: 1. pins::board_rsconnect() 2. pins:::rsc_server(auth, server, account, key) 3. pins:::check_auth(auth, server, key) Run `rlang::last_trace()` to see the full context. >
@hesamseraj
@hesamseraj Год назад
I guess I need to have some sort of account, key and a connection to a server?
@JuliaSilge
@JuliaSilge Год назад
@@hesamseraj Yes, you can read more about RStudio Connect here: www.rstudio.com/products/connect/ If you don't use Connect at your place of work, you could try out using `board_local()` instead and putting the model somewhere on your computer locally: pins.rstudio.com/reference/board_folder.html
@hesamseraj
@hesamseraj Год назад
@@JuliaSilge Solved thank you very much. I am not a professional; this is self-learning.
@tempmail5660
@tempmail5660 2 года назад
Thanks for the video I thought you left #tidytuesday as well, as you have shifted to MLOPs.
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