AWS Big Data

SEPTEMBER 6, 2023

It’s appreciated for its user-friendly approach, ability to scale automatically, and cost-saving benefits over other Kafka solutions. Another benefit of using IAM is that you can use IAM for both authentication and authorization. For testing, this post includes a sample AWS Cloud Development Kit (AWS CDK) application.

Testing 100

Testing Metadata Cost-Benefit Management 100

O'Reilly on Data

SEPTEMBER 19, 2023

.” Consider the structural evolutions of that theme: Stage 1: Hadoop and Big Data By 2008, many companies found themselves at the intersection of “a steep increase in online activity” and “a sharp decline in costs for storage and computing.” Other groups have tested evolutionary algorithms in drug discovery.

Machine Learning 243

Machine Learning Testing Modeling Cost-Benefit 243

Occam's Razor

OCTOBER 15, 2012

The cost of failure in the offline world is so high that even when the cost of failure is low (online), they don't want to take the smallest risk. Note: The IAB (Interactive Advertising Bureau) and Google both benefit in their own way from the use of digital platforms. What you see is for 2012. We don't.

Advertising 136

Advertising Marketing Strategy Insurance 136

AWS Big Data

OCTOBER 19, 2023

Customers uploading and searching through decades of photos helped turn search into critical infrastructure, growing steadily since SmugMug first used Amazon CloudSearch in 2012, followed by Amazon OpenSearch Service since 2018, after reaching billions of documents and terabytes of search storage.

Publishing 55

Publishing Testing Cost-Benefit Data-driven 55

The Unofficial Google Data Science Blog

JUNE 30, 2016

Other estimators, such as those based on matching and subclassification, may benefit from the balancing property, but the discussion of those estimators is postponed to a later post. In fact, Hainmueller (2012) show that entropy balancing is equivalent to estimating the weights as a log-linear model of the covariate functions $c_j(X)$.

Statistics 44

Statistics Optimization Modeling Experimentation 44

BizAcuity

MAY 10, 2022

Despite cost-cutting being the main reason why most companies shift to the cloud, that is not the only benefit they walk away with. While that allows easy access to users, and saves costs, the cloud is much more and beyond that. The primary benefit is cost-savings over using multiple physical computers.

Data-driven 52

Data-driven IoT Unstructured Data Data Lake 52

DataRobot Blog

APRIL 4, 2022

Media data (usually weekly): media costs, media ratings generated (TVRs, magazine copies, digital impressions, likes, shares, etc.), Once the model is built, we can measure the incremental benefit of media activity. Originating in game theory, there is a reason why Shapley Value earned Lloyd Shapley a Nobel Prize in 2012.

Machine Learning 52

Machine Learning Sales Measurement ROI 52

Occam's Razor

DECEMBER 3, 2012

And here's the test to apply to your brand: Would you want your brand's posts to in your own newsfeed every day? Another test to apply: How are you doing in terms of Conversation Rate, Amplification Rate, Applause Rate ? Do you have a 2009, 2012, 2015 mobile strategy? Your mobile strategy is ready for 2012.

Marketing 147

Marketing Advertising Strategy Optimization 147

AWS Big Data

JUNE 7, 2023

This folder structure makes it easy to commit the contents into a version control system like Git, so you can get the benefits of a complete version history. However, there has to be different dashboards and datasets for each non-production environment, such as development and testing.

Dashboards 72

Dashboards Recreation/Entertainment Testing Business Intelligence 72

The Unofficial Google Data Science Blog

MARCH 31, 2016

In the context of prediction problems, another benefit is that the models produce an estimate of the uncertainty in their predictions: the predictive posterior distribution. both L1 and L2 penalties; see [8]) which were tuned for test set accuracy (log likelihood). Cambridge University Press, (2012). [4] ICML, (2005). [3]

Modeling 40

Modeling Statistics Advertising Testing 40

Cloudera

DECEMBER 12, 2018

I decided to jump ship in May of 2012 joining Cloudera. Data gives you benefits. Or they may not use Teradata to store all their archival history data that totals hundreds of terabytes, due to cost. Greg Rahn: I think the cost of moving early can be a challenge also. It is how you beat your competitors, right?

Data Warehouse 42

Data Warehouse Marketing Big Data Data Lake 42

CIO Business Intelligence

FEBRUARY 3, 2023

RPA benefits RPA is also a relatively simple way to integrate AI algorithms into old applications. The biggest benefit, however, may be how RPA tools are “programmed,” or “trained” — a process by which the platforms’ robots “learn” watching business users click away. What is RPA?

Data-driven 145

Data-driven Interactive Enterprise Statistics 145

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

Yet when we use these tools to explore data and look for anomalies or interesting features, we are implicitly formulating and testing hypotheses after we have observed the outcomes. We must correct for multiple hypothesis tests. Make experimentation cheap and understand the cost of bad decisions. We ought not dredge our data.

Experimentation 61

Experimentation Testing Statistics Metrics 61

datapine

MAY 17, 2021

Businesses can benefit from improved data driven decision making as well as enhanced business processes and models and share insights across departments more fluently while propelling intelligent business strategies. Your Chance: Want to test a professional data discovery tool for free? Benefit from modern data discovery today!

Visualization 161

Visualization Data-driven Business Intelligence Metrics 161