How to leverage Machine Learning Services in SQL Server

How to leverage Machine Learning Services in SQL Server

Tejas Shah ¨C Senior Program Manager

tejasaks@

Machine Learning Introduction

Predict properties of new data by learning from a sample

?

?

?

?

?

?

Predict sales of stores in a region based on historical sales

Predict probability of fraud on a new credit card transaction

Predict default of a new loan based on loan / transaction history

Predict sentiment of a new tweet or review

Classify new image(s) based on sample images & attributes

Classify data into groups or clusters

Popular ML technologies

? R & Python

Popular programming languages

? Java

Bringing intelligence to where data lives

Application

Application +

Intelligence

VS

Intelligence

+ Database

Database

Regular Database + App

Intelligence Database + App

Popularity of Java

Source: Stack Overflow survey 2018

Tiobe programming language index

SQL Server external language integrations

SQL Server

2016

R

SQL Server

2017

Python

R-Services

SQL Server Machine Learning Services

SQL Server

2019

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