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#pshsummit — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #pshsummit, aggregated by home.social.

  1. Frank Lesniak @[email protected] ·

    This week, while at #PSHSummit25, I worked on AutoCategorizerPS. This #PowerShell #datascience tool automatically categorizes text data when you do not know the categories/labels that best characterize the data. Link: github.com/franklesniak/AutoCa #PSHSummit

    Use cases: survey analysis, service desk ticket analysis, product review analysis, etc. If this sounds useful to you, check out the talk I gave with Danny Stutz from last year: youtu.be/Z08QCs_y1BU?si=6HRnOY

    (If you're wondering, I improved #AzureOpenAI support (now "production ready") and enhanced one of the scripts to support the latest #OpenAI models.)

    #pshsummit25 #powershell #datascience #pshsummit #azureopenai #openai
  2. Frank Lesniak @[email protected] ·

    I received a lot of positive feedback about Danny Stutz and my talk at #PSHSummit25 about our experience building an internal #PowerShell and #Toolmaking community at West Monroe.

    I was shocked by how many hands were raised with questions at the end of our talk! We were tight on time, so if we didn't get to you, find us in the hallway, at a meal, or in the hotel lobby, and we can chat some more!

    #PSHSummit #Toolmakers #automation #leadership #community

    #pshsummit25 #powershell #toolmaking #pshsummit #toolmakers #automation
  3. Frank Lesniak @[email protected] ·

    My #PowerShell Summit talk with Danny Stutz is live. What's cool about our talk is that it's the first time PowerShell has been used for #datascience - at least as far as my research has shown! We analyze free text data in a zero-shot (untrained) way using #OpenAI embeddings and K-means clustering. If you don't know what that means, don't worry - we didn't either 😂 (we're not data scientists!). But we did a decent job explaining it, and the demo gods were with us that day!

    youtu.be/XJXtxXtMIbE?si=JuuvTU

    If you're a PowerShell enthusiast, we also have many "goodies" in our code, such as wrapper functions to make installing and using #NuGet packages easier or automatically handling retries to hashtag#API calls. Check it out: github.com/franklesniak/AutoCa.

    If you give the talk a watch or check out our code, let us know your thoughts in the comments.

    #PSHSummit #dataclassification #datainsights #dotnet

    #powershell #datascience #openai #nuget #pshsummit #dataclassification