Showing posts with label MLOps. Show all posts
Showing posts with label MLOps. Show all posts

Monday, May 1, 2023

Tales From The Field Weekly Wrap Up for the Week of 04-24-2023 Steve Martin, Martin Short, & Tacos

 Hello Dear Reader!  I've realized something writting this blog.  I don't like to sit still.  It is very rare that I have a down weekend, and this weekend was no different.  My amazing wife did something really cool for me for Christmas.

You see I'm hard to shop for, or at least that's what I've been told.  I don't mean to be, but I am.  My birthday is in January.  When I was a kid you got presents on your bithrday and on Christmas.  Even though they are in different years, mine are so close together that for 10 months of the year there is nadda, then 2 months PRESENTS!

So with that in mind, if I want something I tend to buy it.  At this point in my adult life I'm just used to
that.  So Sue came up with something cool.  I love giving people experiences be it with food, giving advice or tips on Orlando, Disney, or Universal Studios or even when peoplke come over playing bartender, setting up events with friends (see last week).

Sue got me experiences, and what a time we've had.  That included this Saturday seeing Steve Martin & Martin Short live.  I was laughing so hard throughout the event, but it wasn't just comedy.  They are story tellers, showmen, and presetors. I couldn't help of people I know like Buck Woody (@Twitter | @BuckWoodyMSFT ), Patrick LeBlanc (Twitter | @PatrickDBA), or so many other amazing people in our community.  

The timing and the comfort of doing a show with someone you know well.  That made me think of Josh Ludeman (Twitter | @JoshLuedeman).  There is no one in this world that I've presented with as much as
Josh.  As I enjoyed the banter back and forth you could see the comfort that comes from time and practice.

It was a great time and a great day.  On Sunday we had that unusual down day.  I did some work in the office, getting ready for our soon to be move, and when it came to dinner I wanted out of the house. I snapped a picture while we were out at bartaco.  It has be come more and more rare to have all five of us at dinner together.  Looking at the picture afterwards I realized something importiant.  Serenity is now at the teenage point of making goofy faces in every family photo.

....it'll be a long two years, but I have plenty of her brother's from that period in time.  As the youngest this is the last time I'll have to go through this.  That acknowledgement came with a bittersweet feeling.

All right enough about the weekend, let's get to the round up!


MONDAY 4-24-2023

On Monday Daniel Taylor (Twitter | @DBABulldog) dropped his first video on the channel.  Congratulations Dan!  He had a really great point of view, working with a customer he needed to solve the problem of teaching them how to backup SQL Server via URL.  The twist is the DBA's do not have rights to get SAS tokens, and so he had to teach the Azure Admins how to do that portion. 


 Dan walks through both tasks in this video to break down Backup to URL Seperation of duties.

WEDNESDAY 4-26-2023

On Wednesday I went in a different direction.  I had read a blog recently on how to pass a data frame to an Azure OpenAI model so you could ask questions about the data frame.  We had featured it in our Azure Data Community Round Table two weeks ago.  The blog was Make data more human with Azure OpenAI and Azure SQL by Valentina Alto (Twitter | @AltoValentina)


In this video Use OpenAI, SQL Managed Instance, Python, and VSCode to UNLOCK INSIGHTS About YOUR Data!!!, I walked through how to make this work using a data fram from a Domestic Box Office movie data table I had in a database. This was a lot of fun to walk through and the reception to this video has been really nice.


TUESDAY 4-252023

Of courese on Tuesday we had our Azure Data Community Round Table where we feature your content and it is always the star of the show. 


Here is the content coverd on the show in order of appearance:


Dan

One Way to Provision an Azure Key Vault by Andy Leonard Twitter @AndyLeonard

Bradley

Moving the SSISDB Catalog on a new SQL Server instance by Rajendra Gupta via SQLShack Twitter    @rajendragupta16 via @SQLShack

Andres

Analysing Data with ChatGPT (Data Analysis and ML )  by Jesiel (JCharis) Emmanuel Agbemabiase  Twitter @JCharisTech

Josh

Use ChatGPT to see multiple perspectives. An example: ORMs and database code  by Kendra Little  Twitter @Kendra_Little

Dan

Troubleshooting Azure Data Studio by Deborah Melkin Twitter @dgmelkin

Andres

MLOps on Databricks: A How-To Guide  by Rafi Kurlansik Twitter @kurlare

Bradley

Data API builder – Introduction by Davide Mauri Twitter  @mauridb

Josh

How to use the new dynamic format strings for measures in Power BI  by Meagan Longoria Twitter @MMarie

Dan

PostgreSQL for the SQL Server DBA: The First Four Settings to Check  by Ryan Booz Twitter @ryanbooz

Bradley

ChatGPT blew my mind with this Power BI scenario by Adam Saxton via Guy in a Cube Twitter  @awsaxton & @patrickdba via @GuyinaCube w @StephTBruno @shan_gsd

Call back to Power BI datasets CI/CD (the easy-ish way)  by @StephTBruno & @shan_gsd

Andres

AutoML Comparison in Databricks VS Azure Machine Learning by Mohammadsaleh Gharehdaghi Twitter @MG_cafe01

Josh

The Top 10 Features of PostgreSQL Every Developer Should Know by Ajay Patel Twitter @Bond_AJ


WRAP IT UP

Ok Dear Reader!  We have a BIG BIG WEEK!  Not only do we have a video by Josh Luedeman this Monday on how to Set up Windows with Chocolatey for Data Developers in SECONDS!! GIT, WSL 2, PowerShell! and another video by yours truly coming up on Wednesday, but this week is SQL SATURDAY JACKSONVILLE!!

On Friday Neeraj Jhaveri, Daniel Taylor, and myself will be teaching our DBA 101: A Full Day of Fundamentals, but Andres Padilla & Josh Luedeman will be presenting at the event as well.  The whole Tales from the Field crew is together live for the first time at a conference.

This is going to be a lot of fun.  We have 8 sessions on the agenda so come and attend, have a conversation with us, or grab a sticker while we have them!

We hope to see you in Jacksonville, but more than anything Dear Reader thank you for stopping by!

Thansk,


Brad




Monday, February 6, 2023

Tales From The Field Weekly Wrap Up for the Week of 01-31-2023

 Hello Dear Reader!  After a weekend with a lot of activities, it was a down week here at Casa Balls.  Woke up and walked a lot.  I'm still not back to running.  A groin pull is not something I've had a lot of experience with, yet it entered my life in December and I cannot wait for it to leave.

I miss running, last year I ran 755.1 kilometers.  Right now I can walk, as long as my pace is not too quick, and I can ride a bike.  The key is really to get out in the morning, take in some sunshine, and get the blood flowing.  

If I can do that I find that helps put me in the proper headspace to be productive during the day.  One of my favorite things as of late it take pictures.

In the morning I set out and take pictures as I walk around the neighborhood.  Even when I did "run", it was actually interval running.  The reason I note that is I tend to take pictures when I'm in the walking portion of my interval run.  With the exception of my phone, I do not carry a camera on me.  I still  manage to get some really great pictures of the day.  

So this weekend was a lot of walking, cooking, and hanging out.  I hope you had a great weekend, and made it out to enjoy some time outside or inside amongst family and friend. On to the re-cap!


Tuesday 1-31-2023

On Tuesday we had Andrew Nathan (Twitter | @AndrewNathan05) Principal Engineering Manager from the Azure FastTrack Core team was our special guest.  We discussed the Zero Trust Security imitative by Microsoft that all customers should consider when building their architecture.  We also discussed International Travel Tips ahead of SQLBits!  SQLBits is the largest Microsoft focused Data Community conference in Europe.  This year it is Hybrid which means Dear Reader, if you cannot make it in person you could still attend this fantastic conference.




We played our hosting show, I was the host this week!  Want to know who won?  Check out the video above to enjoy the show and find out!


Wednesday 2-1-2023

NEW THIS YEAR! We will be dropping weekly technical content every Wednesday, our MS Tech Bits.  This week it was my turn to produce a video.  I was working with a friend and they wanted to know how to troubleshoot deadlocks they were experiencing.  The first step in that process is understanding what is a deadlock and how to find them when they occur.  So I made this video How to Monitor Deadlocks in Azure SQL Managed Instance to help.


This is a fun little video where I walk you through the process.  Also there is a bit of an easter egg in this vide.  If the shirt I'm wearing on the video looks familiar that's because I wore this in another blog post, and it means a lot to me.

Thursday 2-2-2023

On Thursday we had our Community Round Table.  This is one of my favorite shows every week because we get to give a shout out to the great content producers in the community.  People writing blogs, producing videos, or even GitHub repositories that help people get things done.  It's just amazing.


Here's a list of the content featured on the Round Table in order of appearance:

Neeraj

International Travel Tips: 26 Things to Know Before Going Overseas by Clark Howard Twitter @ClarkHoward

Bradley

Network, Develop & Share @ SQLBits 2023 | Data Exposed Exclusive   By Rie Irish & Simon Sabin Twitter @IrishSQL & @simon_sabin & @SQLBits

Andres

How to integrate Azure Databricks with Azure Machine Learning for running Big Data Machine Learning jobs?   by Pieter Sterkens

Josh

Introducing 'Managed AirFlow' in Azure Data Factory  by Avishek Narain Twitter @narainabishek

Neeraj

12 Tips to Prepare for an International Trip by BenĂ©t J. Wilson Twitter @benetwilson

Bradley

Tempdb Performance Improvements in SQL Server 2022 are Dramatic by Monica Rathbun Twitter @SQLEspresso

Andres

Unleashing the power of AI with Azure OpenAI: A simple guide to get started.  by Meer Alam Twitter @alamMeer

Josh

Beginner's Guide to Azure Data Factory by Catherine Wilhelmsen Twitter @cathrinew

Neeraj

International Travel to and from the United States   | CDC by The CDC Twitter @CDCgov

Bradley

Ready to be a Kusto Detective with Azure Data Explorer? By Patrick Leblanc & Guy In A Cube Twitter @PatrickDBA & @GuyInACube

Andres

MLflow 2.0 and Azure Machine Learning by Facundo Santiago Twitter @santiagofacundo

Josh

When to have Multiple Data Lakes   by James Serra Twitter @jamesserra


WRAP IT UP

And now we draw the blog to a close.  We have a great line up this week!  Make sure to tune in Tuesday at 1 pm EST for a very special guest.  Wednesday we have our second MS Tech Bit coming up with my co-hosts Andres Padilla and Neeraj Jhaveri covering Tips and Tricks for Migrating Azure Data Lake Gen 1 to Gen 2.

On Thursday we will wrap up our week with our Community Round Table also at 1 pm EST.  I hope you all have a wonderful week, and as always Dear Reader.  Thank you for stopping by.


Thanks,


Brad