Analytics in the Cloud using Microsoft Azure Luigi Delfin SQL Business Intelligence Developer One Call Care Management

Topics Review of Azure Analytics Tools and Services Adventure Works DB Azure Analysis Services Excel Pivot Report Power BI Dashboard Azure Machine Learning Azure Data Factory

Azure Analytics Power BI Azure Analysis Services Azure Machine Learning Azure Data Factory Azure Logic Apps Cognitive Services Azure HDInsight Azure Databricks Azure Data Lake Analytics Azure Data Lake Store Azure Data Catalog Azure Event Hubs

Adventure Works Data Warehouse Fictitious multinational manufacturing company Sells bicycles, clothing, accessories, etc. I have added around 10 million records to the Internet Sales Transaction Table

Why Use Azure Analysis Services Data Model in the cloud Can store and standardize filters, relationships and metrics Can be used as Data Source of Excel, PowerBI, Apps Speed Security Scalability

Why Use Azure Analysis Services Diagnostics Logging (audit, usage, etc) Query Scale Out Integrated with other Azure Services

Adventure Works DW Schema

SSAS Demo

Azure SSAS Portal Setup

SSAS Deployment

Excel using Azure Analysis Services

What is Power BI? Microsoft Business Analytics Service Interactive Dashboards and Visualization Self-Service Business Intelligence Independence from IT staff or DBAs

Why User Power BI? Easy to use and share Easy to understand Can be accessed via web or mobile (Android & iOS) Can connect to difference data sources Can transform and shape data

Power BI Demo

Objectives Predict if a customer will buy a bike or not Identify key features that influences a customer to buy a bike or not

3 Types of Machine Learning Supervised Learning Labeled Data, Direct Feedback, Predict Outcome Unsupervised Learning Find hidden structure of Data, No labels, No Feedback, Reinforcement Learning Decision Process, Reward System, Learn Actions

Azure Machine Learning

Excel Calling AzureML Web Service

Azure Data Factory Pipeline

Summary Review of Analytics Tools Adventure Works DW Case Study Import Data and Process in Azure Analysis Services Author Excel Pivot Report With Cube Data Author Power BI Dashboard and Deploy to the Cloud Predictive Analytics using Azure Machine Learning Data Factory File Processing using AzureML

Questions? Thank you!! luigidelfin@yahoo.com