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DBA Advanced - Hiram Fleitas - SQL ML / AI

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I am very excited to share with you how to analyze text using pre-trained Machine Learning models to predict a sentiment, on-prem with SQL Server 2017 and Python. This is a SQL ML / AI deep dive to predict the sentiment.

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DBA Advanced - Hiram Fleitas - SQL ML / AI

  1. 1. SQL Saturday South FL 755 Hiram Fleitas Universal Property & Casualty Insurance Company Public: goo.gl/BqfYSi Hack / Protect / Predict SQL Server – Learn Them
  2. 2. Please silence cell phones
  3. 3. 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
  4. 4. Session evaluations Your feedback is important and valuable. Submit your feedback by the end of this session to win a prize. http://hiram/evalsgoo.gl/rWbupj goo.gl/rWbupj
  5. 5. 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 Database Administrator (DBA), @UPCIC /hfleitas
  6. 6. Agenda • SQL ML / AI • Resources • TDS Encryption • Load Test • DDM • RLS • DB Source Control (TFS/Git) • Raffle
  7. 7. DEMO 6SQL Server Machine Learning & AI
  8. 8. SQL ML / AI
  9. 9. Resources Slides, Scripts, Recordings, Notes: • Public: https://goo.gl/BqfYSi • Sneak Peeks: http://pass.org/summit/2017/Sessions/SneakPeeks.aspx • 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 • Bob Ward’s slides & scripts: http://aka.ms/bobwardms • Performance: Adaptive Query Processing, Automatic Tuning. • Docker: https://docs.microsoft.com/sql/linux/quickstart-install-connect-docker • Docker SQL, App, CI/CD: https://channel9.msdn.com/events/Connect/2017/T152 • Power BI galleries: https://community.powerbi.com/t5/Galleries/ct-p/Galleries • Power BI webinars: https://docs.microsoft.com/power-bi/webinars • Apply Forecasting: https://docs.microsoft.com/power-bi/desktop-analytics-pane • Postman: https://getpostman.com • Visual Studio & TFS Downloads: https://visualstudio.com/downloads • SSDT: https://docs.microsoft.com/sql/ssdt/download-sql-server-data-tools-ssdt • TFS Pricing: https://visualstudio.com/team-services/tfs-pricing • GitHub Pricing: https://github.com/pricing More: • Twitter: @sqlpass, #PASSSummit, #powerbihelp, #sqlhelp, @MSPowerBI • Join Slack workspace: http://dbatools.io/slack • Slack channels: #dbatools, #firstresponderkit, #general, #pass-summit, #query- tuning, #sqlhelp, #git-help • Pass Virtual Groups: http://pass.org/Community/Groups.aspx (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 Hiram Fleitas Sat, Jun 9 1:30 PM - 2:30 PM DBA Advanced
  10. 10. Sponsor 1110 W. Commercial Blvd, Fort Lauderdale, FL 33309 // Ph. 954-958-1200 // www.UniversalProperty.com
  11. 11. Session evaluations Your feedback is important and valuable. Submit your feedback by the end of this session to win a prize. http://hiram/evalsgoo.gl/rWbupj goo.gl/rWbupj
  12. 12. Thank You Hit me up! hiramfleitas@hotmail.com dba2o.wordpress.comHiramFleitas @HiramFleitas /hfleitas/HiramFleitas