sqlsathistory

Nr: 990

Back to Main list

SQLSaturday #990 - Chimbote, Perú – Virtual 2020

Start Time (24h) Speaker Track Title
09:00:00 Kevin Chant DBA / Enterprise / Relational / SQL Azure DevOps duet (60 minutes version)
09:00:00 Juan Rafael Artificial Intelligence Business Intelligence Keynote
10:00:00 André Melancia DBA / Enterprise / Relational / SQL SQL Curiosities: La curiosidad mató al gatito
10:00:00 Ana Maria Bisbé York Artificial Intelligence Business Intelligence El verdadero poder de Power BI como herramienta de Business Intelligence
10:00:00 Ruslan Zolotukhin Artificial Intelligence Business Intelligence DAX As Power BI Visualization Weapon. Virtual Relationships And Time Intelligence Analytics
10:00:00 Bryan Medrano Ruiz Artificial Intelligence Business Intelligence Integration SCRUM + Microsoft Tools
11:00:00 Shehab El-Najjar Artificial Intelligence Business Intelligence T-SQL Performance Guidelines for the optimal DB stress powers
11:00:00 Walter Calcagno Artificial Intelligence Business Intelligence Levantar Data Warehouse Moderno en Azure
11:00:00 Eduardo Pivaral DBA / Enterprise / Relational / SQL T-SQL: Escribiendo código de alto desempeño
11:00:00 Edison Lecca Big Data Analytics Gráficos animados en R
12:00:00 Dennes Torres Artificial Intelligence Business Intelligence Power BI dataflows : Going beyond the self-service
12:00:00 Kevin Feasel Big Data Analytics Getting Started with Apache Spark
12:00:00 André Melancia DBA / Enterprise / Relational / SQL Hacking SQL Server Is Not Enough
12:00:00 Ana Maria Bisbé York Artificial Intelligence Business Intelligence Escenarios de modelado en DAX, el súper lenguaje de Power BI.
13:00:00 Javier Villegas DBA / Enterprise / Relational / SQL Lo nuevo en SQL Server 2019
13:00:00 Mohammad Darab DBA / Enterprise / Relational / SQL Big Data Clusters for the Absolute Beginner
13:00:00 Raul Martin Sarachaga Diaz Artificial Intelligence Business Intelligence Arquitectura de Datos con Azure Synapse Analytics
13:00:00 Ahias Portillo Artificial Intelligence Business Intelligence Azure Machine Learning en 60 minutos
14:00:00 André Melancia Artificial Intelligence Business Intelligence Machine Learning is full of stars: An Azure Story
14:00:00 Alberto De Rossi DBA / Enterprise / Relational / SQL Mejorando la seguridad de datos sensibles con técnicas de enmascarado en Azure SQL Database
14:00:00 Nicolas Nakasone Artificial Intelligence Business Intelligence Microsoft Genomic Analytics
14:00:00 Juan Rafael Big Data Analytics Power BI con MS Dynamics 365 FO
15:00:00 Javier Villegas DBA / Enterprise / Relational / SQL Introduccion a la Plataforma de Datos de Microsoft Azure
15:00:00 Paresh Motiwala DBA / Enterprise / Relational / SQL Azure Vs. AWS: And the winner is!!!
15:00:00 Gaston Cruz Artificial Intelligence Business Intelligence Processing Tabular Models
15:00:00 Luis Beltran Artificial Intelligence Business Intelligence Chatbots: La interacción entre tus clientes y tus datos
16:00:00 Raul Martin Sarachaga Diaz Artificial Intelligence Business Intelligence Machine Learning con Databricks
16:00:00 Jorge Michael Muchaypiña Gutierrez Artificial Intelligence Business Intelligence Tips que todo amante de Power BI debe conocer ...
16:00:00 Itshak David DBA / Enterprise / Relational / SQL Data virtualization with SQL Server 2019 PolyBase
16:00:00 Mariano Irvin Lopez Jaramillo DBA / Enterprise / Relational / SQL Intelligent Query Processing in sql server 2019
17:00:00 Dennes Torres DBA / Enterprise / Relational / SQL Achieving Wonders with Query Store
17:00:00 Will Velida Big Data Analytics Developing Cosmos DB for the Enterprise
17:00:00 Alfredo Diego Amez Mendes Artificial Intelligence Business Intelligence Consolidando históricos en Power BI
17:00:00 Miguel Arturo Valle Pelaez Artificial Intelligence Business Intelligence IA Data Sience con SQL Server

SessionID: 105706

Azure DevOps duet (60 minutes version)

Back to calendar

Event Date: 04-07-2020 - Session time: 09:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: Kevin Chant

Title: Azure DevOps duet (60 minutes version)

Abstract:

This session will cover the process of developing a CI/CD process starting at getting the team on board and ending with making an actual release.

We will discuss

After this session you will have the tools and knowledge to get started with DevOps and get your development process to the next level.

SessionID: 105834

Keynote

Back to calendar

Event Date: 04-07-2020 - Session time: 09:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Juan Rafael

Title: Keynote

Abstract:

Keynote - Novedades en Data Platform / AI

SessionID: 105454

SQL Curiosities: La curiosidad mató al gatito

Back to calendar

Event Date: 04-07-2020 - Session time: 10:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: André Melancia

Title: SQL Curiosities: La curiosidad mató al gatito

Abstract:

There are weird things in life. Even weirder for developers... "It should work!"... What you see is NOT what you get... There's a bug, a feature, a workaround...

Disclaimer: No feline was harmed in the making of this session. Please do not report it to the Comité Nacional de Ética para el Bienestar Animal.

SessionID: 105645

El verdadero poder de Power BI como herramienta de Business Intelligence

Back to calendar

Event Date: 04-07-2020 - Session time: 10:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Ana Maria Bisbé York

Title: El verdadero poder de Power BI como herramienta de Business Intelligence

Abstract:

Power BI es una gran herramienta, no es perfecta, se hace camino al andar. El equipo de producto y la comunidad que lo arropa lo están haciendo realmente bien. En la sesión se recorren todas las etapas de un proceso Business Intelligence con Power BI.

A través de ejemplos se muestra Power BI como herramienta Business Intelligence al completo. Veremos consultas (ETL), Modelado, Informes, Colaboración, Integración con R y Machine Learning

SessionID: 105652

DAX As Power BI Visualization Weapon. Virtual Relationships And Time Intelligence Analytics

Back to calendar

Event Date: 04-07-2020 - Session time: 10:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Ruslan Zolotukhin

Title: DAX As Power BI Visualization Weapon. Virtual Relationships And Time Intelligence Analytics

Abstract:

At the session, I will show you what problems in building complex analytics and its visualization we encountered while working in a Power BI project. Then about how we easily solved them using the DAX language. We will talk about virtual relationships and time intelligence tricks in DAX

SessionID: 105793

Integration SCRUM + Microsoft Tools

Back to calendar

Event Date: 04-07-2020 - Session time: 10:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Bryan Medrano Ruiz

Title: Integration SCRUM + Microsoft Tools

Abstract:

¿A veces piensas que construyes castillos de arena con tus proyectos? ¿Se te dificulta ver los avances de los miembros de tu equipo y como generar sinergia entre ellos?

Entonces, esta es la sesión ideal para ti. Te mostraremos casos puntuales de la implementación de metodologías ágiles, haciendo uso de la suite de Microsoft y otras herramientas tecnológicas para potencializarlos.

SessionID: 105165

T-SQL Performance Guidelines for the optimal DB stress powers

Back to calendar

Event Date: 04-07-2020 - Session time: 11:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Shehab El-Najjar

Title: T-SQL Performance Guidelines for the optimal DB stress powers

Abstract:

To reach your desired business functionalities, it can be easy using some common T-SQL practices like MTVF , scalar functions , Temp tables, Union…etc and they might perform pretty well on development server coz neither adequate stress of users nor adequate volume of data exist there but actually they seem totally strange once going to live where they become performing badly ending up eventually with and sharp skew of performance and standstill cases sometimes , this is due to the lack of stress powers of T-SQL codes which should be considered largely for critical mission DBs in particular more therefore I am going to talk to you about How to capture expensive queries using different techniques ..?and How to optimize them in the shortest time using scientific ways ..? (10 different T-SQL Practices will be explained within this session)

SessionID: 105579

Levantar Data Warehouse Moderno en Azure

Back to calendar

Event Date: 04-07-2020 - Session time: 11:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Walter Calcagno

Title: Levantar Data Warehouse Moderno en Azure

Abstract:

En esta demo levantaremos una arquitectura de datos en Azure usando SQL SERVER, DATAFACTORY, AZUREDATALAKE GEN2, Y POWER BI

SessionID: 105671

T-SQL: Escribiendo código de alto desempeño

Back to calendar

Event Date: 04-07-2020 - Session time: 11:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: Eduardo Pivaral

Title: T-SQL: Escribiendo código de alto desempeño

Abstract:

Es muy común en el campo de TI que un desarrollador de aplicaciones cambie a un rol de administrador/desarrollador de bases de datos. Incluso cuando los conceptos de programación son los mismos, las habilidades requeridas para escribir correctamente código T-SQL son diferentes.

En esta sesión, aprenderemos algunos consejos básicos para crear código de alto desempeño y mejorar el rendimiento de nuestras bases de datos, desde las primeras etapas de planificación de aplicaciones hasta las aplicaciones existentes que requieran mejoras de rendimiento.

SessionID: 105730

Gráficos animados en R

Back to calendar

Event Date: 04-07-2020 - Session time: 11:00:00 - Track: Big Data Analytics

Speaker: Edison Lecca

Title: Gráficos animados en R

Abstract:

Uso de gráficos animados en R empleando el paquete gganimate.

SessionID: 105395

Power BI dataflows : Going beyond the self-service

Back to calendar

Event Date: 04-07-2020 - Session time: 12:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Dennes Torres

Title: Power BI dataflows : Going beyond the self-service

Abstract:

What was already good has became even better. We were already able to make ETL in Power BI using M, now, using the Power BI Data Flows we are able to store the ETL on the Power BI Portal, control the ETL execution, the data among many ETL steps and share the result with many Power BI files, instead of having to duplicate M scripts across different .PBIX files

This feature allow us to create a more complex and re-usable ETL solution, creating small dataflows and allowing them to be reused in a dataflow hierarchy, which can be re-used in many different datasets, creating a more robust and reusable architecture.

In this session you will understand better how the dataflows are an important feature in making Power BI go way beyond the self-service

SessionID: 105403

Getting Started with Apache Spark

Back to calendar

Event Date: 04-07-2020 - Session time: 12:00:00 - Track: Big Data Analytics

Speaker: Kevin Feasel

Title: Getting Started with Apache Spark

Abstract:

As companies work to gain insight from ever-increasing amounts of data, data platform practitioners need tools which can scale along with the data. Early big data solutions in the Hadoop ecosystem assumed that data sizes overwhelmed available memory, emphasizing heavy disk usage to coordinate work between nodes. As the cost of memory decreases and the amount of memory available per server increases, we see a shift in the makeup of big data systems, emphasizing heavy memory usage instead of disk. Apache Spark, which focuses on memory-intensive operations, has taken advantage of this hardware shift to become the dominant solution for problems requiring distributed data. In this talk, we will take an introductory look at Apache Spark. We will review where it fits in the Hadoop ecosystem, cover how to get started and some of the basic functional programming concepts needed to understand Spark, and see examples of how we can use Spark to solve issues when analyzing large data sets.

SessionID: 105452

Hacking SQL Server Is Not Enough

Back to calendar

Event Date: 04-07-2020 - Session time: 12:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: André Melancia

Title: Hacking SQL Server Is Not Enough

Abstract:

You already know how easy it is to hack SQL Server… But how do you protect your local and cloud servers against enemy agent attacks?

This is a demo-driven session, suited for DBAs, developers and security consultants. Both exploits and security recommendations to avoid them will be covered. Disclaimer: No actual crimes will be committed. Please do not send agents to my house again.

SessionID: 105647

Escenarios de modelado en DAX, el súper lenguaje de Power BI.

Back to calendar

Event Date: 04-07-2020 - Session time: 12:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Ana Maria Bisbé York

Title: Escenarios de modelado en DAX, el súper lenguaje de Power BI.

Abstract:

En el camino a la creación de buenos cuadros de mandos y modelos analíticos, se impone la necesidad de contar con un buen modelado tabular. En la sesión se analizan y solucionan un grupo de escenarios de modelado con DAX y Power BI. Estos escenarios son los que nos encontramos con frecuencia en proyectos.

SessionID: 105182

Lo nuevo en SQL Server 2019

Back to calendar

Event Date: 04-07-2020 - Session time: 13:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: Javier Villegas

Title: Lo nuevo en SQL Server 2019

Abstract:

SQL Server 2019 es la nueva version en el mercado desde Noviembre 2019 . Veremos todas las mejoras en el area de performance y alta disponiblidad. Tambien conoceremos las nuevas plataformas donde podemos correr SQL Server

SessionID: 105419

Big Data Clusters for the Absolute Beginner

Back to calendar

Event Date: 04-07-2020 - Session time: 13:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: Mohammad Darab

Title: Big Data Clusters for the Absolute Beginner

Abstract:

Are you a DBA or data professional working with out-dated technology or feel your skills are quickly becoming irrelevant? Stay ahead in today's ever changing tech space and take your career to the next level.

Join Mohammad Darab this session to explore the cutting-edge technology that SQL Server 2019 has to offer: Big Data Clusters.

Topics include: -Big Data Cluster architecture and its components such as: Containers, Kubernetes and the newly enhanced Polybase -Unique advantage of SQL Server Big Data Clusters -Data Virtualization, Scale-out Data Marts, and Data Hub concepts

SessionID: 105447

Arquitectura de Datos con Azure Synapse Analytics

Back to calendar

Event Date: 04-07-2020 - Session time: 13:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Raul Martin Sarachaga Diaz

Title: Arquitectura de Datos con Azure Synapse Analytics

Abstract:

En esta sesión se mostrará como empeza a dar tu primeros pasos con Azure Synapse Analytics y como esta herramienta se integra con los otros servicios que tiene Azure

SessionID: 105581

Azure Machine Learning en 60 minutos

Back to calendar

Event Date: 04-07-2020 - Session time: 13:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Ahias Portillo

Title: Azure Machine Learning en 60 minutos

Abstract:

En esta charla aprenderemos ¿Que es Azure Machine Learning? , ¿Que soluciones puedo desarrollar?. Para finalizar realizaremos una implementación para entender el potencial de esta gran herramienta.

SessionID: 105449

Machine Learning is full of stars: An Azure Story

Back to calendar

Event Date: 04-07-2020 - Session time: 14:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: André Melancia

Title: Machine Learning is full of stars: An Azure Story

Abstract:

Want to get started with Machine Learning and have no idea what technologies to use?

Don't hybernate your career. Learn about some of technologies available, focusing on Microsoft's offering, such as Azure Machine Learning (Service) workspace, Spark using Azure Databricks and HDInsight, Azure Synapse Analytics, and many more. Disclaimer: All these worlds are yours except Cognitive Service, that's for a different session.

SessionID: 105651

Mejorando la seguridad de datos sensibles con técnicas de enmascarado en Azure SQL Database

Back to calendar

Event Date: 04-07-2020 - Session time: 14:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: Alberto De Rossi

Title: Mejorando la seguridad de datos sensibles con técnicas de enmascarado en Azure SQL Database

Abstract:

Según las técnicas modernas de gobierno de datos, los datos sensibles deben ser tratados correctamente. Ya sea en entornos de producción o de calidad de datos, SQL Azure Database ofrece mecanismos para que los datos puedan ser enmascarados de forma que no puedan ser vistos cuando se hacen consultas a las tablas. En esta sesión veremos cómo implementar esta técnica

SessionID: 105726

Microsoft Genomic Analytics

Back to calendar

Event Date: 04-07-2020 - Session time: 14:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Nicolas Nakasone

Title: Microsoft Genomic Analytics

Abstract:

En esta sesion nos introduciremos al nuevo mundo del analisis genómico usando el poder de la computacion en la nube Azure.

SessionID: 105775

Power BI con MS Dynamics 365 FO

Back to calendar

Event Date: 04-07-2020 - Session time: 14:00:00 - Track: Big Data Analytics

Speaker: Juan Rafael

Title: Power BI con MS Dynamics 365 FO

Abstract:

El poder de PowerBI en Dynamics 365 Finance and Operations para los Workspace.

SessionID: 105181

Introduccion a la Plataforma de Datos de Microsoft Azure

Back to calendar

Event Date: 04-07-2020 - Session time: 15:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: Javier Villegas

Title: Introduccion a la Plataforma de Datos de Microsoft Azure

Abstract:

Azure Data Platform ofrece diversos servicios para todos los profesionales de datos (Data Scientist, DBA , Developers, etc.)

Conoceremos todos estos servicios para así poder seleccionar el más conveniente para nuestro proyecto

SessionID: 105420

Azure Vs. AWS: And the winner is!!!

Back to calendar

Event Date: 04-07-2020 - Session time: 15:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: Paresh Motiwala

Title: Azure Vs. AWS: And the winner is!!!

Abstract:

You've been given an awful task of comparing two of the most prominent cloud vendors. What would you do?

Amazon Web Services (AWS) and Microsoft Azure are two of the biggest names in public cloud computing. Which one is right for you? To help you make that decision, let’s talk about what each provider brings to the public cloud table, and key differences between them. We will look into the following aspects and more:

SessionID: 105580

Processing Tabular Models

Back to calendar

Event Date: 04-07-2020 - Session time: 15:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Gaston Cruz

Title: Processing Tabular Models

Abstract:

SessionID: 105681

Chatbots: La interacción entre tus clientes y tus datos

Back to calendar

Event Date: 04-07-2020 - Session time: 15:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Luis Beltran

Title: Chatbots: La interacción entre tus clientes y tus datos

Abstract:

Una de las aplicaciones de Inteligencia Artificial más atractivas son los chatbots, que interactúan con los usuarios en tiempo real ayudándolos en tareas tales como reservar un hotel, responder una pregunta o buscar información específica en Internet, mientras simulan que un humano real está detrás la escena.

Los datos son conocimiento, por lo que almacenamientos como Azure SQL se pueden usar como entrada para un bot que ayuda a los clientes de una empresa a procesar información y devolver resultados.

Esta sesión se enfocará en explicar a los actores involucrados al construir un bot capaz de obtener datos de su almacenamiento, incluyendo Azure SQL Database, Microsoft Bot Framework y LUIS (Language Understanding Intelligent Services). Una aplicación móvil creada con Xamarin se utilizará como parte de la demostración.

SessionID: 105446

Machine Learning con Databricks

Back to calendar

Event Date: 04-07-2020 - Session time: 16:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Raul Martin Sarachaga Diaz

Title: Machine Learning con Databricks

Abstract:

En esta sesión se mostrará como crear modelos predictivos con Databricks y explorar otras características como MLFlows

SessionID: 105643

Tips que todo amante de Power BI debe conocer ...

Back to calendar

Event Date: 04-07-2020 - Session time: 16:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Jorge Michael Muchaypiña Gutierrez

Title: Tips que todo amante de Power BI debe conocer ...

Abstract:

En esta sesión veremos técnicas de recopilación de datos, moldeamiento y visualización de datos. Técnicas muy puntuales pero de mucha ayuda en los proyectos.

SessionID: 105663

Data virtualization with SQL Server 2019 PolyBase

Back to calendar

Event Date: 04-07-2020 - Session time: 16:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: Itshak David

Title: Data virtualization with SQL Server 2019 PolyBase

Abstract:

Data virtualization with SQL Server 2019 PolyBase

SQL Server has provided features like linked servers, replication, and integration services to integrate data from other data sources. In this session we will learn about the improvements to PolyBase in SQL Server 2019, which allows you to extend the querying capability to data sources like SQL Server, Oracle, MongoDB, Redis, Hadoop CDH, and other data sources. You also get insights on the design, capabilities, and performance advantages of PolyBase, save ETL Processes as follows: • Installing and Configuring PolyBase Windows Linux • Connecting to Hadoop • Using Predicate Pushdown to Enhance Query Performance • Packet Capture With\Without Predicate Pushdown • When to use Predicate Pushdown • Limitations on Pushdown with Complex Filters • MapReduce Vs Pushdown

Built-In Integrations: Oracle, MongoDB , Radis and More Integrating via ODBC : Apache Spark , Apache Hive, Microsoft Excel Monitor PolyBase with Dynamic Management Views .

SessionID: 105717

Intelligent Query Processing in sql server 2019

Back to calendar

Event Date: 04-07-2020 - Session time: 16:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: Mariano Irvin Lopez Jaramillo

Title: Intelligent Query Processing in sql server 2019

Abstract:

The intelligent query processing (IQP) feature family includes features with broad impact that improve the performance of existing workloads with minimal implementation effort to adopt.

SessionID: 105399

Achieving Wonders with Query Store

Back to calendar

Event Date: 04-07-2020 - Session time: 17:00:00 - Track: DBA / Enterprise / Relational / SQL

Speaker: Dennes Torres

Title: Achieving Wonders with Query Store

Abstract:

Query Store, a new feature released with SQL Server 2016, can allow you to achieve wonders on the SQL Server query tuning universe: starting from ensuring that an upgrade will work and up to knowing exactly when a change on the database created a tuning problem, you will discover in this session how to find problems hidden in the middle of your server activity using T-SQL queries and Power BI to analyse the information and identify even complex problems such as parameter sniffing problems

SessionID: 105405

Developing Cosmos DB for the Enterprise

Back to calendar

Event Date: 04-07-2020 - Session time: 17:00:00 - Track: Big Data Analytics

Speaker: Will Velida

Title: Developing Cosmos DB for the Enterprise

Abstract:

Azure Cosmos DB is an awesome multi-model database service that allows us to distribute our data on a global scale. It's fairly easy to get started with Cosmos DB, but when it comes to implementing it for use within our Enterprise applications, there are many things that you will want to consider when developing a Cosmos DB database.

In this session, I'll cover important topics that you'll want to consider when developing and administrating Cosmos DB for Enterprise use, including security considerations, partitioning, provisioning throughput for your databases and collections, distributing your data and much more.

By the end of this session, you should be able to take these learnings and apply them when developing Cosmos DB applications for your business.

SessionID: 105619

Consolidando históricos en Power BI

Back to calendar

Event Date: 04-07-2020 - Session time: 17:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Alfredo Diego Amez Mendes

Title: Consolidando históricos en Power BI

Abstract:

Se consolidará historicos en formato CSV, para su carga incremental automática en Query Editor de Power BI.

SessionID: 105729

IA Data Sience con SQL Server

Back to calendar

Event Date: 04-07-2020 - Session time: 17:00:00 - Track: Artificial Intelligence Business Intelligence

Speaker: Miguel Arturo Valle Pelaez

Title: IA Data Sience con SQL Server

Abstract:

Data being an important asset for all businesses to apply data science and why it is important to the database person and how to encapsulate machine learning and AI models as part of SQL Server stored procedure enables SQL Server serve AI with data