The Unofficial Google Data Science Blog

APRIL 23, 2024

However, if we experiment with both parameters at the same time we will learn something about interactions between these system parameters. Multiparameter experiments, however, generate richer data than standard A/B tests, and automated t-tests alone are insufficient to analyze them well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

APRIL 7, 2022

More recently, they’ve been exploring the use of interactive chatbots to check the pulse of employee sentiment at work. KPMG, for example, built its first interactive chatbot in 2016. KPMG calculates a score for an employee’s risk of attrition, tries to identify a reason for that, and then suggests a remediation.

Consulting 145

Consulting Management Interactive Metadata 145

Cloudera

OCTOBER 26, 2020

We are excited to announce PowerScale and ECS will be moving forward with Cloudera’s Quality Assurance Test Suite certification process on CDP – Private Cloud (PvC) Base edition. Complete integration testing. ACID transactions, ANSI 2016 SQL SupportMajor Performance improvements. Validation includes: Overall architecture.

Testing 87

Testing Cost-Benefit Unstructured Data Big Data 87

The Unofficial Google Data Science Blog

NOVEMBER 17, 2020

For example, consider the following simple example fitting a two-dimensional function to predict if someone will pass the bar exam based just on their GPA (grades) and LSAT (a standardized test) using the public dataset (Wightman, 1998). Curiosities and anomalies in your training and testing data become genuine and sustained loss patterns.

Machine Learning 108

Machine Learning Deep Learning Modeling Interactive 108

Jet Global

MAY 18, 2020

In the last few months, this level of thinking has been tested more than ever before. But without establishing a centralised rapid reporting rhythm, fed by real-time data and supported by automated reporting processes, finance runs the risk of things dropping off into silos. A New Look.

Finance 64

Finance Reporting Uncertainty Testing 64

Smart Data Collective

DECEMBER 19, 2019

As per the report by AV-TEST Institute, over 856 million malware variants were created last year. In 2016, A Facebook bot tricked more than 10,000 Facebook users. Hackers are constantly testing and enhancing their malware to become AI-proof which is dangerous. So, you can see that data is everywhere. Modeling User Behavior.

Machine Learning 61

Machine Learning Reporting Testing Marketing 61

Domino Data Lab

AUGUST 8, 2019

Having participated in several Foo Camps—and even co-chaired the Ed Foo series in 2016-17— most definitely, a Foo will turn your head around. The probabilistic nature changes the risks and process required. We face problems—crises—regarding risks involved with data and machine learning in production. No big deal.”.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

The Data Visualisation Catalogue

FEBRUARY 16, 2023

This was done through testing this AI tool on a number of tasks and on its information retrieval ability. However, the fear is that if AI tools continue to develop in the direction it’s currently going in, a lot of white-collar workers will be at risk of losing their job.

Dashboards 122

Dashboards Consulting Machine Learning Technology 122

Domino Data Lab

AUGUST 1, 2021

The need for interaction – complex decision making systems often rely on Human–Autonomy Teaming (HAT), where the outcome is produced by joint efforts of one or more humans and one or more autonomous agents. 2016) for an example of this technique (LIME). This trust must be paramount when human lives are at stake.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

CIO Business Intelligence

APRIL 12, 2022

Even though Nvidia’s $40 billion bid to shake up enterprise computing by acquiring chip designer ARM has fallen apart, the merger and acquisition (M&A) boom of 2021 looks set to continue in 2022, perhaps matching the peaks of 2015, according to a report from risk management advisor Willis Towers Watson. Tableau buys Narrative Science.

Enterprise 143

Enterprise Technology Consulting Software 143

O'Reilly on Data

JUNE 16, 2020

The quality of the decision is based on known information and an informed risk assessment, while chance involves hidden information and the stochasticity of the world. Consider risk not only in terms of likelihood but also in terms of the impact of your decisions. We saw this after the 2016 U.S.

Uncertainty 275

Uncertainty Testing Risk Reporting 275