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

•

0 recomendaciones•143 vistas

- 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)

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

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

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

6
8999 8999
30 17 30.2
529.35
2999.66
0
1000
2000
3000
4000
5000
6000
7000
8000
9000
10000
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

Más contenido relacionado

La actualidad más candente

Disaster Recovery Site Implementation with MySQL

Syed Jahanzaib Bin Hassan - JBH Syed

In this presentation, we: 1. Look at the challenges and opportunities of the data era 2. Look at key challenges of the legacy data warehouses such as data diversity, complexity, cost, scalabilily, performance, management, ... 3. Look at how modern data warehouses in the cloud not only overcome most of these challenges but also how some of them bring additional technical innovations and capabilities such as pay as you go cloud-based services, decoupling of storage and compute, scaling up or down, effortless management, native support of semi-structured data ... 4. Show how capabilities brought by modern data warehouses in the cloud, help businesses, either new or existing ones, during the phases of their lifecycle such as launch, growth, maturity and renewal/decline. 5. Share a Near-Real-Time Data Warehousing use case built on Snowflake and give a live demo to showcase ease of use, fast provisioning, continuous data ingestion, support of JSON data ...

Modern-Data-Warehouses-In-The-Cloud-Use-Cases-Slim-Baltagi

Slim Baltagi

The RNC recently tackled a massive data migration that will help them scale tremendously to support national campaigns at every level of government. Convergence Consulting Group supported the RNC in migrating their data from legacy on prem. systems to a Microsoft Azure Cloud data warehouse. The RNC and its partners can now utilize Microsoft Power BI to expose the data from anywhere with a few simple clicks. See some examples of recent polling data in the presentation. Questions? Contact us at (813) 265-3239.

Raising Up Voters with Microsoft Azure Cloud

CCG

In the first part of this talk, we will give a setup and definition of modern cloud data warehouses as well as outline problems with legacy and on-premise data warehouses. We will speak to selecting, technically justifying, and practically using modern data warehouses, including criteria for how to pick a cloud data warehouse and where to start, how to use it in an optimum way and use it cost effectively. In the second part of this talk, we discuss the challenges and where people are not getting their investment. In this business-focused track, we cover how to get business engagement, identifying the business cases/use cases, and how to leverage data as a service and consumption models.

How to select a modern data warehouse and get the most out of it?

Slim Baltagi

Over the last decade, the 3Vs of data - Volume, Velocity & Variety has grown massively. The Big Data revolution has completely changed the way companies collect, analyze & store data. Advancements in cloud-based data warehousing technologies have empowered companies to fully leverage big data without heavy investments both in terms of time and resources. But, that doesn’t mean building and managing a cloud data warehouse isn’t accompanied by any challenges. From deciding on a service provider to the design architecture, deploying a data warehouse tailored to your business needs is a strenuous undertaking. Looking to deploy a data warehouse to scale your company’s data infrastructure or still on the fence? In this presentation you will gain insights into the current Data Warehousing trends, best practices, and future outlook. Learn how to build your data warehouse with the help of real-life use-cases and discussion on commonly faced challenges. In this session you will learn: - Choosing the best solution - Data Lake vs. Data Warehouse vs. Data Mart - Choosing the best Data Warehouse design methodologies: Data Vault vs. Kimball vs. Inmon - Step by step approach to building an effective data warehouse architecture - Common reasons for the failure of data warehouse implementations and how to avoid them

Data Warehousing Trends, Best Practices, and Future Outlook

James Serra

Data Lake

Anitha Krishnappa

Hadoop in the Enterprise - Dr. Amr Awadallah @ Microstrategy World 2011

Cloudera, Inc.

O'Reilly ebook: Operationalizing the Data Lake

Vasu S

If you also got the Big Data itch, here is something to ease the pain :-) Answers to this questions will be available soon (more info in the attached link) Which Big Data Appliance should YOU use? (click on the attached link for Poll results) Appliances are Small and Quick, Right? Revealing the 6 Types of Big Data Appliances Uncovering the Main Players Challenges, Pitfalls, and Winning the Big Data Game Where is all this leading YOU to?

Piranha vs. mammoth predator appliances that chew up big data

Jack (Yaakov) Bezalel

A Data Lake is a storage repository that can store large amount of structured, semi-structured, and unstructured data. It is a place to store every type of data in its native format with no fixed limits on account size or file. It offers high data quantity to increase analytic performance and native integration. Data Lake is like a large container which is very similar to real lake and rivers. Just like in a lake you have multiple tributaries coming in, a data lake has structured data, unstructured data, machine to machine, logs flowing through in real-time.

Data lake

GHAZOUANI WAEL

Kb 40 kevin_klineukug_reading20070717[1]

shuwutong

As part of this session, I will be giving an introduction to Data Engineering and Big Data. It covers up to date trends. * Introduction to Data Engineering * Role of Big Data in Data Engineering * Key Skills related to Data Engineering * Role of Big Data in Data Engineering * Overview of Data Engineering Certifications * Free Content and ITVersity Paid Resources Don't worry if you miss the video - you can click on the below link to go through the video after the schedule. https://youtu.be/dj565kgP1Ss * Upcoming Live Session - Overview of Big Data Certifications (Spark Based) - https://www.meetup.com/itversityin/events/271739702/ Relevant Playlists: * Apache Spark using Python for Certifications - https://www.youtube.com/playlist?list=PLf0swTFhTI8rMmW7GZv1-z4iu_-TAv3bi * Free Data Engineering Bootcamp - https://www.youtube.com/playlist?list=PLf0swTFhTI8pBe2Vr2neQV7shh9Rus8rl * Join our Meetup group - https://www.meetup.com/itversityin/ * Enroll for our labs - https://labs.itversity.com/plans * Subscribe to our YouTube Channel for Videos - http://youtube.com/itversityin/?sub_confirmation=1 * Access Content via our GitHub - https://github.com/dgadiraju/itversity-books * Lab and Content Support using Slack

Introduction to Data Engineering

Durga Gadiraju

With so many new technologies it can get confusing on the best approach to building a big data architecture. The data lake is a great new concept, usually built in Hadoop, but what exactly is it and how does it fit in? In this presentation I'll discuss the four most common patterns in big data production implementations, the top-down vs bottoms-up approach to analytics, and how you can use a data lake and a RDBMS data warehouse together. We will go into detail on the characteristics of a data lake and its benefits, and how you still need to perform the same data governance tasks in a data lake as you do in a data warehouse. Come to this presentation to make sure your data lake does not turn into a data swamp!

Big data architectures and the data lake

James Serra

DataStax GeekNet Webinar - Apache Cassandra: Enterprise NoSQL

DataStax

Analytics in a Day Virtual Workshop

CCG

SGI has been a leading commercial vendor of Hadoop clusters since 2008. Leveraging SGI's experience with high performance clusters at scale, SGI has delivered individual Hadoop clusters of up to 4000 nodes. Integration, performance, and management all become issues at scale, and Hadoop clusters scale! In this presentation, SGI will discuss representative customer use cases, major design considerations for performance and power optimization, how integrated Hadoop solutions leveraging CDH, SGI Rackable clusters, and SGI Management Center best meet customer needs, and how SGI envisions the needs of enterprise customers evolving as Hadoop continues to move into mainstream adoption.

Hadoop World 2011: I Want to Be BIG - Lessons Learned at Scale - David "Sunny...

Cloudera, Inc.

Building a Modern Data Architecture by Ben Sharma at Strata + Hadoop World Sa...

Zaloni

Microsoft is doing a great job in enabling every user to apply Artificial intelligence in his or her daily business by implementing AI functionality in Power BI, Microsoft's end-user BI and analytics tool. Finding insights from the data can be challenging with the massive volumes of data generated today. This is where AI can help to automatically find patterns, help users understand what the data means, and predict future outcomes. But most important of all, enabling the business to make data driven decisions! In this session I will tell you all about the AI capabilities which Microsoft offers and made available for each and every user within the organization. I'll show you how business users will be able to work with this, without writing a line of code. A session with an overview of AI and a bunch of live demos on how you can implement AI to your daily business. In this session: - Azure Cognitive Services - Auto ML (Machine Learning) - Power BI Dataflows

Enable the business and make Artificial Intelligence accessible for everyone!

Marc Lelijveld

Apache Kafka® and the Data Mesh

ConfluentInc1

GigaOm-sector-roadmap-cloud-analytic-databases-2017

Jeremy Maranitch

La actualidad más candente (20)

Disaster Recovery Site Implementation with MySQL

Modern-Data-Warehouses-In-The-Cloud-Use-Cases-Slim-Baltagi

Raising Up Voters with Microsoft Azure Cloud

How to select a modern data warehouse and get the most out of it?

Data Warehousing Trends, Best Practices, and Future Outlook

Data Lake

Hadoop in the Enterprise - Dr. Amr Awadallah @ Microstrategy World 2011

O'Reilly ebook: Operationalizing the Data Lake

Piranha vs. mammoth predator appliances that chew up big data

Data lake

Kb 40 kevin_klineukug_reading20070717[1]

Introduction to Data Engineering

Big data architectures and the data lake

DataStax GeekNet Webinar - Apache Cassandra: Enterprise NoSQL

Analytics in a Day Virtual Workshop

Hadoop World 2011: I Want to Be BIG - Lessons Learned at Scale - David "Sunny...

Building a Modern Data Architecture by Ben Sharma at Strata + Hadoop World Sa...

Enable the business and make Artificial Intelligence accessible for everyone!

Apache Kafka® and the Data Mesh

GigaOm-sector-roadmap-cloud-analytic-databases-2017

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

DBA Advanced - Hiram Fleitas - SQL ML / AI

Hiram Fleitas León

Every data has meaning, but we had limitation to use data through big long running process Extraction, Transformation and Representation, but now Power BI solves your problem to kick start having Data extraction in Power Query, Data Modelling and Transformation in Power Pivot and reach data representation using power view and power map on demand any nearby device on your fingertips. Learn how to create Power BI Dashboard from scratch.

SqlSaturday#699 Power BI - Create a dashboard from zero to hero

Vishal Pawar

Power BI February update with Recent Cool features

Vishal Pawar

December 2020 Microsoft 365 Need to Know Webinar

Robert Crane

CIAOPS Need to Know Office 365 Webinar - December 2017

Robert Crane

Power BI for CEO

Vishal Pawar

Every data has meaning, but we had limitation to use data through big long running process Extraction, Transformation and Representation, but now Power BI solves your problem to kick start having Data extraction in Power Query, Data Modelling and Transformation in Power Pivot and reach data representation using power view and power map on demand any nearby device on your fingertips, You will learn all latest and greatest features of Power BI.

Power BI Create lightning fast dashboard with power bi & Its Components

Vishal Pawar

General Presentation - DIAD and AIAD, Dashboard and Apps

Vishal Pawar

F17_Unified Governance for Power Automate, Power Apps, Power BI

serge luca

In this webinar, our special guest panelist, Chris Wagner, the Director of Data Solutions at Baker Tilly, a Microsoft MVP, and founder of KratosBI.com discussed how Power BI capabilities can help your organization visualize your data and showcase your impact. You will also learn what Microsoft Fabric is all about, best practices, tips, and tricks from one of the most popular YouTubers in the data world!

All you must know about Power BI!.

TechSoup

All you must know about Power BI!

ArethaSimons

You have started using Microsoft flow, you have attended a Flow introduction presentation but you feel that before doing real projects you need to know more... much more. After working with Microsoft Flow almost every day since the begining of the product, we faced some situations and traps that require more advanced skills. This is what this session is all about. We will show you different real problems and the way we solved it. You will learn about the workflow definition language , creating custom connectors,how to extend Flows, how to use it from existing applications, the very latest features, and if the well known "Workflow best practices" can be applied to Microsoft Flow today or in the future. This will be a demo-heavy session.

Microsoft Flow advanced: tips, pitfalls, problems and warnings to be known be...

BIWUG

September 2018 Office 365 Need to Know Webinar

Robert Crane

Becoming a data-driven organization is important for most nonprofit leaders, but knowing where to begin can be overwhelming. In this 30-minute webinar, join Power BI expert Neetu from TechSoup who will show you how to effectively use Power BI's data analytics and visualization tools. Knowing how to use these features will allow you to better understand your organization's impact and will allow you to create visualizations of your data. These powerful visualizations can then be shared internally, with your board, publicly, or on your website. This webinar is best suited for organizations that are interested in how to better analyze and view their data. NOTE: You do not need Office 365 to use Power BI. Topics: - Learn how to download and install the free Power BI desktop product - Understand how to connect your Excel data to Power BI - Create basic reports and visualizations - Understand the differences between the free Power BI Desktop product and Power BI Pro (nonprofit discounts available through TechSoup)

How to Be a Data-Driven Organization with Power BI

TechSoup

Machine learning applications are typically stitched together from hopes and dreams, shell scripts, cron jobs, home-grown schedulers, snippets of configuration clipped from multiple blog posts, thousands of hard-coded business rules, a.k.a. "our SQL corpus," and a few lines of training and testing code. Organizing all the moving parts into something maintainable and supportive of ongoing development is a challenge most teams have on their TODO list, roadmap, or tech debt pile. Getting ahead of the day-to-day demands and settling into a sane architecture often seems like an unattainable goal. The past several years have seen an explosion of tool-building in the data engineering and analytics area, including in Apache projects spanning the areas of search and information retrieval, job orchestration, file and stream formats, and machine learning libraries. In this talk we will cover our product and development teams' choices of architecture and tools, from data ingestion and storage, through transformations and processing, to presentation of results and publishing to web services, reports, and applications.

Maintainable Machine Learning Products

Andrew Musselman

Microsoft Flow advanced: tips, pitfalls, problems and warnings to be known be...

serge luca

Power BI Dashboard in an hour with Various Slides. Target Audience: Useful for Develops and DBA those who want to know what is Power BI and How we can utilize various features. Also session will be useful for anyone who wants learn Power BI from basic. Abstract: In this session, We will walk through various features of Power BI, How Power BI can transform your company’s data into rich visuals and Easy yet powerful Analytics solutions for your whole organization. At end of session with following Power BI Dashboard example sp_Blitz in Dashboard SQL Server Info Dashboard Twitter Dashboard World Dashboard Most important takeaways from session – You will be learning basics of Power BI with the additional perk of analyzing sp_Blitz in Power BI. Various features of Power BI making you from ZERO to HERO After this session, you will be able to analyze data into Power BI

Groupby -Power bi dashboard in hour by vishal pawar-Presentation

Vishal Pawar

Learn what’s involved in rolling out Power BI for maximum performance and user adoption. Six considerations to take into account before you deploy including people, process, technology and cost. Watch the demos and download this deck at: https://senturus.com/resources/power-bi-enterprise-deployment-planning/ Senturus offers a full spectrum of services across the BI stack plus training on Power BI, Cognos and Tableau. Our resource library has hundreds of free live and recorded webinars, blog posts, demos and unbiased product reviews available on our website at: http://www.senturus.com/senturus-resources/.

Planning for a Power BI Enterprise Deployment

Senturus

Power Platform Leeds - November 2019 - Microsoft Ignite Announcements

Simon Doy

This session is suitable for any developer interested in learning how to achieve more productivity by integrating with expense reports platforms, processing invoices, and leveraging AI for classification of the expenses. With UiPath any business can easily bring the latest advancements in UI Automation, Document Understanding, and AI to develop an automation that can create expense reports automatically. 📕 During the meetup we’ll cover: Typical use cases for cross-platform projects How cross-platform activities work in Studio How to build an automation using UiPath, including a live example and demo: Document Understand for invoice processing Real example of UI Automation for the expense report AI models for classification of expenses Answer to Q&A. 👨‍💻 Speakers: Alexandru Roman, Senior Product Manager @UiPath

Dev Dives 1 Building end-to-end automation for expense reports.pdf

Cristina Vidu

Similar a (BI Advanced) Hiram Fleitas - SQL Server Machine Learning Predict Sentiment On-Prem in Real-Time (20)

DBA Advanced - Hiram Fleitas - SQL ML / AI

SqlSaturday#699 Power BI - Create a dashboard from zero to hero

Power BI February update with Recent Cool features

December 2020 Microsoft 365 Need to Know Webinar

CIAOPS Need to Know Office 365 Webinar - December 2017

Power BI for CEO

Power BI Create lightning fast dashboard with power bi & Its Components

General Presentation - DIAD and AIAD, Dashboard and Apps

F17_Unified Governance for Power Automate, Power Apps, Power BI

All you must know about Power BI!.

All you must know about Power BI!

Microsoft Flow advanced: tips, pitfalls, problems and warnings to be known be...

September 2018 Office 365 Need to Know Webinar

How to Be a Data-Driven Organization with Power BI

Maintainable Machine Learning Products

Microsoft Flow advanced: tips, pitfalls, problems and warnings to be known be...

Groupby -Power bi dashboard in hour by vishal pawar-Presentation

Planning for a Power BI Enterprise Deployment

Power Platform Leeds - November 2019 - Microsoft Ignite Announcements

Dev Dives 1 Building end-to-end automation for expense reports.pdf

Más de Hiram Fleitas León

(Dev) Hiram Fleitas - Data Viz & Analytics using Python and JavaScript

Hiram Fleitas León

(SQL ML) Hiram Fleitas - Real-time Sentiment Prediction in SQL Server

Hiram Fleitas León

I'm very excited to show you how to go from FAQ to Bot in minutes. I have 6 demos that will help you deploy AI everywhere. Either as internal bot(s) for HR, Operations or external your public websites. My agenda for this talk is demo heavy; that's for you to home all the content and make the best of it. This presentation is suited for everyone, including code newbies. - AGENDA: 1. QnAMaker.ai 2. Web App Bot 3. Channels such as Web-Chat & Microsoft Teams 4. Bot Source Code 5. Postman Client & Bot Framework Emulator 6. Bot Analytics & Monitoring with Azure Application Insights 7. Resources

(AI Bot - Azure Cloud) Hiram Fleitas - It's a'Bot Time

Hiram Fleitas León

- TITLE: Hack / Protect / Predict SQL Server - Come learn them. Speaker: Fleitas, Hiram Duration: 60 minutes Track: Application & Database Development Level: Advanced https://www.sqlsaturday.com/801/Sessions/Details.aspx?sid=83672 - ABSTRACT: In this session, I'll show you how to hack SQL Server using a simple C# console application and other tools. Most importantly, I'll show you how to protect vectors that perhaps you're trying to use to safeguard sensitive data for GDPR compliance. 1. Tabular Data Stream (TDS) Protocol 2. Dynamic Data Masking 3. Row Level Security (Yep...) 4. Database Source Control Perhaps, you've seen these exploits before but do you really know how to reproduce them? Or, how to even protect yourself against them? No worries, I'll show you the way along with a load test. Finally, 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. 5. SQL ML / AI - A deep dive to predict the sentiment Looking forward to meeting you all. - BIO: Hiram Fleitas is the Principal Database Architect at Universal Property and Casualty Insurance Company and leads the company's intelligent edge using Microsoft’s data platform. He currently is developing database applications using Machine Learning models trained on claims, policy, and social media data to predict business opportunities for customer satisfaction and loyalty in real-time. He has worked with SQL Server for 20 years, from version 6.0 to 2019 with some of the largest companies in the world. He's spoken on SQL Server at User Groups, South Florida Code Camp, PASS SQL Saturdays, and corporate business events, often presenting talks on security, performance, devops, machine learning, and business intelligence. He coded his first program in BASIC when he was 13 years old as a school project and developed a passion for computers ever since. Hiram is also a code contributor to several opensource projects and serves as an IS Flotilla Staff Officer for the United States Coast Guard Auxiliary. On his time off he mostly enjoys spending time with his wife Christina and two kids, Ocean and Skylar Fleitas. He also wakeboards, wakesurfs, snowboards and does endurance training events by GORUCK’s Cadre-led decorated combat veterans of Special Operations. https://linkedin.com/in/hiramfleitas/ https://fleitasarts.com - DATE & TIME: Saturday - Oct 6, 2018 11:00 am - 12:00 pm Presentation - LOCATION: Seminole State College Partnership Building 100 Weldon Blvd Building UP, Sanford, Florida, 32773 100 Weldon Blvd, Building UP, Sanford, FL 32773 Room #: R1 http://seminolestate.edu - Follow #SQLSatOrlando on Twitter https://twitter.com/hashtag/SQLSatOrlando - Follow @HiramFleitas on Twitter https://twitter.com/hiramfleitas

[DBA-Adv]_HiramFleitas_Hack_Protect_Predict_SQLServer_LearnThem

Hiram Fleitas León

SQL PASS Summit 2017 Encryption & Database Source Control (2 of 3 presentations) Secure your data-in-transit with a setting that's been around since SQL Server 2000! TOPICS: Force Encryption (TDS Protocol Setting, Connection String Option, Load Test Comparison) Database Source Control (TFS/GitHub) This is the 2nd session part of the SQL PASS Summit 2017 Summary presentations. I plan to walk through some of the code demos, implantations and tests more in-depth with your interaction. SCRIPTS & SLIDES: http://goo.gl/BqfYSi http://github.com/hfleitas LEARN MORE: http://fleitasarts.com http://pass.org

[DBA]_HiramFleitas_Encryption_And_Database_Source_Control

Hiram Fleitas León

[DBA]_HiramFleitas_SQL_PASS_Summit_2017_Summary

Hiram Fleitas León

Más de Hiram Fleitas León (6)

(Dev) Hiram Fleitas - Data Viz & Analytics using Python and JavaScript

(SQL ML) Hiram Fleitas - Real-time Sentiment Prediction in SQL Server

(AI Bot - Azure Cloud) Hiram Fleitas - It's a'Bot Time

[DBA-Adv]_HiramFleitas_Hack_Protect_Predict_SQLServer_LearnThem

[DBA]_HiramFleitas_Encryption_And_Database_Source_Control

[DBA]_HiramFleitas_SQL_PASS_Summit_2017_Summary

Último

Abortion Pills In Pretoria ](+27832195400*)[ 🏥 Women's Abortion Clinic In Pretoria ● Abortion Pills For Sale In Pretoria ● Pretoria 🏥🚑!! Abortion Clinic Near Me Cost, Price, Women's Clinic Near Me, Abortion Clinic Near, Abortion Doctors Near me, Abortion Services Near Me, Abortion Pills Over The Counter, Abortion Pill Doctors' Offices, Abortion Clinics, Abortion Places Near Me, Cheap Abortion Places Near Me, Medical Abortion & Surgical Abortion, approved cyctotec pills and womb cleaning pills too plus all the instructions needed This Discrete women’s Termination Clinic offers same day services that are safe and pain free, we use approved pills and we clean the womb so that no side effects are present. Our main goal is that of preventing unintended pregnancies and unwanted births every day to enable more women to have children by choice, not chance. We offer Terminations by Pill and The Morning After Pill.” Our Private VIP Abortion Service offers the ultimate in privacy, efficiency and discretion. we do safe and same day termination and we do also womb cleaning as well its done from 1 week up to 28 weeks. We do delivery of our services world wide SAFE ABORTION CLINICS/PILLS ON SALE WE DO DELIVERY OF PILLS ALSO Abortion clinic at very low costs, 100% Guaranteed and it’s safe, pain free and a same day service. It Is A 45 Minutes Procedure, we use tested abortion pills and we do womb cleaning as well. Alternatively the medical abortion pill and womb cleansing !!!

Abortion Pills In Pretoria ](+27832195400*)[ 🏥 Women's Abortion Clinic In Pre...

Medical / Health Care (+971588192166) Mifepristone and Misoprostol tablets 200mg

We specialize in Psychic Readings, Psychic Love Spells, Binding Love Spells, Obsession Spells, Voodoo Spells, Lottery Spells, Marriage Spells, Black Magic Spells, Palm Readings & much more. Are you depressed? We perform this come-to-me love spell that works instantly with the aim of Winnipeg back the victim to the person performing the magic. Have you lost your lover? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? Do u need to solve any relationship problem? Contact the powerful spells caster chief kule with love spells that work overnight and love spells that really work. Have you found yourself infatuated with a special someone you think could be the one? Are you looking for a spell to provide them with a nudge in the right direction? Or maybe the spell you cast didn’t achieve the results you were hoping for? Whether you’re new or versed in the ways of spell casting, we’re here to help. Today we’re going to provide you with a detailed guide on the types of love spells to cast. Not only that but there’s something for those who wish to find outside advice from more advanced spell casters. We’re also going to provide you with the top sites available to help you with your dilemma. Let’s begin our journey by educating ourselves on love magic and what a real love caster looks like. Love Magic and Love Casters Love magic made its first appearance back in Ancient Egypt and has been an active practice since. This type of magic is a branch of traditional magic and can be practiced in various ways. Typically the more common use of love magic is through the work of spells, but other methods look like Charms Rituals-LOVE Potions-Dolls and even Amulets If you are interested in becoming a love caster, be prepared for what’s to come. A genuine love caster knows that the art of love casting is no easy feat and shouldn’t be done casually. You should know that not only does it require you to be gifted spiritually, but you must be ready to serve others. Someone who is considered a real love caster has experience in all manner of spells, no matter the difficulty. Training yourself in attraction, commitment, and marriage spells is an excellent place to start. But this by no means will make you a professional. Practice your craft and expand your knowledge; understand that you will possess the ability to help others in time truly. Types of Love Spells What better way to start broadening your experiences with love spells than by learning more about them? These spells work like just about any other spell. Simply apply your intention, use a medium (sigils, mantras, candles, or charm bags), and top it off with establishing the belief that you will receive what you want. So what kind of spells are available and which ones suit your needs the best? Let’s take a look at the many options you have at your disposal. Attraction Spells

%+27788225528 love spells in Knoxville Psychic Readings, Attraction spells,Br...

masabamasaba

We specialize in Psychic Readings, Psychic Love Spells, Binding Love Spells, Obsession Spells, Voodoo Spells, Lottery Spells, Marriage Spells, Black Magic Spells, Palm Readings & much more. Are you depressed? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? Do u need to solve any relationship problem? Contact the powerful spells caster chief kule with love spells that work overnight and love spells that really work. Have you found yourself infatuated with a special someone you think could be the one? Are you looking for a spell to provide them with a nudge in the right direction? Or maybe the spell you cast didn’t achieve the results you were hoping for? Whether you’re new or versed in the ways of spell casting, we’re here to help. Today we’re going to provide you with a detailed guide on the types of love spells to cast. Not only that but there’s something for those who wish to find outside advice from more advanced spell casters. We’re also going to provide you with the top sites available to help you with your dilemma. Let’s begin our journey by educating ourselves on love magic and what a real love caster looks like. Love Magic and Love Casters Love magic made its first appearance back in Ancient Egypt and has been an active practice since. This type of magic is a branch of traditional magic and can be practiced in various ways. Typically the more common use of love magic is through the work of spells, but other methods look like Charms Rituals-LOVE Potions-Dolls and even Amulets If you are interested in becoming a love caster, be prepared for what’s to come. A genuine love caster knows that the art of love casting is no easy feat and shouldn’t be done casually. You should know that not only does it require you to be gifted spiritually, but you must be ready to serve others. Someone who is considered a real love caster has experience in all manner of spells, no matter the difficulty. Training yourself in attraction, commitment, and marriage spells is an excellent place to start. But this by no means will make you a professional. Practice your craft and expand your knowledge; understand that you will possess the ability to help others in time truly. Types of Love Spells What better way to start broadening your experiences with love spells than by learning more about them? These spells work like just about any other spell. Simply apply your intention, use a medium (sigils, mantras, candles, or charm bags), and top it off with establishing the belief that you will receive what you want. So what kind of spells are available and which ones suit your needs the best? Let’s take a look at the many options you have at your disposal.

%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...

masabamasaba

OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...

Shane Coughlan

WSO2Con2024 - Enabling Transactional System's Exponential Growth With Simplicity

WSO2

%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain

masabamasaba

Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic near me by a powerful astrologer and spell caster in Atlanta. Bring back your lover with Asaf's voodoo-love witchcraft. Psychic Reading | Astrologer | Spell Caster | Obsession Spells | Black Magic | Witchcraft | Protection spell | wiccan spells. Black magic expert and voodoo love spells that work overnight to retrieve that love | lost love spell caster with powerful love psychic reading. Best astrologer & psychic in Sandy Springs, GA to renew your relationship & make your relationship stronger. love spells to bring back the feelings of love for ex-lovers. Increase the intimacy, affection & love between you and your lover using voodoo relationship obsession spells in USA. Money spells, easy love spells with just words, think of me spell, powerful love spell, spells of love, spells that work, love potion to attract a man, easy love spells with just words, pink candle prayer, white magic spells, call me spell, manifestation spell, gay love spells, Commitment spells, business spells and, how to bring back lost love in a relationship, Witchcraft love spells that work immediately to increase love & intimacy in your relationship. Attraction love spells to attract someone, stop a divorce, prevent a breakup & get your ex back. When using love binding spells, there are several things you should know, particularly how to protect yourself from negative energies and how to use the powers of incantations for the good of all people involved. When the focus is love, the results are truly magical. It’s important to remember love is not manipulative, it is not forceful, and it does not bend another to its will. Love is free-flowing, accepting, kind, and generous. For your love spell to work as intended, you must have good intentions in your heart. Below, we share the top five love spells you can use today to shift the energies in your life and create a future filled with love and fulfilment. Obsession spells to Get Your Ex-Lover Back. All women want one thing the most in life to be love and love in return – not much to ask. A lady wants a good man who loves you unconditionally and loyally. You want a man who is honest, hardworking, and loyal – not a complainer or a weakling or a self-centred man. You are a strong, independent, sensual, caring, loving woman. And you don’t think it’s asking too much to want to be with a loving, intelligent man with a good sense of humour and daring, an upright and confident man – who knows who he is. No one wants a chauvinistic and macho man, but you do want someone who will be willing to protect and care for you. Who loves you for you and not some kind of imaginary. You have no doubt that when the right guy appears on your doorstep, you’ll never let him go. But sometimes a man doesn’t realize he has that good woman.

Love witchcraft +27768521739 Binding love spell in Sandy Springs, GA |psychic...

chiefasafspells

Devoxx UK 2024 - Going serverless with Quarkus, GraalVM native images and AWS...

Bert Jan Schrijver

%in ivory park+277-882-255-28 abortion pills for sale in ivory park

masabamasaba

Announcing Codolex 2.0 from GDK Software

Jim McKeeth

WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation

WSO2

%in Benoni+277-882-255-28 abortion pills for sale in Benoni

masabamasaba

This presentation covers the following topics: What is logging? The purpose of logging: Debugging The purpose of logging: Security The purpose of logging: Stats & analytics Traditional logging Traditional logging: Advantages Traditional logging: Disadvantages The solution: Large-scale logging Large-scale logging: Core principles Large-scale logging: Solution types Large-scale logging: Cloud vs on-prem Large-scale logging: Operational complexity Large-scale logging: Security Large-scale logging: Costs Large-scale logging: On-prem comparison - Elasticsearch - Grafana Loki - VictoriaLogs On-prem comparison: Setup and operation On-prem comparison: Costs On-prem comparison: Full-text search support On-prem comparison: How to efficiently query 100TB of logs? On-prem comparison: Integration with CLI tools VictoriaLogs for large-scale logging VictoriaLogs demo instance - Ingestion rate: 3600 messages / minute - The number of log messages: 1.1 billion - Uncompressed log messages’ size: 1.5TB - Compressed log messages’ size: 23GB - Compression ratio: 47x - Memory usage: 150MB VictoriaLogs CLI integration demo - Which errors have occurred in all the apps during the last hour? - How many errors have occurred during the last hour? - Which apps generated the most of errors during the last hour? - The number of per-minute errors for the last 10 minutes - Status codes for the last hour - Non-200 status codes for the last week - Top client IPs for the last 4 weeks with 404 and 500 response status codes - Per-month stats for the given IP across all the logs Large-scale logging solution MUST provide excellent CLI integration VictoriaLogs: (temporary) drawbacks VictoriaLogs: Recap - Easy to setup and operate - The lowest RAM usage and disk space usage (up to 30x less than Elasticsearch and Grafana Loki) - Fast full-text search - Excellent integration with traditional command-line tools for log analysis - Accepts logs from popular log shippers (Filebeat, Fluentbit, Logstash, Vector, Promtail, Grafana Agent) - Open source and free to use!

Large-scale Logging Made Easy: Meetup at Deutsche Bank 2024

VictoriaMetrics

Artyushina_Guest lecture_YorkU CS May 2024.pptx

AnnaArtyushina1

WSO2CON2024 - It's time to go Platformless

WSO2

Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

Philip Schwarz

%in kaalfontein+277-882-255-28 abortion pills for sale in kaalfontein

masabamasaba

+971565801893 Mtp-Kit (500MG) Prices » Dubai [(+971565801893**)] Abortion Pills For Sale In Dubai, UAE, Mifepristone and Misoprostol Tablets Available In Dubai, UAE CONTACT DR.Leen Whatsapp +971565801893 We Have Abortion Pills / Cytotec Tablets /Mifegest Kit Available in Dubai, Sharjah, Abudhabi, Ajman, Alain, Fujairah, Ras Al Khaimah, Umm Al Quwain, UAE, Buy cytotec in Dubai +971565801893''''Abortion Pills near me DUBAI | ABU DHABI|UAE. Price of Misoprostol, Cytotec” +971565801893' Dr.DEEM ''BUY ABORTION PILLS MIFEGEST KIT, MISOPROTONE, CYTOTEC PILLS IN DUBAI, ABU DHABI,UAE'' Contact me now via What's App…… abortion Pills Cytotec also available Oman Qatar Doha Saudi Arabia Bahrain Above all, Cytotec Abortion Pills are Available In Dubai / UAE, you will be very happy to do abortion in Dubai we are providing cytotec 200mg abortion pill in Dubai, UAE. Medication abortion offers an alternative to Surgical Abortion for women in the early weeks of pregnancy. We only offer abortion pills from 1 week-6 Months. We then advise you to use surgery if its beyond 6 months. Our Abu Dhabi, Ajman, Al Ain, Dubai, Fujairah, Ras Al Khaimah (RAK), Sharjah, Umm Al Quwain (UAQ) United Arab Emirates Abortion Clinic provides the safest and most advanced techniques for providing non-surgical, medical and surgical abortion methods for early through late second trimester, including the Abortion By Pill Procedure (RU 486, Mifeprex, Mifepristone, early options French Abortion Pill), Tamoxifen, Methotrexate and Cytotec (Misoprostol). The Abu Dhabi, United Arab Emirates Abortion Clinic performs Same Day Abortion Procedure using medications that are taken on the first day of the office visit and will cause the abortion to occur generally within 4 to 6 hours (as early as 30 minutes) for patients who are 3 to 12 weeks pregnant. When Mifepristone and Misoprostol are used, 50% of patients complete in 4 to 6 hours; 75% to 80% in 12 hours; and 90% in 24 hours. We use a regimen that allows for completion without the need for surgery 99% of the time. All advanced second trimester and late term pregnancies at our Tampa clinic (17 to 24 weeks or greater) can be completed within 24 hours or less 99% of the time without the need surgery. The procedure is completed with minimal to no complications. Our Women's Health Center located in Abu Dhabi, United Arab Emirates, uses the latest medications for medical abortions (RU-486, Mifeprex, Mifegyne, Mifepristone, early options French abortion pill), Methotrexate and Cytotec (Misoprostol). The safety standards of our Abu Dhabi, United Arab Emirates Abortion Doctors remain unparalleled. They consistently maintain the lowest complication rates throughout the nation. Our Physicians and staff are always available to answer questions and care for women in one of the most difficult times in their lives. The decision to have an abortion at the Abortion Clinic in Abu Dhabi, United Arab Emirates.+971565801893

+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...

Health

tonesoftg

lanshi9

WSO2CON 2024 - How to Run a Security Program

WSO2

(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

9. SQL ML / AI

10.

11.

12.

13. Not in 2019ctp2

14. 2019ctp2 2017

15.

16. 2019ctp2 2017

17. 2019ctp2

18. 2017

19. 2019ctp2

20.

21.

22.

23.

24.

25.

26.

27.

28.

29.

30.

31.

32.

33.

34.

35.

36.

37.

38.

39.

40.

41.

42.

43.

44.

45.

46.

47.

48.

49.

50. 6 8999 8999 30 17 30.2 529.35 2999.66 0 1000 2000 3000 4000 5000 6000 7000 8000 9000 10000 PySQL In-DB CLR 5x Faster (sp_rxPredict) – Laptop Rows Seconds RPS

51.

52.

53.

54.

55.

56.

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

58. Sponsor

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

Recomendados

Recomendados

Más contenido relacionado

La actualidad más candente

La actualidad más candente (20)

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

Similar a (BI Advanced) Hiram Fleitas - SQL Server Machine Learning Predict Sentiment On-Prem in Real-Time (20)

Más de Hiram Fleitas León

Más de Hiram Fleitas León (6)

Último

Último (20)

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