article thumbnail

Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP). It is also a sound strategy when experimenting with several parameters at the same time.

article thumbnail

Deliver on your data strategy with a data fabric

IBM Big Data Hub

When it comes to selecting an architecture that complements and enhances your data strategy, a data fabric has become an increasingly hot topic among data leaders. When I rejoined IBM in 2016, enterprise-level data and its use was having a pivotal moment. How IBM built its own data fabric . But there’s more discussion to be had.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Oracle makes its pitch for the enterprise cloud. Should CIOs listen?

CIO Business Intelligence

“Oracle Cloud Infrastructure is now capable of hosting a full range of traditional and modern IT workloads, and for many enterprise customers, Oracle is a proven vendor,” says David Wright, vice president of research for cloud infrastructure strategies at research firm Gartner. Secondly, the company will continue to invest in SaaS.

article thumbnail

Why adopt a hybrid, multi-cloud strategy?

Cloudera

In 2016, 60.9% A hybrid, multi-cloud strategy is the best approach to managing these distributed, heterogeneous data ecosystems. Three key reasons why a hybrid, multi-cloud strategy is important for your organization: Data gravity. Transforming Your Business with Multi-cloud and Hybrid Strategies.

article thumbnail

Build and manage your modern data stack using dbt and AWS Glue through dbt-glue, the new “trusted” dbt adapter

AWS Big Data

The team uses dbt-glue to build a transformed gold model optimized for business intelligence (BI). Materializations – Materializations are strategies for persisting dbt models in a warehouse. There are three strategies for incremental materialization. The merge strategy requires hudi , delta , or iceberg.

Data Lake 105
article thumbnail

Chipotle’s recipe for digital transformation: Cloud plus AI

CIO Business Intelligence

Part of the strategy and policy that we put in place in early 2016 around the cloud was that the closer we were to the consumer experience, the more we could abstract from that consumer experience and leverage cloud and commodity services.”

article thumbnail

Create High-Impact Data Visualizations: Nine Effective Strategies

Occam's Razor

The sixteen examples neatly fall into nine strategies I hope you’ll cultivate in your analytics practice as you create data visualizations: 1: The Simplicity Obsession. Strategy 1: The Simplicity Obsession. Strategy 2: If Complex, Focus! Strategy 3: Venn Diagrams FTW! Strategy 4: Interactivity With Insightful End-Points.