Say goodbye to data silos! Analytics in a Day will simplify and accelerate your journey towards the modern data warehouse. Join CCG and Microsoft for a half-day virtual workshop, hosted by James McAuliffe.
1. Analytics in a day
Cloud analytics in the age of
self-service and data science
2. Agenda
Workshop Instruction & Discussion
9:00 – 9:30 Harness the power of analytics
9:30 – 10:15 Experience a new class of analytics with Azure Synapse
Break for 15 min and Set Up Lab
Hands-on lab
10:30 – 1:00 Hands-on lab using Azure Synapse and Power BI
Times are approximate and will be fluid with the class
3. Housekeeping
Please message Sami
with any questions,
concerns or if you
need assistance during
this workshop.
Please mute your line!
We will be applying mute.
This session will be
recorded.
If you do not want to be
recorded, please disconnect at
this time.
Links:
See chat window.
Worksheet:
See handouts.
To make presentation
larger, draw the
bottom half of screen
‘up’.
4. James McAuliffe,
Cloud Solution Architect
James McAuliffe is a Cloud Solution Architect with over 20 years of technology
industry experience. During this journey into data and analytics, he’s held all of the
traditional Business Intelligence Solution project roles, ranging from design and
development to complete life cycle BI implementations. He is a Microsoft Preferred
Partner Solutions expert and has worked with clients of all sizes, from local
businesses to Fortune 500 companies.
And I like old Italian cars.
linkedin.com/in/jamesmcauliffesql/
6. A premier Microsoft partner, CCG uses leading cloud
platforms to develop solutions and provide analytics that
help customers advance their digital strategies.
6
PARTNERSHIP SPOTLIGHT: MICROSOFT
Certifications
Gold Partner
Independent System Vendor (ISV)
and Co-Seller
AI Inner Circle Partner
Technologies
Azure Data Services
Azure Data Factory
Azure Data Lake Store
Azure Databricks
Azure Cognitive Services
Azure Machine Learning
Azure Stream Analytics
Azure Analysis Services
Azure Synapse Analytics
Power BI Platform
7. Offerings Overview
7
Data and
Analytics Strategy
Advanced Analytics,
Machine Learning, and AI
Data Management
and Data Governance
Enterprise Business
Intelligence
Cloud Strategy, Migration,
And Management
8. Harness the power of analytics
Section 1
All businesses are data businesses
Section 2
The cloud for modern analytics
Section 3
The paradox of analytics
Section 4
The analytics continuum
16. Structured, unstructured, and streaming data
integrated in a single, scalable, environment
A cloud analytics platform
is the hub for all data models
18. Data Landscape – Volume and Pressure
IDC Data Age 2025 - The Digitization of the World
19. While data grows 400%, less than 30% gets analyzed
2025
2020
44ZB 175ZB
20. * Harvard Business Review (2019), Understanding why analytics strategies fall short for some, but not for others
Analytics & AI is the #1 investment for business leaders,
however they struggle to maximize ROI
80% 55%
?
22. Each new technology creates
another siloed operation
Big data
Data integration
Machine learning
Business intelligence
Data governance
Security
paradox
32. The first unified, cloud native
platform for converged analytics
Azure Synapse is the only unified platform for
analytics, blending big data, data warehousing,
and data integration into a single cloud native
service for end-to-end analytics at cloud scale.
33. Powered by a new cloud native
distributed SQL engine
34. Flexible consumption models
Serverless pay-per-query ideal for ad-hoc data lake
exploration and transformation
Dedicated clusters optimized mission-critical data
warehouse workloads
Serverless Dedicated
35. ➢ Comprehensive security and compliance
➢ Streamlined data integration
➢ Flexible data warehousing
➢ Real-time operational analytics
➢ Integrated machine learning
➢ Power BI + Azure Synapse
37. Category Feature
Data Protection
Data in transit
Data encryption at rest
Data discovery and classification
Access Control
Object level security (tables/views)
Row level security
Column level security
Dynamic data masking
Column level encryption
Authentication
SQL login
Azure active directory
Multi-factor authentication
Network Security
Managed virtual network
Custom virtual network
Firewall
Azure ExpressRoute
Azure Private Link
Threat protection
Threat detection
Auditing
Vulnerability assessment
Isolation
Dedicated metadata store
Hosted in customer tenant
Best-in-class security
Customer & System Managed Keys
All data encrypted by default
Up to 3x levels of data encryption at rest
Democratize data at scale with fine-grained ACL
Proactive protection
Comprehensive Compliance
38. Eliminate network maintenance
One-click enables automated management of virtual
networks between cluster endpoints
Synapse resources only ever interop with private
endpoints
No management of subnets or IP Ranges
Prevents data exfiltration
Compliance boundary
39. More than just data security
Native integration with Azure Purview
Automatically discover and classify data assets
End-to-end data lineage
41. Fully-managed elastic platform
Elastic compute that can be easily optimized to
different classes of workload
All features available in a single tier
Infinite cost effective PAYG storage
42. SQL Editor
Automatic code completion (Intellisense)
Script collaboration within the Workspace
Built-in visualizations
Easily switch between clusters
43. TPC-H and TPC-DS Leader
Price/performance leadership relative to other cloud
data warehouses
“Polaris” is the only query engine to successfully
complete TPC-H at 1PB scale
https://aka.ms/synapse-dqp
11.5
7
62
9.5
28
2.5
30.5
48.5
99
22.5
9
5
11.5
6.5
2 5
27
99.5
18.5 21
95.5
8
Q1 Q2 Q3 Q4 Q5 Q6 Q7 Q8 Q9 Q10 Q11 Q12 Q13 Q14 Q15 Q16 Q17 Q18 Q19 Q20 Q21 Q22
TPC-H 1 petabyte execution times
$47
$152
$564
$51
DW30000C 4X-Large BigQuery dc2.8xlarge
60N
Test-H 30TB
Price/performance @30TB
($ per query per hour) lower is better
$153
$286 $309
$570
Azure
Synapse
Redshift Snowflake
Enterprise
BigQuery Flat
Rate
Test-DS 30TB
Price/performance comparison (lower is better)
* “GigaOm Analytics Field Test-H Benchmark Report” January 2019; “GigaOm Analytics Field Test-DS Benchmark Report” April 2019
44. Only platform to complete TPC-H
benchmark at 1 Petabyte
Massive concurrency
Global workload graph
Workload aware query scheduling
https://aka.ms/synapse-dqp
45. Workload management
Azure Synapse supports a more diverse set of workload management tools through workload importance, intra-cluster isolation, and elastic clusters.
Scale in Scale out
Workload Importance Workload Isolation
Workload Group B 40%
Elastic Cluster (Scale Up)
2000 cDWU
46. Chooses the most secure cloud DW, Azure Synapse Analytics,
to transform two business critical Teradata systems
Challenge
Solution
52. Real-time operational analytics
One-click enablement in Azure Portal
No data integration pipelines required
Near-zero impact on operational systems
Latency <90s at 99th percentile
Azure Cosmos DB
Analytical Store
Column store optimized
for analytical queries
Transactional Store
Row store optimized for
transactional operations
Azure Synapse
Analytics
Cloud-Native HTAP
Azure Synapse Link
53. Event Hubs
IoT Hub
T-SQL language
Built-in streaming ingestion & analytics
Streaming Ingestion Dedicated SQL Pool
Synapse SQL
IoT ingestion without aggregation
Ingress up to 720 gigabytes/hour of raw events
Analyze data in-flight using SQL language Azure
Stream Analytics
Join streaming data with other data assets in the
data warehouse and data lake
54. “Azure data services have been
seamlessly integrated into existing
infrastructure, which was especially
helpful with respect to authentication
and user access management.”
New ways for optimizing Snow production
and operational costs with Azure Synapse
Challenge
Solution
56. Democratize predictive power
Synapse makes predictive analytics accessible to all
Notebooks provides a code authoring experience for
complex predictive models
Automatic ML graphical interface provides a no-
code experience for creating ML models
Native integration with Azure Cognitive Search
provides access to pre-built models
All Code Low/no-Code Pre-built models
57. Code-first ML model development
PySpark, Scala, and C# languages supported
Automatic code completion (Intellisense)
Author multiple languages in a single notebook
Analyze data from the data warehouse, data lake,
and real-time operational data from one place
58. Data + Languages
Languages such as SQL, PySpark, Scala and
C# in support of data science and data
warehouse workloads
The data lake supports and unlimited set of file
formats including Parquet, ORC and Json as well as
audio, image, and video formats
Language
Data
59. All you need is data
Fully automated feature exploration
60. Code-free in Synapse Studio
No-code creation on Machine Learning models
Democratize ML to everyone since no data science
domain knowledge required
Support for ensemble models
Supports classification, regression, and
time-series forecasting
61. Code-free in Synapse Studio
No-code references to machine learning models
Democratize ML to everyone since no data science
domain knowledge required
Easily embed in SQL stored procedures for
transformation of Views for reporting
62. SELECT d.*, p.Score FROM PREDICT(MODEL = @onnx_model, …
In-engine ML scoring
Machine learning models executed using SQL
“In-engine” for performance and scalability
No data leaves the platform for scoring
No additional cost for scoring
T-SQL Language
Synapse SQL
Model Data Predictions
63. Power BI + Azure Synapse
An unmatched combination
64. Where do you find yourself on the curve?
Hindsight Insight Foresight
Value
Difficulty
What happened?
Descriptive Analysis
Why did it happen?
Diagnostic Analysis
What will happen?
Predictive Analysis
How can we make it happen?
Prescriptive Analysis
65. Where do you find yourself on the curve?
Hindsight Insight Foresight
Value
Difficulty
What happened?
Descriptive Analysis
Why did it happen?
Diagnostic Analysis
What will happen?
Predictive Analysis
How can we make it happen?
Prescriptive Analysis
BI
66. BI + Analytics unlock the door to AI, machine learning, and
real-time insights
Hindsight Insight Foresight
Value
Difficulty
What happened?
Descriptive Analysis
Why did it happen?
Diagnostic Analysis
What will happen?
Predictive Analysis
How can we make it happen?
Prescriptive Analysis
Analytics
BI
67. Unified experience to enrich data
Automated ML for rapid development
Seamless collaboration
68. Build dashboard in Synapse Studio
Code-free experience for development rich
visualizations
One-click publishing to for secure consumption
across the enterprise
69. Visualize
and report
Power BI
Model
& serve
Azure Synapse
Analytics
CDM
Folders
Azure Data
Lake Storage
Respond instantly
Enable instant response times with
Power BI Aggregations on massive
datasets when querying at the
aggregated level
Get granular with your data
Queries at the granular level are
sent to Azure Synapse Analytics
with DirectQuery leveraging its
industry-leading performance
Save money with
industry-leading performance
Azure Synapse Analytics is up to
14x faster and 94% cheaper than
other cloud providers
View reports with
a single pane of glass
Skip the configuration when
connecting to Power BI with
integrated Power BI-authoring
directly in the Azure Synapse Studio
Accelerate business value with a powerful analytics platform
70. Customers using Azure Synapse & Power BI today
are transforming their business with purpose
27%
Faster time
to insights
271% Average ROI
26%
Lower total cost
of ownership
60%
Increased customer
satisfaction
* Forrester, October 2019, “The Total Economic Impact of Microsoft Azure Analytics with Power BI”
83. Cloud native ETL/ELT
95+ connectors available
Secure connectivity to on-premise data sources,
other clouds, and SaaS applications
Code-first and low/no code design interfaces
Schedule and Event based triggering
Code-free
106. Get started today
Create a free Azure account and get started with Azure Synapse Analytics:
https://azure.microsoft.com/en-us/free/synapse-analytics/
Submit info for free proof of value package for modernizing SAP workloads:
https://aka.ms/synapse-qlik
Submit info for free proof of value package for migrating on-prem data warehouse:
http://aka.ms/synapse-informatica
Learn more:
https://aka.ms/synapse
107. Use the limited time offer to save up to 76
percent when migrating to Azure Synapse
https://aka.ms/synapse-migration-offer
108. Analytics in a Day
Thank You!
James McAuliffe
jmcauliffe@ccganalytics.com
https://www.linkedin.com/in/jamesmcauliffesql/
https://ccganalytics.com/
110. Supply Chain Intelligence
and Finance Analytics Migrate and Modernize
Data from
SAP ECC
Legacy DW
appliance
Each motion has a customized free proof of value package
111. Azure Synapse + Power BI + Qlik Data Integration
Free Proof of Value for SAP ERP
Free Deep Dive Session
Free ½ Day Solution
Architecture Workshop
Free Software
Subscriptions
Free Technical and
Subject Matter Expertise
Azure Synapse Expert Support
Azure Synapse Expert Support
Azure Synapse Analytics
(data warehousing) + Power BI
(for duration of POV)
Azure Synapse Analytics and
Power BI Expertise
(for duration of POV)
SAP Real-time Data Integration
Expert Support
1:1 Deep-Dive with Qlik Data
Integration Team
Qlik Data Integration for Data
Warehouse Automation
(for duration of POV)
Qlik Data Integration and
SAP Expertise
(for duration of POV)
112. Get started today with your free proof
of value from Microsoft and Qlik
https://aka.ms/synapse-qlik
113. Azure Synapse + Informatica
Free Proof of Value
Free Hands-On
Migration Workshop
TCO Assessment
Free Data Catalog
& ETL Migration
Free Code Conversion
Global Black Belt Support
On-premises Data Warehouse
Code Conversion
Azure Synapse Analytics (data
warehousing) Subscription
(for duration of PoV up to 30 days)
Cloud Data Warehouse Modernization
Workshop on Azure
Customized Migration
TCO Assessment
Enterprise Data Catalog (EDC)
Intelligent Cloud Services (IICS)
(for duration of PoV up to 30 days)
Free Azure Synapse
Subscription
114. Get started today with your free proof
of value from Microsoft and Informatica
http://aka.ms/synapse-informatica