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  1. MLOps is made so much easier with @Posit's open source tools, but if you're like me, you need these deployments to be in "the cloud"☁️. In part 2 of an series, I deploy a model API to Azure with docker using , and .

    jameshwade.com/posts/2022-01-2

  2. MLOps doesn't have to be overwhelming! I've been exploring how easy it is to deploy models using , , and . This post is a sort of "whole game" for MLOps. A few lines of code take you from a model to a deployed API!

    Thanks to @juliasilge and the entire MLOps team @Posit for making this so easy to do!

    jameshwade.com/posts/2022-12-2

    Feedback very welcome! Any interest in a thread with more details?

  3. 🧑‍💻 New video! Walk through the "whole game" of with :

    👀 Data prep with
    🧠 Model training & eval with
    ✅ Deployment with in 🐳 on @huggingface 🤗
    📌 Monitoring with

    🎥: youtu.be/J32pRt1nuoY

  4. 🧑‍💻 New video! Walk through the "whole game" of #MLOps with #rstats:

    👀 Data prep with #tidyverse
    🧠 Model training & eval with #tidymodels
    ✅ Deployment with #vetiver in #Docker 🐳 on @huggingface 🤗
    📌 Monitoring with #pins

    🎥: youtu.be/J32pRt1nuoY

  5. 🧑‍💻 New video! Walk through the "whole game" of #MLOps with #rstats:

    👀 Data prep with #tidyverse
    🧠 Model training & eval with #tidymodels
    ✅ Deployment with #vetiver in #Docker 🐳 on @huggingface 🤗
    📌 Monitoring with #pins

    🎥: youtu.be/J32pRt1nuoY

  6. 🧑‍💻 New video! Walk through the "whole game" of #MLOps with #rstats:

    👀 Data prep with #tidyverse
    🧠 Model training & eval with #tidymodels
    ✅ Deployment with #vetiver in #Docker 🐳 on @huggingface 🤗
    📌 Monitoring with #pins

    🎥: youtu.be/J32pRt1nuoY

  7. 🧑‍💻 New video! Walk through the "whole game" of #MLOps with #rstats:

    👀 Data prep with #tidyverse
    🧠 Model training & eval with #tidymodels
    ✅ Deployment with #vetiver in #Docker 🐳 on @huggingface 🤗
    📌 Monitoring with #pins

    🎥: youtu.be/J32pRt1nuoY