CIO Business Intelligence

JULY 1, 2022

IT labor market today, you have four generations banging together : Gen Z born 1997-2012, age 10-25; Millennials born 1981-1996, age 26-41; Gen X born 1965-1980, age 42-57; and Boomers born 1946-1964, age 58-76. You will measure and respond to employee satisfaction. In the U.S.

IT 98

IT Data Processing Forecasting Measurement 98

CIO Business Intelligence

JULY 5, 2022

IT labor market today, you have four generations banging together : Gen Z born 1997-2012, age 10-25; Millennials born 1981-1996, age 26-41; Gen X born 1965-1980, age 42-57; and Boomers born 1946-1964, age 58-76. You will measure and respond to employee satisfaction. In the U.S.

IT 98

IT Data Processing Forecasting Measurement 98

CIO Business Intelligence

AUGUST 1, 2023

Data collection on tribal languages has been undertaken for decades, but in 2012, those working at the Myaamia Center and the National Breath of Life Archival Institute for Indigenous Languages realized that technology had advanced in a way that could better move the process along.

Risk 98

Risk IT Software Digital Transformation 98

IBM Big Data Hub

AUGUST 9, 2023

In such scenarios, observability becomes crucial to trace requests across different services, measure latency and pinpoint performance bottlenecks. A notable example of the importance of observability occurred in 2012 when a financial services firm lost $400+ million in less than an hour due to a software glitch.

Metrics 64

Metrics Interactive Software Data-driven 64

O'Reilly on Data

APRIL 23, 2024

By the end of 2012, it was up to 82%. To achieve prosocial outcomes, AI model and application developers need to define the metrics that explicitly aim for those outcomes and then measure and report the extent to which they have been achieved. The market was maturing.

Advertising 213

Advertising Cost-Benefit Marketing Risk 213

Ontotext

MAY 19, 2021

This lack of transparency has also made the crucial task of measuring scientific impact extremely difficult despite it being important for the improvement of the ‘State of the Art’ and for more accurately evaluating an individual researcher’s impact in their field and more efficient allocation of funding for promising research.

Publishing 72

Publishing Measurement Data-driven Metrics 72

Cloudera

NOVEMBER 15, 2021

Source Integrity and Measurement Accuracy : ensuring that prior human decisions and judgments (e.g., months since 2012. prejudiced scoring, ranking, interview-data or evaluation) are not biased. . Timeliness and Recency : data must be recent enough and account for evolving social relationships and group dynamics. .

Unstructured Data 86

Unstructured Data Recreation/Entertainment Structured Data Reporting 86

FineReport

SEPTEMBER 13, 2021

Performance dashboard is a data visualization tool for management, which is often used to measure employees’ performance, while helping business personnel measure, monitor, and manage the key activities and processes required to achieve business goals. Performance dashboard is often used to measure business performance.

Dashboards 52

Dashboards Key Performance Indicator Informatics KPI 52

AWS Big Data

AUGUST 7, 2023

The data contains measurements of electric power consumption in different households for the year 2014. If you need to use AWS Key Management Service (AWS KMS) or VPC routing, refer to Cluster and configure setup for Amazon Redshift ML administration. To use Forecast, you need to have the AmazonForecastFullAccess policy.

Forecasting 82

Forecasting Data Warehouse Machine Learning Modeling 82

IBM Big Data Hub

SEPTEMBER 27, 2022

IBM Research has been developing trustworthy AI tools since 2012. Recently a French banking group was faced with new compliance measures. This in turn requires an AI ethics policy, as only by embedding ethical principles into AI applications and processes can we build systems based on trust.

Consulting 52

Consulting Machine Learning Modeling Strategy 52

Data Science and Beyond

JANUARY 11, 2020

Towards the end of my PhD in 2012, I got into Kaggle competitions. In reality, problem definition and solution measurement are more challenging and important. Bayesian inference is now a commodity that’s accessible to any hacker. A part of my PhD thesis that can probably be replaced by a probabilistic programming tool.

Software 103

Software Data Science Machine Learning Deep Learning 103

AWS Big Data

APRIL 3, 2024

By analyzing the historical report snapshot, you can identify areas for improvement, implement changes, and measure the effectiveness of those changes.

Data Quality 86

Data Quality Visualization Metadata Metrics 86

Edwin Chen

FEBRUARY 8, 2012

More Similarity Measures. Of course, there are lots of other similarity measures we could use besides correlation. Cosine similarity is a another common vector-based similarity measure. So we can also ignore the value itself of each rating and use a set -based similarity measure like Jaccard similarity. Cosine Similarity.

Measurement 77

Measurement Big Data IT 77

CIO Business Intelligence

NOVEMBER 7, 2022

However, the measure of success has been historically at odds with the number of projects said to be overrunning or underperforming, as Panorama has noted that organizations have lowered their standards of success. million in implementation costs. If they turned on their new SAP system prematurely, their own operations could be compromised.

Manufacturing 128

Manufacturing Cost-Benefit Sales Consulting 128

Alation

MARCH 8, 2022

Our CEO provides quarterly updates on how we are measuring against our goals. Since launching in 2012, the company has seen explosive growth, and our data intelligence platform is used by more than 50 Fortune 100 companies today. As an employee, that level of openness is empowering.

Sales 52

Sales Data Processing Finance Metrics 52

Smart Data Collective

APRIL 5, 2019

Its goal was to “turn anonymous social media audiences into qualified prospects for sales and marketing” and the company raised $300,000 from a VC firm in 2012. Synthesio is a social listening tool that allows brands to measure the impact of online conversations against their business goals.

Big Data 79

Big Data Interactive Data-driven Metrics 79

Sisense

JUNE 17, 2021

Tip: Measure the metrics that matter. These can help raise awareness, but if your goal extends beyond that, make sure you measure — and deliver on — the KPIs that matter. The body positivity trend and movement started around 2012 and has led to a global change in societal views and standards. Bunny ears campaign flops.

Marketing 52

Marketing Interactive Metrics Advertising 52

Domino Data Lab

OCTOBER 7, 2020

The Curse of Dimensionality , or Large P, Small N, ((P >> N)) , problem applies to the latter case of lots of variables measured on a relatively few number of samples. Louis Olin School of Business in 2012. Each variable in a data set is a dimension with the set of variables defining the space in which the samples fall.

Statistics 145

Statistics Testing Predictive Modeling Modeling 145

datapine

MARCH 21, 2023

In the first image, the Y axis starts at 3.140% and finishes at 3.154% making it seem like the interest rate from 2008 to 2012 has grown exponentially. Source: Gizmodo The example above is an image we used in our misleading data visualization blog post and it depicts this issue perfectly. Let’s start with finances.

Visualization 174

Visualization Sales KPI Dashboards 174

Cloudera

AUGUST 6, 2018

For example, researchers from Berkeley used mobile data to predict poverty and wealth of individuals or microregions in Rwanda at a time when measuring poverty in Africa remains a challenge. In 2012 , only 25 of the region’s 48 countries had conducted at least two surveys over the past decade to track poverty.

Machine Learning 50

Machine Learning Internet of Things Cost-Benefit Data-driven 50

Occam's Razor

MARCH 12, 2012

Avoiding big disappointment and the hows were on my mind as I prepared my keynote for Strata 2012 Big Data conference. How to find frameworks that force a different type of thinking so we don't make the mistakes we so brilliantly have made in the world of small data?

Big Data 127

Big Data Data-driven Unstructured Data Marketing 127

Occam's Razor

JANUARY 2, 2013

Multi-channel attribution was the flavor of the month for every month in 2012. And just as in 2012 magic pills will be scarce, FUD will be plentiful, and vendors will promise the moon. In my case that is 20,217 keywords I can quickly add to my Bing/Baidu/Yandex search campaigns and start measuring performance.

Strategy 159

Strategy Analytics Reporting Metrics 159

The Unofficial Google Data Science Blog

JUNE 30, 2016

A naïve comparison of the exposed and unexposed groups would produce an overly optimistic measurement of the effect of the ad, since the exposed group has a higher baseline likelihood of purchasing a pickup truck. 2012): 25-46. This is often referred to as the positivity assumption. Econometrica (1998): 315-331. Hainmueller, Jens.

Statistics 44

Statistics Optimization Modeling Experimentation 44

Occam's Razor

OCTOBER 15, 2012

The data was collected in the first part of 2012, between January and May for the Barometer and between January and February for the Enumeration. It is SUPER important to passionately measure the offline impact of your online efforts until the day you die (cue, dramatic music). What you see is for 2012. We don't.

Advertising 136

Advertising Marketing Strategy Insurance 136

The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Taking measurements at parameter settings further from control parameter settings leads to a lower variance estimate of the slope of the line relating the metric to the parameter.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Domino Data Lab

APRIL 3, 2019

Network security mushrooms with VPNs, IDS , gateways, various bump-in-the-wire solutions, SIMS tying all the anti-intrusion measures within the perimeter together, and so on. DG emerges for the big data side of the world, e.g., the Alation launch in 2012. credit cards). Data is on the move. That would’ve been heresy in earlier years.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Juice Analytics

MARCH 3, 2021

www.forbes.com/special-report/2012/annoying-business-jargons-12.html. A chart showing three or more measures about each data point will stress your audience’s ability to find and understand patterns. Replace the business-speak with direct, clear terminology that anyone can understand. Reduce pie charts. Reduce dimensions.

Visualization 126

Visualization Metrics Dashboards Measurement 126

Cloudera

NOVEMBER 17, 2021

There’s recognition that it’s nearly impossible to find the unicorn data scientist that was the apple of every CEO’s eye in 2012. TensorBoard is a tool that provides the measurements and visualizations needed to help inspect, debug, and iterate during the machine learning workflow. Today, the sexy is starting to lose its shine.

Machine Learning 122

Machine Learning Visualization Data Science Metrics 122

The Unofficial Google Data Science Blog

APRIL 17, 2017

First, the system may not be understood, and even if it was understood it may be extremely difficult to measure the relationships that are assumed to govern its behavior. 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.

Forecasting 83

Forecasting Modeling Statistics Uncertainty 83

Edwin Chen

JANUARY 2, 2012

For example, one possible feature function could measure how much we suspect that the current word should be labeled as an adjective given that the previous word is “very”. For simplicity, I’m going to ignore general CRFs in this post.). Features to Probabilities. How can you figure out which words refer to gifts?

Snapshot 75

Snapshot Modeling Optimization Machine Learning 75

DataRobot Blog

APRIL 4, 2022

MMM stands for Marketing Mix Model and it is one of the oldest and most well-established techniques to measure the sales impact of marketing activity statistically. It is pretty obvious to a data scientist that the only way one can measure the effect of an event is by knowing which events are happening at what time. What is MMM?

Machine Learning 52

Machine Learning Sales Measurement ROI 52

Smart Data Collective

OCTOBER 17, 2022

zettabytes in 2012. That’s a lot of data per person on our little globe, by any measure. This is an increase from 64.2 zettabytes of data in 2020, a tenfold increase from 6.5 A single zettabyte, by the way, is equal to 1,000,000,000,000,000,000,000 (1021) bytes, or almost 250 billion DVDs, which is a lot more than you’d expect.

Big Data 102

Big Data Data-driven Recreation/Entertainment Data Governance 102

Smart Data Collective

SEPTEMBER 17, 2020

In 2012, Google boasted about its capabilities of using big data to create storytelling via interactive maps. Maptive also allows users to save the radii for future use so that you can precisely utilize the same measurement multiple times on one map. The highly intuitive data interface provided by Google Maps can be very helpful.

Visualization 131

Visualization Big Data Cost-Benefit Data mining 131

Occam's Razor

DECEMBER 3, 2012

If your company is already good at TV/Radio/Print, you have all the raw ingredients to create a powerful (and measureable!) Do you have a 2009, 2012, 2015 mobile strategy? In a recent engagement I defined three stages of a successful mobile strategy: 2009, 2012 and 2015. Your mobile strategy is ready for 2012.

Marketing 147

Marketing Advertising Strategy Optimization 147

AWS Big Data

JANUARY 22, 2024

It helped them understand the areas where they could improve their workloads and how to address common issues, with automated solutions, as well as how to measure the success, defining KPIs. Through the lenses of the tool, Acast was able to address better monitoring, cost optimization , performance, and security.

Data-driven 83

Data-driven Advertising Metadata Data Architecture 83

FineReport

NOVEMBER 7, 2019

The picture below shows the characteristics of the excellent dashboard that Stephen Few listed in the Dashboard Graphic Design Competition in 2012. The height of columns is a kind of intuitive measure for comparison. So how can we create a good dashboard, especially for beginners? Set the title as Ranking by Orders. Column chart?—?comparison.

Dashboards 76

Dashboards Visualization Sales Interactive 76

IBM Big Data Hub

JULY 6, 2023

These new reporting standards represent an evolution from the voluntary guidelines first issued in 2009 by India’s Ministry of Corporate Affairs, which were further refined in the Business Responsibility Report (BRR) of 2012. To this end, companies need to disclose the percentage of R&D and capital expenditure investment as well.

Reporting 53

Reporting Slice and Dice Insurance Metrics 53