Smart Data Collective

DECEMBER 3, 2021

The Bureau of Labor Statistics reports that there were over 31,000 people working in this field back in 2018. It is also one of the most relevant tools in every industry this year, according to the “Technology Radar 2018” prepared by the engineering company BBVA Next Technologies, of BBVA.

Machine Learning 116

Machine Learning Data Science Internet of Things Big Data 116

Business Over Broadway

MARCH 8, 2021

US Labor Force Statistics for Selected Occupations. Using data from LinkedIn, the World Economic Forum’s 2020 Global Gender Gap Report shows women make up only 26% of professionals in Data and AI. Using data from 2018 and 2019, the US Census Bureau estimates that, for every dollar that men earn, women earn 81.6

Data Science 138

Data Science Machine Learning Statistics Reporting 138

CIO Business Intelligence

SEPTEMBER 11, 2023

Between 2018 and 2022, according to IDC, 2,500 IT professionals in the public sector were retrained to support digital transformation efforts and cloud adoption. In IDC’s study, one key statistic stands out: in 2021, every dollar spent on cloud services was already generating 6.8 Read the full report now. So far, so good.

Digital Transformation 110

Digital Transformation Cost-Benefit Strategy Statistics 110

CIO Business Intelligence

JUNE 25, 2018

For far too many organizations, business intelligence (BI) brings to mind simple statistical summaries in stodgy, dated reports.

Business Intelligence 40

Business Intelligence Statistics Strategy Reporting 40

CIO Business Intelligence

NOVEMBER 9, 2022

One potential solution to this challenge is to deploy self-service analytics, a type of business intelligence (BI) that enables business users to perform queries and generate reports on their own with little or no help from IT or data specialists. That’s a great place to start.”

Analytics 137

Analytics Slice and Dice Metrics Sales 137

Sisense

JANUARY 14, 2021

The team at Billie was willing to do whatever it took to make sure users had high-quality reports they could trust. The solution was to build a new tool to keep errors out of user reports and deliver insights that every customer could trust. joining the BI team at Billie in 2018. Read on to see how this enterprising team did it.

Dashboards 85

Dashboards Testing Business Intelligence Interactive 85

Smart Data Collective

OCTOBER 8, 2021

For instance, you want to generate effective AUM, NAV, and share value reports to improve investor confidence as a manager. This is according to Barclay Hedge founder and President Sol Waksman in his July 2018 statement. As well as bolster investor confidence and improve profitability. Well, it doesn’t need to be that difficult.

Machine Learning 113

Machine Learning Testing Strategy Modeling 113

CIO Business Intelligence

MARCH 9, 2022

Hiring for US IT roles slowed dramatically in February 2022, according to CompTIA, even as US Bureau of Labor Statistics figures showed non-farm employment growing across the rest of the economy. Higher pay needed. Healthcare companies in particular are hungry for IT workers.

IT 59

IT Manufacturing Insurance Statistics 59

Smart Data Collective

SEPTEMBER 25, 2019

In one case occurring in June 2018, the University of Texas’s MD Anderson Cancer Center received a $4.3 However, according to a 2018 North American report published by Shred-It, the majority of business leaders believe data breach risks are higher when people work remotely. Time to Take Action.

Technology 84

Technology Statistics Strategy Insurance 84

CIO Business Intelligence

MARCH 31, 2023

And the Bureau of Labor Statistics predicts that business analyst jobs will grow 11% from 2021 to 2031. Throughout their careers, business analysts report average salaries ranging from $66,000 to $103,000 per year, according to Glassdoor. The exam was developed using the Agile Extension to the BABOK guide and was released in May 2018.

Business Analysis 105

Business Analysis Testing Business Analytics Statistics 105

Domino Data Lab

JANUARY 24, 2019

In 2018 we saw the “data science platform” market rapidly crystallize into three distinct product segments. This group of solutions targets code-first data scientists who use statistical programming languages and spend their days in computational notebooks (e.g., They have a forthcoming report on automation-focused platforms this year.

Data Science 65

Data Science Marketing Data-driven Statistics 65

O'Reilly on Data

APRIL 19, 2021

The percentage of respondents reporting “mature” practices has been roughly the same for the last few years. This is almost exactly in line with the results from 2020, where 25% of the respondents reported that they had products in production (“Mature” wasn’t a possible response in the 2020 survey.). Asia has clearly caught up.

Enterprise 356

Enterprise Modeling Risk Manufacturing 356

Smart Data Collective

FEBRUARY 16, 2021

The truth is that we will not be able to reduce the number of ransomware attacks until we harden the weakest part of the security chain – employees – and empower them to avoid and report the most common attack vector for ransomware, namely phishing. Unfortunately, this is where the desire to increase security runs straight into another.

Big Data 121

Big Data Data-driven Risk Reporting 121

Octopai

JANUARY 25, 2021

The cost of data breaches in 2019 was 87% higher than in 2018 , with the number rising each year. Even with these regulations in place, there were 418 HIPAA breaches reported in 2019 alone , compromising the personal data of 34.9 Keeping track of all those details and ensuring compliance is no small feat. million Americans.

Insurance 52

Insurance Metadata Statistics Reporting 52

Birst BI

AUGUST 23, 2018

Source: Gartner (April 2018). Read the full Gartner report titled “Doing Machine Learning Without Hiring (More) Data Scientists” to learn proven solutions for successful pilots. Any business user or analyst can report on this new metric through a report or dashboard. Idoine, Erick Brethenoux, 12 June 2018.

Machine Learning 73

Machine Learning Data Science Testing Metrics 73

Smart Data Collective

DECEMBER 18, 2020

However, Search Engine Journal reports that the issue isn’t directly the fault of any frailty within Google Analytics itself, rather it exploits the trusted status given to the analytics engine by all browsers in order to steal information from hacked sites by utilizing Google Analytics as a middleman for transferring that data.

Analytics 82

Analytics Broadcasting Measurement Data Processing 82

CIO Business Intelligence

MARCH 8, 2023

Just 24% of senior leadership positions are filled by women, and nearly three out of four women in IT report being outnumbered by men in business meetings by a ratio of at least 2:1, with the fourth reporting being outnumbered 5:1 or more.

IT 131

IT Consulting Insurance Technology 131

datapine

SEPTEMBER 27, 2022

A host of notable brands and retailers with colossal inventories and multiple site pages use SQL to enhance their site’s structure functionality and MySQL reporting processes. Originally published in 2018, the book has a second edition that was released in January of 2022. These businesses include eBay, Autotrader, and Amazon.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

Alation

FEBRUARY 12, 2021

According to a recent survey by Alation , 78% of organizations have a strategic initiative to become more data-driven, and Alation customers routinely report that fostering a data culture is their core objective. October 2018. Ideally, the technology is entwined in people’s work days leading to a virtuous cycle of engagement.

Data-driven 59

Data-driven Data Governance Software Statistics 59

Alation

FEBRUARY 20, 2020

McKinsey , in their broadly read Big Data report, estimates that there will be only 2.5 million data-literate professionals in the United States in 2018 — less than 1% of the projected population. Metrics and statistics are wonderful, but we need to surround data with more context and lower the costs of using data.

Big Data 52

Big Data Data-driven Statistics Metrics 52

Domino Data Lab

JANUARY 6, 2019

Laura Noren, who runs the Data Science Community Newsletter , presented her NYU postdoc research at JuptyerCon 2018, comparing infrastructure models for data science in research and education. Recently the World Economic Forum published “ The Future of Jobs Report 2018.” The term upskilling is more likely to become your byword.

Data Science 56

Data Science Machine Learning Reporting Visualization 56

O'Reilly on Data

NOVEMBER 28, 2023

As of November 2023: Two-thirds (67%) of our survey respondents report that their companies are using generative AI. Two-thirds of our survey’s respondents (67%) report that their companies are using generative AI. And only 33% report that their companies aren’t using AI at all. Certainly not two-thirds of them.

Enterprise 271

Enterprise Modeling Testing Reporting 271

Business Over Broadway

MAY 22, 2019

For those of you who are interested, here is Gartner’s latest (2018) hype cycle on emerging technologies. How employees can drive transformation and emerging technology adoption: Both are data-heavy endeavors; We know that statistics/math knowledge is related to data science project success. So, become data literate.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

Occam's Razor

JULY 24, 2018

work (collection, processing, reporting, analysis), processes, org structure, governance models, last-mile gaps , metrics ladders of awesomeness , and… so… much… more. You can report Gross Profit in real-time, of course, but doing so is almost entirely useless. That’s because we have to talk about tools (so many!), via automation).

Analytics 93

Analytics Metrics Strategy Measurement 93

Occam's Razor

JUNE 4, 2018

It is 2018—why are there still light gray below-the-fold add to cart buttons? I mean developing and inserting a subtle collection of gentle nudges that can help increase the conversion rate by a statistically significant amount. They report two dimensions of speed: How long does it take for a human to convert? youarekillingme.

Strategy 124

Strategy Cost-Benefit Testing Sales 124

IBM Big Data Hub

JANUARY 10, 2023

To make it easy for clients to understand how to utilize this capability within NPS, a demonstration was created that uses flight delay data for all commercial flights from United States airports that was collected by the United States Department of Transportation (Bureau of Transportation Statistics). Prerequisites for the demo.

Data Warehouse 52

Data Warehouse Cost-Benefit Statistics Data Processing 52

Domino Data Lab

JULY 22, 2019

He was saying this doesn’t belong just in statistics. It involved a lot of work with applied math, some depth in statistics and visualization, and also a lot of communication skills. The year 2018 was what Wall Street Journal called “ a global reckoning on data governance.” Tukey did this paper. You know what?

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

The Unofficial Google Data Science Blog

APRIL 23, 2024

If $Y$ at that point is (statistically and practically) significantly better than our current operating point, and that point is deemed acceptable, we update the system parameters to this better value. e-handbook of statistical methods: Summary tables of useful fractional factorial designs , 2018 [3] Ulrike Groemping.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CDW Research Hub

JUNE 5, 2019

Varonis compiled 60 cybersecurity statistics to give you a better idea of the current cybersecurity state, and we’ve broken out five key facts to help you rethink your data security program. Check out Varonis’ full list of 60 Must-Know Cybersecurity Statistics for 2019. Show Me the Money. clocking in 126, according to Global Finance.

Statistics 72

Statistics Risk Management Finance Risk 72

datapine

NOVEMBER 19, 2019

Internal comms: Computer vision technology can serve to improve internal communication by empowering employees to perform their tasks more visually, sharing image-based information that is often more digestible and engaging than text-based reports or information alone. Artificial Intelligence (AI).

Technology 279

Technology Internet of Things IT IoT 279

Peter James Thomas

AUGUST 12, 2018

Some systems (even in 2018) can still make it harder to capture good data than to ram in bad. Integrity of statistical estimates based on Data. Having spent 18 years working in various parts of the Insurance industry, statistical estimates being part of the standard set of metrics is pretty familiar to me [7]. million ± £0.5

Metrics 49

Metrics Statistics Data Quality Measurement 49

Domino Data Lab

AUGUST 8, 2019

2018 – Global reckoning about data governance, aka “Oops!…We Another key point: troubleshooting edge cases for models in production—which is often where ethics and data meet, as far as regulators are concerned—requires much more sophistication in statistics than most data science teams tend to have. We did it again.”.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Alation

JULY 7, 2022

In 2018, American Family Insurance became an Alation customer and I became the product owner for the AmFam catalog program. LinkedIn’s 2020 Emerging Job Report lists Data Scientist at #3 with 37% annual growth. The Bureau of Labor Statistics projects the job outlook for data scientists to grow 22% from 2020 to 2030.

Metadata 52

Metadata Data-driven Insurance Statistics 52

Smarten

SEPTEMBER 6, 2019

The traditional definition of data preparation describes an iterative process, typically executed by IT staff or analysts to extract and transform raw data so that the data can be used for discovery, analytics and reporting. Users can control the data elements, the volume and the timing of the analysis and reporting.

Analytics 51

Analytics IT Business Intelligence Testing 51

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

Domino Data Lab

MAY 8, 2019

2018-06-21). They also require advanced skills in statistics, experimental design, causal inference, and so on – more than most data science teams will have. As the O’Reilly surveys and other recent reports have demonstrated, the state of “Product Management for AI” is still barely even evolved to a primordial soup stage.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

O'Reilly on Data

MAY 21, 2019

For example, in a July 2018 survey that drew more than 11,000 respondents, we found strong engagement among companies: 51% stated they already had machine learning models in production. This is a good time to assess enterprise activities, as there are many indications a number of companies are already beginning to use machine learning.

Machine Learning 238

Machine Learning Technology Deep Learning Data Science 238