Tableau Business Science is a new class of AI-powered analytics that
lowers the barrier to data science techniques, enabling business users
and analysts to make smarter decisions faster. In a market where agility
is the ultimate competitive advantage, Business Science empowers more
people with data, with simplified model creation, predictions, what-if
scenarios, forecasting and other analytical methods – all using clicks,
not code.
Tableau will deliver Einstein Discovery in its 2021.1 update, the first
major release enabling Business Science. Integrating Einstein
Discovery’s trusted, real-time predictions and recommendations into
Tableau will help people go beyond understanding what happened and why
it happened, to explore likely business outcomes and inform proactive
action. For more than five years, Einstein Discovery has helped
Salesforce customers surface insights and understand patterns across
millions of rows of data in minutes, without requiring sophisticated
data models.
“Today, data science is out of reach for most business users. Business
analysts have relied on data scientists to extract powerful, precise
insights using sophisticated models. But getting to those insights can
be complex, expensive and time consuming,” said Chandana Gopal, research
director, future of intelligence, IDC. “While data science can unlock
powerful insights, there is sometimes a trade-off between precision and
time-to-insight. Business Science recognizes that trade-off and seeks to
make data science accessible and actionable for more people.”
Business Science will elevate the work of both data scientists and
advanced analysts.
“Data science has always been able to solve big problems but too often
that power is limited to a few select people within an organization,”
said Francois Ajenstat, chief product officer, Tableau. “To build truly
data-driven organizations, we need to unlock the power of data for as
many people as possible. Democratizing data science will help more
people make smarter decisions faster.”
Customers can use Business Science to improve supply chain efficiency,
predict likelihood of purchase or maximize delivery of goods or
services, for example. Data science could help with vaccine research and
development, while Business Science could help with distribution and get
shots in people’s arms.
“Machine Learning platforms like Einstein Discovery are the next
frontier in democratizing data science,” said Siddharth Dayama, senior
manager of data analytics, Verizon. “Einstein Discovery integrated into
Tableau brings predictive capabilities to the existing inventory of
dashboards companies already have, and when that’s combined with
auto-generated machine learning models, businesses can explore patterns,
trends and correlations in their historical data without writing a
single line of code. Layering ML/AI capabilities on existing BI
infrastructure opens up a world of possibilities in day-to-day business
problem solving.”
Einstein Discovery insights are integrated into your Tableau
workflow, so you never need to disrupt your analysis.
Additional capabilities available in 2021.1 include:
New
Microsoft Azure Connectivity Improvements allow people to connect to
their data in Azure SQL Database (with Azure Active Directory) and Azure
Data Lake Gen 2. Tableau also now supports Azure Active Directory in two
existing connectors, Azure Synapse and Azure Databricks.
A new Extension Gallery helps people easily search for and discover
connectors and dashboard extensions within Tableau. From the gallery,
customers can easily discover and install connectors and dashboard
extensions that add functionality to their dashboards and connectors
that enable Tableau to access additional databases and applications,
within their Tableau workflow.
A redesigned notification experience displays a Tableau user’s shares,
comments, extracts and prep flows together in one dedicated space. This
communicates all important changes across the organization. People can
choose where to receive these notifications — directly in Tableau, email
or both — ensuring they’re aware of important alerts or updates.
Quicker, easier Level of Detail (LOD) expressions let people use context
menus or drag-and-drop a measure onto a dimension to automatically
create a Level of Detail expression with the default aggregation.
A new Salesforce Customer 360 Audiences Connector natively connects
Tableau to Customer 360 Audiences, uncovering insights in detailed
customer data. With the new connector, Tableau customers can explore by
campaign, channel and multiple customer dimensions to understand the
‘who’ and ‘why’ behind their cross-channel engagement results.