WELCOME

Data has the potential to solve
the world’s toughest problems

DATA SCIENCE AND
MACHINE LEARNING
BUSINESS ANALYTICS
AND REPORTING
Tough Problems
What does it
take to solve
these problems
with data?
DATA

DATA-MARTS
VALIDATION
DATA
WAREHOUSE
TABLES
TALENDETL
INFORMATICA ETL
DATA
STORE
STREAM BATCH
REPROCESSING
UPDATE AND MERGE
JOBS
EXPERIMENT TRACKING
MODEL
MANAGEMENT
PRODUCTION DEPLOYMENT
NOTEBOOKS & IDES
KEY/VALUE
Azure
Machine
Learning
AWS
SageMaker
DATA SCIENCE AND
MACHINE LEARNING
BUSINESS ANALYTICS
AND REPORTING
DATA LAKES
Azure Blob | AWS S3 | HDFS
STREAMS
Kafka | Azure Event Hub | AWS Kinesis
NoSQL
Mongo | AWS DynamoDB | Azure Cosmos
Organizations are
failing to solve
these problems
due to data, tech
and people silos

DATA-MARTS
VALIDATION
DATA
WAREHOUSE
TABLES
TALENDETL
INFORMATICA ETL
DATA
STORE
STREAM BATCH
REPROCESSING
UPDATE AND MERGE
JOBS
EXPERIMENT TRACKING
MODEL
MANAGEMENT
PRODUCTION DEPLOYMENT
NOTEBOOKS & IDES
KEY/VALUE
Azure
Machine
Learning
AWS
SageMaker
Why do organizations
fail to unlock
business value?
DATA SCIENCE AND
MACHINE LEARNING
BUSINESS ANALYTICS
AND REPORTING
Data quality and reliability
Multiple copies of inconsistent
data built with unreliable pipelines
DATA LAKES
Azure Blob | AWS S3 | HDFS
STREAMS
Kafka | Azure Event Hub | AWS Kinesis
NoSQL
Mongo | AWS DynamoDB | Azure Cosmos

DATA SCIENCE AND
MACHINE LEARNING
BUSINESS ANALYTICS
AND REPORTING
Data quality and reliability
Multiple copies of inconsistent
data built with unreliable pipelines
DATA LAKES
Azure Blob | AWS S3 | HDFS
STREAMS
Kafka | Azure Event Hub | AWS Kinesis
NoSQL
Mongo | AWS DynamoDB | Azure Cosmos
Why do organizations
fail to unlock
business value?
DATA-MARTS
VALIDATION
DATA
WAREHOUSE
TABLES
TALENDETL
INFORMATICA ETL
DATA
STORE
STREAM BATCH
REPROCESSING
UPDATE AND MERGE
JOBS
EXPERIMENT TRACKING
MODEL
MANAGEMENT
PRODUCTION DEPLOYMENT
NOTEBOOKS & IDES
KEY/VALUE
Azure
Machine
Learning
AWS
SageMaker
Disparate technologies
Must stitch together dozens of
software frameworks

DATA-MARTS
VALIDATION
DATA
WAREHOUSE
TABLES
TALENDETL
INFORMATICA ETL
DATA
STORE
STREAM BATCH
REPROCESSING
UPDATE AND MERGE
JOBS
EXPERIMENT TRACKING
MODEL
MANAGEMENT
PRODUCTION DEPLOYMENT
NOTEBOOKS & IDES
KEY/VALUE
Azure
Machine
Learning
AWS
SageMaker
Data quality and reliability
Multiple copies of inconsistent
data built with unreliable pipelines
Disparate technologies
Must stitch together dozens of
software frameworks
Fragmented security
End-to-end security and
enterprise SLAs are a nightmare
DATA SCIENCE AND
MACHINE LEARNING
BUSINESS ANALYTICS
AND REPORTING
DATA LAKES
Azure Blob | AWS S3 | HDFS
STREAMS
Kafka | Azure Event Hub | AWS Kinesis
NoSQL
Mongo | AWS DynamoDB | Azure Cosmos
Why do organizations
fail to unlock
business value?

DATA SCIENCE AND
MACHINE LEARNING
BUSINESS ANALYTICS
AND REPORTING
Databricks accelerates
data-driven innovation
DATA-MARTS
VALIDATION
DATA
WAREHOUSE
TABLES
TALENDETL
INFORMATICA ETL
DATA
STORE
STREAM BATCH
REPROCESSING
UPDATE AND MERGE
JOBS
EXPERIMENT TRACKING
MODEL
MANAGEMENT
PRODUCTION DEPLOYMENT
NOTEBOOKS & IDES
KEY/VALUE
Azure
Machine
Learning
AWS
SageMaker
VALIDATION
DATA
WAREHOUSE
TABLES
TALENDETL
INFORMATICA ETL
DATA
STORE
STREAM BATCH
REPROCESSING
UPDATE AND MERGE
JOBS
KEY/VALUE
High quality data with great performance
UNIFIED DATA SERVICE
STREAMS
Kafka | Azure Event Hub | AWS Kinesis
Cloud Data Lake (Azure ADLS & AWS S3)
NoSQL
Mongo | AWS DynamoDB | Azure Cosmos
ACID transactions on data lakes
reliable, high quality, performant
data, mixing streaming and batch

DATA-MARTS
VALIDATION
DATA
WAREHOUSE
TABLES
TALENDETL
INFORMATICA ETL
DATA
STORE
STREAM BATCH
REPROCESSING
UPDATE AND MERGE
JOBS
EXPERIMENT TRACKING
MODEL
MANAGEMENT
PRODUCTION DEPLOYMENT
NOTEBOOKS & IDE”S
KEY/VALUE
Azure
Machine
Learning
AWS
SageMaker
DATA SCIENCE WORKSPACE
ML Runtime
DATA SCIENCE AND
MACHINE LEARNING
BUSINESS ANALYTICS
AND REPORTING
High quality data with great performance
UNIFIED DATA SERVICE
STREAMS
Kafka | Azure Event Hub | AWS Kinesis
Cloud Data Lake (Azure ADLS & AWS S3)
NoSQL
Mongo | AWS DynamoDB | Azure Cosmos
Databricks accelerates
data-driven innovation
BI INTEGRATIONS
Access all your data
Notebooks
ACID transactions on data lakes
reliable, high quality, performant
data, mixing streaming and batch
Hosted notebooks, ML runtime,
MLflow
collaborative platform for data
teams across the full product
lifecycle

Managed enterprise cloud service
End-to-end security, SLAs, and
administration
ACID transactions on data lakes
reliable, high quality, performant
data, mixing streaming and batch
Hosted notebooks, ML runtime,
MLflow
collaborative platform for data
teams across the full product
lifecycle
DATA SCIENCE AND
MACHINE LEARNING
BUSINESS ANALYTICS
AND REPORTING
ENTERPRISE CLOUD SERVICE
Enterprise
Security
Simple
Administration
Production
Scale
BI INTEGRATIONS
Access all your data
ML Runtime
High quality data with great performance
UNIFIED DATA SERVICE
Databricks accelerates
data-driven innovation
Notebooks
DATA SCIENCE WORKSPACE

Unify people, data, and AI to solve
the world’s toughest problems
AI
PeopleData
Solving the
world’s
toughest
problems

Saving lives
Curing chronic liver disease with genomics

Combatting fraud
Protecting the largest security markets

Conserving the planet
Smart consumption of home energy