(BI Advanced) Hiram Fleitas - SQL Server Machine Learning Predict Sentiment On-Prem in Real-Time

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- TITLE: Using Machine Learning and Python in SQL Server To Predict The Sentiment Speaker: Fleitas, Hiram - ABSTRACT: In this session, I'm very excited to show you from start to finish how to use Machine Learning to predict a sentiment in real-time with SQL Server (On-Premise). - AGENDA: 1. Add ML Features 2. Grant Access 3. Config 4. Install Pre-Trained & Open Source ML Models (DNN) 5. Code in Python and T-SQL 6. Python Profiling 7. Real-time scoring 8. Review Sentiment Results 9. Resources

Software

Microsoft BI User Group South Florida
Hiram Fleitas
Universal Property & Casualty Insurance Company
Public: goo.gl/BqfYSi
Using Machine Learning and Python In SQL Server
To Predict The Sentiment (On-Premise)

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BIO
Father, SQL Server DBA/Dev, IT Pro,
GRT, USCG Auxiliary.
*Dev since 1995.
*SQL since 1999.
FUN
Wakeboard, Wakesurf, Snowboard,
GORUCK, Family.
/HiramFleitas
hiramfleitas@hotmail.com
dba2o.wordpress.comHiramFleitas
@HiramFleitas
Hiram Fleitas
Principal Database Architect @UPCIC
/hfleitas

Agenda
• Add ML Features
• Grant Access
• Config
• Install Pre-Trained & Open Source ML Models (DNN)
• Code in Python and T-SQL
• Python Profiling
• Real-time scoring
• Review Sentiment Results
• Resources
• Raffle

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PySQL In-DB CLR
5x Faster (sp_rxPredict) – Laptop
Rows Seconds RPS

Resources
Slides, Scripts, Recordings, Notes:
• Public: https://goo.gl/BqfYSi
• Sneak Peeks: 2017 Videos
• PASStv: http://pass.org/summit/2017/PASStv.aspx
• Keynote Day 1: https://youtu.be/NGbk9XGWTHI
• Microsoft BI - An Integrated Modern Solution: https://youtu.be/T0If-SNl08A
• Keynote Day 2: https://youtu.be/7SRi9vyDtWY
• Keynote Day 3 (WIT): https://youtu.be/8JnXi0gnTb8
• Speakers: http://pass.org/summit/2017/Speakers.aspx
• Power BI galleries: Galleries
• Power BI webinars: Webinars
• Apply Forecasting: Desktop analytics pane
• Power BI Report Server Documentation: Get started
• Microsoft SQL Server Mobile Report Publisher: Download
• Power BI Desktop: Download
• The Roadmap for SQL Server 2019: https://youtu.be/PbJB--ntCaE
More:
• @sqlpass, #PASSSummit, #PowerBIHelp, #sqlhelp, @MSPowerBI, @mssqltiger
• Join Slack workspace: http://dbatools.io/slack
• Slack channels: #dbatools, #firstresponderkit, #general, #pass-summit, #query-
tuning, #sqlhelp, #git-help
• Pass Virtual Groups: Community Groups (App Dev, BI, DBA, DevOps, Global Spanish,
HA/DR, Performance, PowerShell, Virtualization, Linux)
• More webinars: Channel9, GroupBy, SQLWorkBooks
• Microsoft AI: AI School Learning Paths
• Models: Install pre-trained Machine Learning models on SQL Server
• Tutorials: Get Started with SQL Server Machine Learning Services
• Interaction of Components: SQL Server Components to Support Python
• Threading ML: Logistic Regression
• Resource Governor: Alter External Resource Pool
• Product Reviews Dataset: Amazon Customer Reviews Dataset
• Spyder IDE: Download Spyder with Anaconda (631MB)
• VSCode: Download (43 MB)
• Visual Studio: Downloads
Hiram Fleitas
Thurs, Oct 25
6 pm - 9 pm
Business Intelligence

Thank You
Hit me up!
hiramfleitas@hotmail.com
dba2o.wordpress.comHiramFleitas
@HiramFleitas
/hfleitas/HiramFleitas

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Conference: Engage2024 in Antwerp Type: Workshop Speakers: Florian Vogler, Henning Kunz, Christoph Adler Title: Navigating the Future with The Hitchhiker's Guide to Notes and Domino 14 Abstract: Embark on an exhilarating journey with industry trailblazers Florian Vogler, Henning Kunz, and Christoph Adler in this not-to-be-missed workshop at the forefront of the tech universe. Get ready for a thrilling kick-off as we navigate the current state of the HCL universe, setting the stage for an exploration of the groundbreaking Notes and Domino 14. Discover the latest enhancements and revolutionary features that will redefine your experience. In this interactive session, unlock a treasure trove of tips and tricks to elevate your utilization of version 14, both with and without the game-changing panagenda MarvelClient. Brace yourself for also diving into Nomad, Nomad Web, and VoltMX, expanding your horizons in the expansive HCL landscape. Be a part of this exclusive opportunity to stay ahead in the ever-evolving world of HCL technologies. Your journey to mastering Notes and Domino 14 begins here. And remember, in the spirit of intergalactic exploration, don't forget to bring your towel!

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(BI Advanced) Hiram Fleitas - SQL Server Machine Learning Predict Sentiment On-Prem in Real-Time

1. Microsoft BI User Group South Florida Hiram Fleitas Universal Property & Casualty Insurance Company Public: goo.gl/BqfYSi Using Machine Learning and Python In SQL Server To Predict The Sentiment (On-Premise)

2. Please silence cell phones

4. Explore everything PASS has to offer Free online webinars Local user groups around the world Free 1-day local training events Online special interest user groups Business analytics training Get involved Free Online Resources PASS Blog White Papers Session Recordings Newsletter PASS Connector BA Insights www.pass.org

5. Session evaluations Your feedback is important and valuable. Submit your feedback by the end of this session to win a prize. hiram/evalsgoo.gl/mpcvCA goo.gl/mpcvCA

6. BIO Father, SQL Server DBA/Dev, IT Pro, GRT, USCG Auxiliary. *Dev since 1995. *SQL since 1999. FUN Wakeboard, Wakesurf, Snowboard, GORUCK, Family. /HiramFleitas hiramfleitas@hotmail.com dba2o.wordpress.comHiramFleitas @HiramFleitas Hiram Fleitas Principal Database Architect @UPCIC /hfleitas

7. Agenda • Add ML Features • Grant Access • Config • Install Pre-Trained & Open Source ML Models (DNN) • Code in Python and T-SQL • Python Profiling • Real-time scoring • Review Sentiment Results • Resources • Raffle

8. DEMOSQL Server Machine Learning & AI

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57. Resources Slides, Scripts, Recordings, Notes: • Public: https://goo.gl/BqfYSi • Sneak Peeks: 2017 Videos • PASStv: http://pass.org/summit/2017/PASStv.aspx • Keynote Day 1: https://youtu.be/NGbk9XGWTHI • Microsoft BI - An Integrated Modern Solution: https://youtu.be/T0If-SNl08A • Keynote Day 2: https://youtu.be/7SRi9vyDtWY • Keynote Day 3 (WIT): https://youtu.be/8JnXi0gnTb8 • Speakers: http://pass.org/summit/2017/Speakers.aspx • Power BI galleries: Galleries • Power BI webinars: Webinars • Apply Forecasting: Desktop analytics pane • Power BI Report Server Documentation: Get started • Microsoft SQL Server Mobile Report Publisher: Download • Power BI Desktop: Download • The Roadmap for SQL Server 2019: https://youtu.be/PbJB--ntCaE More: • @sqlpass, #PASSSummit, #PowerBIHelp, #sqlhelp, @MSPowerBI, @mssqltiger • Join Slack workspace: http://dbatools.io/slack • Slack channels: #dbatools, #firstresponderkit, #general, #pass-summit, #query- tuning, #sqlhelp, #git-help • Pass Virtual Groups: Community Groups (App Dev, BI, DBA, DevOps, Global Spanish, HA/DR, Performance, PowerShell, Virtualization, Linux) • More webinars: Channel9, GroupBy, SQLWorkBooks • Microsoft AI: AI School Learning Paths • Models: Install pre-trained Machine Learning models on SQL Server • Tutorials: Get Started with SQL Server Machine Learning Services • Interaction of Components: SQL Server Components to Support Python • Threading ML: Logistic Regression • Resource Governor: Alter External Resource Pool • Product Reviews Dataset: Amazon Customer Reviews Dataset • Spyder IDE: Download Spyder with Anaconda (631MB) • VSCode: Download (43 MB) • Visual Studio: Downloads Hiram Fleitas Thurs, Oct 25 6 pm - 9 pm Business Intelligence

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59. Session evaluations Your feedback is important and valuable. Submit your feedback by the end of this session to win a prize. hiram/evalsgoo.gl/mpcvCA goo.gl/mpcvCA

60. Thank You Hit me up! hiramfleitas@hotmail.com dba2o.wordpress.comHiramFleitas @HiramFleitas /hfleitas/HiramFleitas

(BI Advanced) Hiram Fleitas - SQL Server Machine Learning Predict Sentiment On-Prem in Real-Time

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(BI Advanced) Hiram Fleitas - SQL Server Machine Learning Predict Sentiment On-Prem in Real-Time