DataRobot Blog

APRIL 29, 2022

In 2011, the Federal Reserve Board (FRB) and the Office of Comptroller of the Currency (OCC) issued a joint regulation specifically targeting Model Risk Management (respectively, SR 11-7 and OCC Bulletin 2011-12 ). A purposeful MLOps strategy can provide exactly this.

Risk 111

Risk Modeling IT Risk Management 111

CIO Business Intelligence

MARCH 24, 2022

A chief digital officer (CDO) is a leader who combines business acumen with digital expertise to help organizations drive digital transformation via an enterprise-wise digital vision and strategy. The people in these roles have to focus on process, on the business strategy, and on how to tell a story to get there.”. McKinsey & Co.

Digital Transformation 107

Digital Transformation Strategy Technology Enterprise 107

Jet Global

APRIL 9, 2021

The reality check is that the need for remote working and secure collaboration highlighted a data gap in most CFOs’ digital transformation strategies. How do you ensure data consistency across finance, sustainability, and investor relations for your reporting cycle? As a finance leader, joining the data is very challenging.

Reporting 52

Reporting Digital Transformation Finance Sales 52

CIO Business Intelligence

OCTOBER 23, 2023

A poll of public and private sector leaders in the latest World Economic Forum’s Global Risk Report 2022 found that environment-related threats, including climate action failure and extreme weather events, topped the lists of short and long-term global risks. About the Author: Katrina Rymill Green IT

Strategy 104

Strategy Data Processing Risk Finance 104

CIO Business Intelligence

JANUARY 8, 2024

But in this next cloud optimization phase, the airliner will focus on enhancing the security and performance of these workloads on the cloud, says Nair, who was hired by Cathay in 2011 as an application service manager, working his way up to his current position 10 years later.

Optimization 119

Optimization Digital Transformation Cost-Benefit Data Warehouse 119

Occam's Razor

MAY 14, 2012

Step 4: In the middle of the resulting report you'll see a trend that looks like this: This shows the number of searches for your brand, relative to the total number of searches done on Google over time (for the geographic region and time period you've chosen). Step 3: Click Search. Amazon is an interesting example.

Measurement 129

Measurement Analytics Advertising Marketing 129

Cloudera

JUNE 7, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Choose a hybrid data-first strategy to deliver value faster. Cloudera is the only company that makes the hybrid data strategy a reality. We live in a hybrid data world.

IT 112

IT Data Architecture Unstructured Data Big Data 112

CIO Business Intelligence

OCTOBER 10, 2022

He says his goal is to build strategies around a realistic vision of the future. Gartner reports that 40% of CIOs are leaders of digital transformation in their organization, while 34% say they’re responsible for innovation. Cook has extended on Jobs’ vision, maintaining a focus on innovation, software, and brand loyalty.

Modeling 145

Modeling Digital Transformation Software Manufacturing 145

CIO Business Intelligence

JULY 3, 2023

They are increasingly included in board-level discussions on cybersecurity and tech investments for organizational initiatives and are influencing decisions related to planning, strategy, implementation, and operations. The vice president of IT reports to Johnson as well as the digital teams and transformation office.

IT 115

IT Digital Transformation Strategy Technology 115

IBM Big Data Hub

APRIL 11, 2023

This culture is underpinned by strategies to reinforce our focus on improving the diverse representation of our workforce. For example, the IBM Pathways program created in 2011 to increase the diversity of our technical leadership and executive teams. You can learn more about IBM’s journey in our IBM Impact Report 2022.

Reporting 76

Reporting Software Strategy Management 76

CIO Business Intelligence

JUNE 23, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Choose a hybrid data-first strategy to deliver value faster. Cloudera is the only company that makes the hybrid data strategy a reality. We live in a hybrid data world.

IT 97

IT Data Architecture Unstructured Data Big Data 97

AWS Big Data

JULY 16, 2024

SIEM solutions help you implement real-time reporting by monitoring your environment for security threats and alerting on threats once detected. As a future capability, supporting on-demand, complex query, analysis, and reporting on large historical datasets could be performed using Amazon OpenSearch Serverless.

Insurance 124

Insurance Management Cost-Benefit Optimization 124

Occam's Razor

NOVEMBER 2, 2015

" The second question was never answered either, but because all businesses know is how to pimp that became their default strategy. if yes, what should your content (and marketing) strategy be. In my Oct 2011 post, Best Social Media Metrics , I'd created four metrics to quantify this value. Big mistake. They should.

B2B 167

B2B Metrics Recreation/Entertainment Testing 167

Alation

FEBRUARY 20, 2020

This week, two independent analyst reports validated what we’ve known for years – data catalogs are critical for self-service analytics.[1]. Her report states that organizations relying on manual processes to provision, manage, and govern data simply can’t scale. According to the report, “Alation started the MLDC trend.“[6].

Machine Learning 52

Machine Learning Marketing Reporting Metadata 52

IBM Big Data Hub

NOVEMBER 20, 2023

According to a 2023 International Data Corporation (IDC) report (link resides outside ibm.com), NVMe was designed to speed data transfer to systems connected via a PCI express, a serial expansion bus that’s standard for connecting a computer to one or more peripheral devices. What is NVMe?

Internet of Things 64

Internet of Things Enterprise Technology IoT 64

IBM Big Data Hub

NOVEMBER 3, 2023

According to a recent Gartner report (link resides outside ibm.com), SSDs are currently surpassing HDDs as the preferred industry standard for structured data workloads. What is NVMe? Data centers: NVMe SSDs help many data centers around the globe expand their data storage capabilities while still delivering high performance.

Cost-Benefit 72

Cost-Benefit Internet of Things Enterprise Technology 72

AWS Big Data

APRIL 5, 2023

The company decided to use AWS to unify its business intelligence (BI) and reporting strategy for both internal organization-wide use cases and in-product embedded analytics targeted at its customers. In this post, we share how Showpad used QuickSight to streamline data and insights access across teams and customers.

Dashboards 52

Dashboards Reporting Cost-Benefit Visualization 52

IBM Big Data Hub

NOVEMBER 13, 2023

According to a 2023 International Data Corporation (IDC) report (link resides outside ibm.com), NVMe was designed to speed data transfer to systems connected via a PCI express, a serial expansion bus that’s standard for connecting a computer to one or more peripheral devices. Data centers: NVMe M.2

Internet of Things 72

Internet of Things Enterprise Technology Marketing 72

Domino Data Lab

AUGUST 6, 2021

It was first defined by the US Federal Reserve and Office of the Comptroller of the Currency ( SR 11-7 ) in April 2011. The guidance warns: “Model risk can lead to financial loss, poor business and strategic decision making, or damage to a bank’s reputation.”. Model Risk Management Framework.

Risk Management 64

Risk Management Risk Modeling Enterprise 64

Jen Stirrup

OCTOBER 21, 2019

I’m normally reporting into Board level, or one level below, so my projects tend to have high visibility across the organization. In the Art of War, one strategy is to decide when to expend your energy and when to conserve energy. What happens if diversity is reduced to marketing, and the inclusion piece is forgotten?

Data-driven 49

Data-driven Marketing Testing Insurance 49

Domino Data Lab

APRIL 3, 2019

Not that I’m implying anything about current economic conditions vis-a-vis the timing of this report… #justsayin. Given those two, plus SQL gaining eminence as a database strategy, a decidedly relational picture coalesced throughout the decade. Andrew Ng later described this strategy as the “Virtuous Cycle of AI” – a.k.a.

Machine Learning 84

Machine Learning Data Governance Metadata Data Science 84

Domino Data Lab

MARCH 3, 2019

We had big surprises at several turns and have subsequently published a series of reports. Let’s look through some of the insights gained from those reports. Seriously, this entire article merely skims the surface of those reports. Mature practices reported 86%, and within financial services the numbers were somewhat higher.

Data Science 49

Data Science Deep Learning Machine Learning Modeling 49

The Unofficial Google Data Science Blog

APRIL 17, 2017

In the first plot, the raw weekly actuals (in red) are adjusted for a level change in September 2011 and an anomalous spike near October 2012. Large-Scale Parallel Statistical Forecasting Computations in R ”, Google Research report. [8] Journal of the American Statistical Association 106.496 (2011): 1513-1527. [9] 2014): 276. [7]

Forecasting 83

Forecasting Modeling Statistics Uncertainty 83

Domino Data Lab

JANUARY 6, 2019

Recently the World Economic Forum published “ The Future of Jobs Report 2018.” Skills continuing to grow in prominence by 2022 include analytical thinking and innovation as well as active learning and learning strategies. Another recent report by McKinsey Global Institute correlates closely with the WEF analysis. In a word, yes.

Data Science 56

Data Science Machine Learning Visualization Reporting 56

CIO Business Intelligence

APRIL 9, 2025

In Prioritizing AI investments: Balancing short-term gains with long-term vision , I addressed the foundational role of data trust in crafting a viable AI investment strategy. times more likely to report successful analytics initiatives compared to those with ad hoc approaches. Ultimately, they trust gut feel over Power BI dashboards.

Enterprise 102

Enterprise Analytics Experimentation Statistics 102

Occam's Razor

JUNE 4, 2012

Every Analysis Ninja knows that standard reports are lame. Custom reports on the other hand are, well, hand crafted by you for a specific purpose with a set of guiding principles (" Acquisition, Behavior, Outcomes! ") that ensure that they don't so much deliver data as much as deliver insights. Criminal behavior.

Reporting 128

Reporting Analytics Metrics Advertising 128

O'Reilly on Data

APRIL 23, 2024

From 2000 to 2011, the percentage of US adults using the internet had grown from about 60% to nearly 80%. Starting around 2011, advertising, which once framed the organic results and was clearly differentiated from them by color, gradually became more dominant, and the signaling that it was advertising became more subtle.

Advertising 338

Advertising Cost-Benefit Marketing Risk 338

Occam's Razor

OCTOBER 21, 2013

In late 2011, Google announced an effort to make search behavior more secure. As an analyst, I was upset that this change would hurt my ability to analyze the effectiveness of my beloved search engine optimization (SEO) efforts – which are really all about finding the right users using optimal content strategies.

Optimization 156

Optimization Reporting Metrics Experimentation 156

Occam's Razor

SEPTEMBER 13, 2016

I've added new insights, recommendations, and two bonus lessons on how to do surveys better and a direct challenge to your company's current analytics strategy. If you are open to being challenged… then here are the short-stories inside this post… The World Needs Reporting Squirrels. I heart you. Bottom-line.

Modeling 128

Modeling Reporting Strategy Consulting 128

Occam's Razor

JANUARY 20, 2010

I recently did a webinar for the Search Engine Strategies conference (I am doing the opening conference keynote at SES London and SES New York ) and my Market Motive co-faculty member Greg Jarboe sent me this KPI via email: "Your webcast was a big success. How do you measure success of a online webinar? More traffic, not that hard.

Metrics 90

Metrics B2B Analytics Measurement 90

Occam's Razor

SEPTEMBER 24, 2012

Based on results of value identified for Facebook, optimize their advertising mix strategy for future product launches. I dare you to analyze which one of those things is happening more or less, or working better or worse, when you see 699 in your report. How can you magically report all of them together? So keep things clean.

Advertising 165

Advertising ROI Metrics Marketing 165

Occam's Razor

APRIL 25, 2011

and meet many many many executives and hear about their digital marketing strategies, challenges and outcomes. Your SEO strategy is buying links, expired domains, et. " I'd postulated this rule in 2005, it is even more true in 2011. then shut it. Trust me it is a lot less embarrassing that way. The 10/90 rule.

Marketing 127

Marketing Metrics Measurement Testing 127

Occam's Razor

JUNE 4, 2018

Go to the Multi-Channel Funnels folder in Google analytics and look at two other yummy reports: Time Lag and Path Length. They report two dimensions of speed: How long does it take for a human to convert? That’s what makes the Four Seasons strategy, and that of most sites, so heartbreaking. You should. Double loss. I did that.

Strategy 125

Strategy Cost-Benefit Testing Sales 125

Sisense

MAY 4, 2020

As long ago as 2011, the McKinsey Global Institute estimated that retailers using data analytics at scale could increase their operating margins by more than 60 percent. Almost 100% of sales reps at construction companies that adopted analytics and geographic data reported dramatic decreases in their timeframe for providing price quotes.

Big Data 78

Big Data Data-driven Snapshot Unstructured Data 78

Domino Data Lab

JULY 9, 2019

When I showed up I was reporting to the head of BI who reported to CTO who reported to CIO who reported to EVP of digital products who reported to CEO. At this point data is a function that reports directly to CEO. Nobody paid any attention to it whatsoever until 2011. We can monetize that.”

Data Science 112

Data Science Machine Learning Advertising Modeling 112

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

Selection bias played a notable role in the discussion of the avian influenza outbreak of 2011 during which the reported case fatality rate was as high as 80% [2]. But this test is subject to "selection bias", which occurs when we analyze a group that was not randomly selected.

Experimentation 62

Experimentation Testing Statistics Metrics 62

datapine

AUGUST 29, 2022

He founded the project Apache Storm in 2011, which turned to be “one of the world’s most popular stream processors and has been adopted by many of the world’s largest companies, including Yahoo!, Microsoft, Alibaba, Taobao, WebMD, Spotify, Yelp” according to Marz himself. Stein Kretsinger, founding executive, Advertising.

Big Data 263

Big Data Data Analytics Analytics Data mining 263